Dr Reed is a seasoned crypto investor and entrepreneur known for deep strategic insights and a data-driven approach to the evolving blockchain ecosystem. With a sharp eye since 2017, he dissects tokens and subnets like a detective, sharing nuanced evaluations and candid critiques that both educate and challenge his audience. His tweets reflect a blend of technical expertise and frank analysis, making complex crypto concepts accessible and actionable.
Dr Reed’s tweet count suggests he’s single-handedly trying to replace Google as the world's crypto encyclopedia—smooth talker by day, relentless crypto lecture machine by night. If only he analyzed his own sleep schedule as rigorously as those subnets, he might finally rest instead of retweeting at 3 AM.
Dr Reed’s standout achievement is his influential role in spotlighting the Bittensor $TAO network early, educating thousands on its unique subnet economy and attracting serious attention from major investment funds like Grayscale and Safello, positioning himself as a trusted strategic advisor and thought leader in the crypto investment space.
To illuminate the often opaque world of crypto investing with clear, precise analysis that empowers investors to make smarter, more confident decisions while fostering innovation within blockchain communities.
Dr Reed believes in transparency, fairness, and equal opportunity within the crypto space — valuing fair launches, robust economic designs, and sustainable revenue models. He champions projects that generate real-world utility and revenue, standing firmly against scams and mismanagement while promoting accountability and continuous learning.
His biggest strength lies in his thorough, strategic analysis combined with an entrepreneurial mindset, giving him credibility and foresight to spot market inefficiencies and avoid common pitfalls. He communicates complex ideas clearly and backs opinions with real data and lived experience.
His highly analytical style can sometimes come off as overly critical or blunt, which may alienate more casual or emotionally-driven followers. Additionally, the sheer volume of detailed content can overwhelm newcomers who aren’t yet well-versed in crypto jargon or niche projects.
To grow his audience on X, Dr Reed should blend his deep-dive technical content with more approachable, bite-sized educational threads and interactive Q&A sessions to engage less-expert users. Leveraging hashtags, tagging key projects and influencers strategically, and balancing critique with actionable tips could broaden his reach and foster a community of both beginners and pros.
Fun fact: Despite being a prolific tweeter with over 19,000 posts, Dr Reed isn't just about volume—he breaks down crypto projects with surgical precision, highlighting overlooked nuances like APYs, tokenomics, and emission flows, especially around the Bittensor $TAO ecosystem.
Yo @notthreadguy , you asked for a more r3tarded insight to Bittensor $TAO. So here it is:
✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.
✅All of them are fair launched:
No scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance.
In fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!
✅You can't get rugged to zero!:
-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.
-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.
✅The APYs are incredible.
New subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.
✅Subnets are cool AF:
There's sports prediction like @sportstensor
There's BTC market prediction like @SynthdataCo
There's software coding agents like what Cursor is - see @ridges_ai
There's weather prediction - see @zeussubnet
There's data scraping of EVERYTHING - see @Data_SN13
There's prop trading operations - see @ptn
There's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras
There's Bitcoin mining - see @taohash
There's perp DEX operations - see @0x_Markets
There's real estate - see @resilabsai
There's compute - see @chutes_ai
There's agent market places - see @sundaebar_ai
There's storage - see @hippius_subnet
There's code auditing agents - see @bitsecai
There's liquidity and bridging - see @v0idai
There's internal leverage exchanges - see @Tenex_SN67
✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO
✅Buying subnets now is like buying in the first stages of the ICO craze on ETH.
There's also a metric tonne of outside big money investing in this eco:
@BarrySilbert with @Grayscale and @YumaGroup@jaltucher with @xtaohq@markjeffrey with @stillcorecap@SiamKidd@MarkCreaser with @dsvfund@FrankSchuil with @SafelloAB@Old_Samster with @UnsupervisedCap
You're welcome.
Dr.
My worst ever decision making process and investment ever has been #kadena $KDA
I've made some mistakes in this space as have most people, but Kadena takes the biscuit. I don't think I'll make the same learning errors again.
For clarity I sold it all off quite some time ago now so I'm not bag holding.
But... there's no redeeming quality to the chain right now. The team are clueless and it will die. I feel bad for all the projects that launched on it (attempted to) in 2021 essentially under false pretence. None of them are alive aside from a DEX.
The team might have thought they could turn it around but really they lost it in 2021 and their only chance was to fully engage with and bootstrap all the projects they had using the platform emissions. They did not do that and instead alienated everyone.
UX poor
Community support poor
Intentions poor
Actions poorer
Founder presence extra poor
There are other fairer POW projects out there, some also beginning with K and some not that are much better buys going into this run.
Remember. It's not about being right. It's about finding the right answer.
Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.
Subnet 41 @sportstensor is fascinating.
Miners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.
Emissions are released based on a 1% of $ volume on markets.
For example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal.
If the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.
This on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.
However i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.
What would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.
How many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.
Is subnet 41 the strongest IM in the eco at present?
@neuromancer_t
One thing i've noticed is that #Alephium $ALPH has an insatiable community presence on X, always amazing engagement and good convo. A cult, but one that's not rude or annoying (yet)
Also $ALPH is just breaching $2 again, one of the only few performing right now. Something something, hash rate and price correlation, something something.
It's fun discovering Bittensor $TAO subnets that have been drastically overlooked: SN105 @SoundsRight_SN
I spent 15 years as a re-recording mixer in the television industry working on projects across pretty much every major global network, racking up 1000s of hours worth of content.
As more and more content is produced over time, budget per content hour gets lower and becomes more commoditised.
One of the largest challenges we dealt with on a daily basis was poorly recorded audio leading to lack of intelligibility of dialogue. Many of these challenges were far more than dealing with simple EQ tweaks and we quite regularly had to deploy complex noise reduction techniques.
Every so often you'd get sequences of dialogue where the background noise was meandering and changing all the time, and standard tools fail to deal with the problem. Due to budgets you run out of time leading to sub standard output, all because the source material was poorly recorded.
Fix it in post is a thing, but sometimes it's just too far.
Step in SN105 @SoundsRight_SN where they're deploying models for vocal enhancement, and have just increased their spec to 48khz, which happens to be the standard delivery sample rate for audio visual content worldwide.
There's a huge market for the easy remedy of poor quality dialogue recordings due to both reducing TV budgets and new delivery formats such as Youtube and tiktok, where the content creators have less access to specialist tools.
If SN105 can produce tools that solve these issues in a few clicks, then there's a huge market of creators and studios, whether it's creating their own plugins charging subscriptions, or licensing the models to companies that make them.
At it's current price of 0.0013 i think it's way undervalued...
In only 1 week, @Tenex_SN67 already have LP of over 2000 $TAO
Trading isn't even live yet.
Very interested to see how this all plays out, with 90% of revenue going to alpha buy backs.
My worst ever decision making process and investment ever has been #kadena $KDA
I've made some mistakes in this space as have most people, but Kadena takes the biscuit. I don't think I'll make the same learning errors again.
For clarity I sold it all off quite some time ago now so I'm not bag holding.
But... there's no redeeming quality to the chain right now. The team are clueless and it will die. I feel bad for all the projects that launched on it (attempted to) in 2021 essentially under false pretence. None of them are alive aside from a DEX.
The team might have thought they could turn it around but really they lost it in 2021 and their only chance was to fully engage with and bootstrap all the projects they had using the platform emissions. They did not do that and instead alienated everyone.
UX poor
Community support poor
Intentions poor
Actions poorer
Founder presence extra poor
There are other fairer POW projects out there, some also beginning with K and some not that are much better buys going into this run.
Remember. It's not about being right. It's about finding the right answer.
Yo @notthreadguy , you asked for a more r3tarded insight to Bittensor $TAO. So here it is:
✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.
✅All of them are fair launched:
No scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance.
In fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!
✅You can't get rugged to zero!:
-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.
-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.
✅The APYs are incredible.
New subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.
✅Subnets are cool AF:
There's sports prediction like @sportstensor
There's BTC market prediction like @SynthdataCo
There's software coding agents like what Cursor is - see @ridges_ai
There's weather prediction - see @zeussubnet
There's data scraping of EVERYTHING - see @Data_SN13
There's prop trading operations - see @ptn
There's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras
There's Bitcoin mining - see @taohash
There's perp DEX operations - see @0x_Markets
There's real estate - see @resilabsai
There's compute - see @chutes_ai
There's agent market places - see @sundaebar_ai
There's storage - see @hippius_subnet
There's code auditing agents - see @bitsecai
There's liquidity and bridging - see @v0idai
There's internal leverage exchanges - see @Tenex_SN67
✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO
✅Buying subnets now is like buying in the first stages of the ICO craze on ETH.
There's also a metric tonne of outside big money investing in this eco:
@BarrySilbert with @Grayscale and @YumaGroup@jaltucher with @xtaohq@markjeffrey with @stillcorecap@SiamKidd@MarkCreaser with @dsvfund@FrankSchuil with @SafelloAB@Old_Samster with @UnsupervisedCap
You're welcome.
Dr.
It's fun discovering Bittensor $TAO subnets that have been drastically overlooked: SN105 @SoundsRight_SN
I spent 15 years as a re-recording mixer in the television industry working on projects across pretty much every major global network, racking up 1000s of hours worth of content.
As more and more content is produced over time, budget per content hour gets lower and becomes more commoditised.
One of the largest challenges we dealt with on a daily basis was poorly recorded audio leading to lack of intelligibility of dialogue. Many of these challenges were far more than dealing with simple EQ tweaks and we quite regularly had to deploy complex noise reduction techniques.
Every so often you'd get sequences of dialogue where the background noise was meandering and changing all the time, and standard tools fail to deal with the problem. Due to budgets you run out of time leading to sub standard output, all because the source material was poorly recorded.
Fix it in post is a thing, but sometimes it's just too far.
Step in SN105 @SoundsRight_SN where they're deploying models for vocal enhancement, and have just increased their spec to 48khz, which happens to be the standard delivery sample rate for audio visual content worldwide.
There's a huge market for the easy remedy of poor quality dialogue recordings due to both reducing TV budgets and new delivery formats such as Youtube and tiktok, where the content creators have less access to specialist tools.
If SN105 can produce tools that solve these issues in a few clicks, then there's a huge market of creators and studios, whether it's creating their own plugins charging subscriptions, or licensing the models to companies that make them.
At it's current price of 0.0013 i think it's way undervalued...
Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.
Subnet 41 @sportstensor is fascinating.
Miners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.
Emissions are released based on a 1% of $ volume on markets.
For example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal.
If the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.
This on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.
However i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.
What would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.
How many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.
Is subnet 41 the strongest IM in the eco at present?
@neuromancer_t
One thing i've noticed is that #Alephium $ALPH has an insatiable community presence on X, always amazing engagement and good convo. A cult, but one that's not rude or annoying (yet)
Also $ALPH is just breaching $2 again, one of the only few performing right now. Something something, hash rate and price correlation, something something.
In only 1 week, @Tenex_SN67 already have LP of over 2000 $TAO
Trading isn't even live yet.
Very interested to see how this all plays out, with 90% of revenue going to alpha buy backs.
If it's a @YumaGroup Bittensor subnet, don't buy it.
They should be incentivised to offer their teams better terms, so let's cut them off and drive the change we want to see.
$TAO
Documenting my journey into AI.
From non-coder to..⁉️
Sharing simple explanations & exploring the world of 'vibe coding'.
Tweets on AI, learning, & the process
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If only he analyzed his own sleep schedule as rigorously as those subnets, he might finally rest instead of retweeting at 3 AM.","win":"Dr Reed’s standout achievement is his influential role in spotlighting the Bittensor $TAO network early, educating thousands on its unique subnet economy and attracting serious attention from major investment funds like Grayscale and Safello, positioning himself as a trusted strategic advisor and thought leader in the crypto investment space."},"tweets":[{"bookmarked":false,"display_text_range":[0,80],"entities":{"hashtags":[],"symbols":[{"indices":[25,29],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1956096891344838737","quoted_status_permalink":{"url":"https://t.co/nAPMp0dea9","expanded":"https://twitter.com/trackfilings/status/1956096891344838737","display":"x.com/trackfilings/s…"},"retweeted":false,"fact_check":null,"id":"1956320379909050658","view_count":17786,"bookmark_count":20,"created_at":1755258099000,"favorite_count":265,"quote_count":1,"reply_count":16,"retweet_count":44,"user_id_str":"47991533","conversation_id_str":"1956320379909050658","full_text":"So... there's not enough $TAO on exchanges for this kind of investment\n\nPrice ⬆️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - 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So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[{"indices":[68,75],"text":"kadena"},{"indices":[68,75],"text":"kadena"}],"symbols":[{"indices":[76,80],"text":"KDA"},{"indices":[76,80],"text":"KDA"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1798708689215324512","view_count":30141,"bookmark_count":12,"created_at":1717680544000,"favorite_count":131,"quote_count":2,"reply_count":53,"retweet_count":11,"user_id_str":"47991533","conversation_id_str":"1798708689215324512","full_text":"My worst ever decision making process and investment ever has been #kadena $KDA \n\nI've made some mistakes in this space as have most people, but Kadena takes the biscuit. 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They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? 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It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"symbols":[{"indices":[77,81],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1966139468596858968","quoted_status_permalink":{"url":"https://t.co/s3jNkEzbj0","expanded":"https://twitter.com/0x_Markets/status/1966139468596858968","display":"x.com/0x_Markets/sta…"},"retweeted":false,"fact_check":null,"id":"1969069818058781141","view_count":3941,"bookmark_count":3,"created_at":1758297802000,"favorite_count":102,"quote_count":3,"reply_count":15,"retweet_count":51,"user_id_str":"47991533","conversation_id_str":"1969069818058781141","full_text":"Built on Base, liquidity incentivised by Bittensor.\n\nCapital flow: Fiat > $TAO > Alpha","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"symbols":[{"indices":[0,4],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986352305441284394","quoted_status_permalink":{"url":"https://t.co/VPvZDvp1Nq","expanded":"https://twitter.com/defi0xjeff/status/1986352305441284394","display":"x.com/defi0xjeff/sta…"},"retweeted":false,"fact_check":null,"id":"1986357917478420780","view_count":6187,"bookmark_count":1,"created_at":1762419606000,"favorite_count":100,"quote_count":0,"reply_count":6,"retweet_count":19,"user_id_str":"47991533","conversation_id_str":"1986357917478420780","full_text":"$TAO\n\nIt's really that simple","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[{"indices":[31,40],"text":"Alephium"},{"indices":[31,40],"text":"Alephium"}],"media":[{"display_url":"pic.x.com/nwa0dycmhh","expanded_url":"https://twitter.com/layer1hunter/status/1829933897091530821/photo/1","id_str":"1829933753755414528","indices":[274,297],"media_key":"3_1829933753755414528","media_url_https":"https://pbs.twimg.com/media/GWU7DbsWsAAzilW.png","type":"photo","url":"https://t.co/NwA0DycmHH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1160,"w":2048,"resize":"fit"},"medium":{"h":680,"w":1200,"resize":"fit"},"small":{"h":385,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1762,"width":3110,"focus_rects":[{"x":0,"y":0,"w":3110,"h":1742},{"x":129,"y":0,"w":1762,"h":1762},{"x":237,"y":0,"w":1546,"h":1762},{"x":570,"y":0,"w":881,"h":1762},{"x":0,"y":0,"w":3110,"h":1762}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1829933753755414528"}}}],"symbols":[{"indices":[41,46],"text":"ALPH"},{"indices":[188,193],"text":"ALPH"},{"indices":[41,46],"text":"ALPH"},{"indices":[188,193],"text":"ALPH"}],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/nwa0dycmhh","expanded_url":"https://twitter.com/layer1hunter/status/1829933897091530821/photo/1","id_str":"1829933753755414528","indices":[274,297],"media_key":"3_1829933753755414528","media_url_https":"https://pbs.twimg.com/media/GWU7DbsWsAAzilW.png","type":"photo","url":"https://t.co/NwA0DycmHH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1160,"w":2048,"resize":"fit"},"medium":{"h":680,"w":1200,"resize":"fit"},"small":{"h":385,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1762,"width":3110,"focus_rects":[{"x":0,"y":0,"w":3110,"h":1742},{"x":129,"y":0,"w":1762,"h":1762},{"x":237,"y":0,"w":1546,"h":1762},{"x":570,"y":0,"w":881,"h":1762},{"x":0,"y":0,"w":3110,"h":1762}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1829933753755414528"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1829933897091530821","view_count":3849,"bookmark_count":2,"created_at":1725125214000,"favorite_count":96,"quote_count":1,"reply_count":12,"retweet_count":14,"user_id_str":"47991533","conversation_id_str":"1829933897091530821","full_text":"One thing i've noticed is that #Alephium $ALPH has an insatiable community presence on X, always amazing engagement and good convo. A cult, but one that's not rude or annoying (yet)\n\nAlso $ALPH is just breaching $2 again, one of the only few performing right now. 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Many of these challenges were far more than dealing with simple EQ tweaks and we quite regularly had to deploy complex noise reduction techniques.\n\nEvery so often you'd get sequences of dialogue where the background noise was meandering and changing all the time, and standard tools fail to deal with the problem. Due to budgets you run out of time leading to sub standard output, all because the source material was poorly recorded.\n\nFix it in post is a thing, but sometimes it's just too far.\n\nStep in SN105 @SoundsRight_SN where they're deploying models for vocal enhancement, and have just increased their spec to 48khz, which happens to be the standard delivery sample rate for audio visual content worldwide.\n\nThere's a huge market for the easy remedy of poor quality dialogue recordings due to both reducing TV budgets and new delivery formats such as Youtube and tiktok, where the content creators have less access to specialist tools.\n\nIf SN105 can produce tools that solve these issues in a few clicks, then there's a huge market of creators and studios, whether it's creating their own plugins charging subscriptions, or licensing the models to companies that make them.\n\nAt it's current price of 0.0013 i think it's way undervalued...","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[{"indices":[57,61],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1970117748706410497","name":"Tenex - SN67","screen_name":"Tenex_SN67","indices":[16,27]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1971655919361839539","view_count":2026,"bookmark_count":1,"created_at":1758914377000,"favorite_count":85,"quote_count":2,"reply_count":12,"retweet_count":46,"user_id_str":"47991533","conversation_id_str":"1971655919361839539","full_text":"In only 1 week, @Tenex_SN67 already have LP of over 2000 $TAO \n\nTrading isn't even live yet.\n\nVery interested to see how this all plays out, with 90% of revenue going to alpha buy backs.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,162],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/g02tcoffqo","expanded_url":"https://twitter.com/layer1hunter/status/1750188480016085080/photo/1","id_str":"1750188464493023232","indices":[163,186],"media_key":"3_1750188464493023232","media_url_https":"https://pbs.twimg.com/media/GEnrIrQX0AAHyx5.jpg","type":"photo","url":"https://t.co/G02tcOfFQo","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":85,"y":167,"h":61,"w":61}]},"medium":{"faces":[{"x":85,"y":167,"h":61,"w":61}]},"small":{"faces":[{"x":49,"y":97,"h":35,"w":35}]},"orig":{"faces":[{"x":85,"y":167,"h":61,"w":61}]}},"sizes":{"large":{"h":1048,"w":1170,"resize":"fit"},"medium":{"h":1048,"w":1170,"resize":"fit"},"small":{"h":609,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1170,"focus_rects":[{"x":0,"y":393,"w":1170,"h":655},{"x":0,"y":0,"w":1048,"h":1048},{"x":37,"y":0,"w":919,"h":1048},{"x":234,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1170,"h":1048}]},"media_results":{"result":{"media_key":"3_1750188464493023232"}}}],"symbols":[{"indices":[15,20],"text":"ALPH"},{"indices":[105,110],"text":"AYIN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1653658568166612993","name":"AYIN","screen_name":"ayincoin","indices":[111,120]}]},"extended_entities":{"media":[{"display_url":"pic.twitter.com/G02tcOfFQo","expanded_url":"https://twitter.com/layer1hunter/status/1750188480016085080/photo/1","id_str":"1750188464493023232","indices":[163,186],"media_key":"3_1750188464493023232","media_url_https":"https://pbs.twimg.com/media/GEnrIrQX0AAHyx5.jpg","type":"photo","url":"https://t.co/G02tcOfFQo","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":85,"y":167,"h":61,"w":61}]},"medium":{"faces":[{"x":85,"y":167,"h":61,"w":61}]},"small":{"faces":[{"x":49,"y":97,"h":35,"w":35}]},"orig":{"faces":[{"x":85,"y":167,"h":61,"w":61}]}},"sizes":{"large":{"h":1048,"w":1170,"resize":"fit"},"medium":{"h":1048,"w":1170,"resize":"fit"},"small":{"h":609,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1170,"focus_rects":[{"x":0,"y":393,"w":1170,"h":655},{"x":0,"y":0,"w":1048,"h":1048},{"x":37,"y":0,"w":919,"h":1048},{"x":234,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1170,"h":1048}]},"media_results":{"result":{"media_key":"3_1750188464493023232"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1750188480016085080","view_count":4013,"bookmark_count":2,"created_at":1706112425000,"favorite_count":84,"quote_count":3,"reply_count":6,"retweet_count":14,"user_id_str":"47991533","conversation_id_str":"1750188480016085080","full_text":"Everyone is in $ALPH because it's so obvious it's going to print hard this cycle. \n\nRemember. 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The artistic style is reminiscent of Studio Ghibli, characterized by its gentle, flowing lines and serene atmosphere, with a slight gradient effect on the hand's skin tone adding depth."}}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1975206383688859657","view_count":1566,"bookmark_count":0,"created_at":1759760874000,"favorite_count":81,"quote_count":3,"reply_count":23,"retweet_count":37,"user_id_str":"47991533","conversation_id_str":"1975206383688859657","full_text":"Many of the early land grabbers of Bitcoin, are also becoming early land grabbers of Bittensor $TAO https://t.co/Oq3eWvHdUf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - SN67","screen_name":"Tenex_SN67","indices":[2178,2189]},{"id_str":"396045469","name":"Barry Silbert","screen_name":"BarrySilbert","indices":[2489,2502]},{"id_str":"2800345565","name":"Grayscale","screen_name":"Grayscale","indices":[2508,2518]},{"id_str":"1849591551699070976","name":"Yuma","screen_name":"YumaGroup","indices":[2523,2533]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[2535,2545]},{"id_str":"1917991360533299200","name":"xTAO - a Bittensor company","screen_name":"xtaohq","indices":[2551,2558]},{"id_str":"11392102","name":"Mark Jeffrey","screen_name":"markjeffrey","indices":[2560,2572]},{"id_str":"1920950000428765185","name":"Stillcore Capital","screen_name":"stillcorecap","indices":[2578,2591]},{"id_str":"215615595","name":"siamkidd","screen_name":"SiamKidd","indices":[2593,2602]},{"id_str":"17486417","name":"Mark Creaser","screen_name":"MarkCreaser","indices":[2603,2615]},{"id_str":"1923028364178100224","name":"DSV","screen_name":"dsvfund","indices":[2621,2629]},{"id_str":"9717812","name":"FrankSchuil","screen_name":"FrankSchuil","indices":[2631,2643]},{"id_str":"1617392467","name":"Safello","screen_name":"SafelloAB","indices":[2649,2659]},{"id_str":"1177443218","name":"Sami Kassab","screen_name":"Old_Samster","indices":[2661,2673]},{"id_str":"1912160632356409344","name":"Unsupervised Capital","screen_name":"UnsupervisedCap","indices":[2679,2695]}]},"favorited":true,"lang":"en","quoted_status_id_str":"1988715253748888032","quoted_status_permalink":{"url":"https://t.co/vjWMJGv9vX","expanded":"https://twitter.com/notthreadguy/status/1988715253748888032","display":"x.com/notthreadguy/s…"},"retweeted":false,"fact_check":null,"id":"1989010753307750577","view_count":13289,"bookmark_count":31,"created_at":1763052092000,"favorite_count":140,"quote_count":6,"reply_count":19,"retweet_count":30,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"Yo @notthreadguy , you asked for a more r3tarded insight to Bittensor $TAO. So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[31,35],"text":"TAO"},{"indices":[31,35],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1754947298897899520","name":"SoundsRight | SN105","screen_name":"SoundsRight_SN","indices":[89,104]},{"id_str":"1754947298897899520","name":"SoundsRight | SN105","screen_name":"SoundsRight_SN","indices":[89,104]},{"id_str":"1754947298897899520","name":"SoundsRight | SN105","screen_name":"SoundsRight_SN","indices":[1046,1061]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1970203553164603839","view_count":4166,"bookmark_count":3,"created_at":1758568106000,"favorite_count":89,"quote_count":4,"reply_count":18,"retweet_count":45,"user_id_str":"47991533","conversation_id_str":"1970203553164603839","full_text":"It's fun discovering Bittensor $TAO subnets that have been drastically overlooked: SN105 @SoundsRight_SN\n\nI spent 15 years as a re-recording mixer in the television industry working on projects across pretty much every major global network, racking up 1000s of hours worth of content.\n\nAs more and more content is produced over time, budget per content hour gets lower and becomes more commoditised.\n\nOne of the largest challenges we dealt with on a daily basis was poorly recorded audio leading to lack of intelligibility of dialogue. Many of these challenges were far more than dealing with simple EQ tweaks and we quite regularly had to deploy complex noise reduction techniques.\n\nEvery so often you'd get sequences of dialogue where the background noise was meandering and changing all the time, and standard tools fail to deal with the problem. Due to budgets you run out of time leading to sub standard output, all because the source material was poorly recorded.\n\nFix it in post is a thing, but sometimes it's just too far.\n\nStep in SN105 @SoundsRight_SN where they're deploying models for vocal enhancement, and have just increased their spec to 48khz, which happens to be the standard delivery sample rate for audio visual content worldwide.\n\nThere's a huge market for the easy remedy of poor quality dialogue recordings due to both reducing TV budgets and new delivery formats such as Youtube and tiktok, where the content creators have less access to specialist tools.\n\nIf SN105 can produce tools that solve these issues in a few clicks, then there's a huge market of creators and studios, whether it's creating their own plugins charging subscriptions, or licensing the models to companies that make them.\n\nAt it's current price of 0.0013 i think it's way undervalued...","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,80],"entities":{"hashtags":[],"symbols":[{"indices":[25,29],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1956096891344838737","quoted_status_permalink":{"url":"https://t.co/nAPMp0dea9","expanded":"https://twitter.com/trackfilings/status/1956096891344838737","display":"x.com/trackfilings/s…"},"retweeted":false,"fact_check":null,"id":"1956320379909050658","view_count":17786,"bookmark_count":20,"created_at":1755258099000,"favorite_count":265,"quote_count":1,"reply_count":16,"retweet_count":44,"user_id_str":"47991533","conversation_id_str":"1956320379909050658","full_text":"So... there's not enough $TAO on exchanges for this kind of investment\n\nPrice ⬆️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"symbols":[{"indices":[77,81],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1966139468596858968","quoted_status_permalink":{"url":"https://t.co/s3jNkEzbj0","expanded":"https://twitter.com/0x_Markets/status/1966139468596858968","display":"x.com/0x_Markets/sta…"},"retweeted":false,"fact_check":null,"id":"1969069818058781141","view_count":3941,"bookmark_count":3,"created_at":1758297802000,"favorite_count":102,"quote_count":3,"reply_count":15,"retweet_count":51,"user_id_str":"47991533","conversation_id_str":"1969069818058781141","full_text":"Built on Base, liquidity incentivised by Bittensor.\n\nCapital flow: Fiat > $TAO > Alpha","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[{"indices":[14,18],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1969302075021394182","view_count":1596,"bookmark_count":0,"created_at":1758353177000,"favorite_count":66,"quote_count":2,"reply_count":15,"retweet_count":28,"user_id_str":"47991533","conversation_id_str":"1969302075021394182","full_text":"Comment on my $TAO posts with Nuance or INSP farming and you get a block.\n\nHave a nice day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.\n\nHow many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[{"indices":[31,40],"text":"Alephium"},{"indices":[31,40],"text":"Alephium"}],"media":[{"display_url":"pic.x.com/nwa0dycmhh","expanded_url":"https://twitter.com/layer1hunter/status/1829933897091530821/photo/1","id_str":"1829933753755414528","indices":[274,297],"media_key":"3_1829933753755414528","media_url_https":"https://pbs.twimg.com/media/GWU7DbsWsAAzilW.png","type":"photo","url":"https://t.co/NwA0DycmHH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1160,"w":2048,"resize":"fit"},"medium":{"h":680,"w":1200,"resize":"fit"},"small":{"h":385,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1762,"width":3110,"focus_rects":[{"x":0,"y":0,"w":3110,"h":1742},{"x":129,"y":0,"w":1762,"h":1762},{"x":237,"y":0,"w":1546,"h":1762},{"x":570,"y":0,"w":881,"h":1762},{"x":0,"y":0,"w":3110,"h":1762}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1829933753755414528"}}}],"symbols":[{"indices":[41,46],"text":"ALPH"},{"indices":[188,193],"text":"ALPH"},{"indices":[41,46],"text":"ALPH"},{"indices":[188,193],"text":"ALPH"}],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/nwa0dycmhh","expanded_url":"https://twitter.com/layer1hunter/status/1829933897091530821/photo/1","id_str":"1829933753755414528","indices":[274,297],"media_key":"3_1829933753755414528","media_url_https":"https://pbs.twimg.com/media/GWU7DbsWsAAzilW.png","type":"photo","url":"https://t.co/NwA0DycmHH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1160,"w":2048,"resize":"fit"},"medium":{"h":680,"w":1200,"resize":"fit"},"small":{"h":385,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1762,"width":3110,"focus_rects":[{"x":0,"y":0,"w":3110,"h":1742},{"x":129,"y":0,"w":1762,"h":1762},{"x":237,"y":0,"w":1546,"h":1762},{"x":570,"y":0,"w":881,"h":1762},{"x":0,"y":0,"w":3110,"h":1762}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1829933753755414528"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1829933897091530821","view_count":3849,"bookmark_count":2,"created_at":1725125214000,"favorite_count":96,"quote_count":1,"reply_count":12,"retweet_count":14,"user_id_str":"47991533","conversation_id_str":"1829933897091530821","full_text":"One thing i've noticed is that #Alephium $ALPH has an insatiable community presence on X, always amazing engagement and good convo. A cult, but one that's not rude or annoying (yet)\n\nAlso $ALPH is just breaching $2 again, one of the only few performing right now. 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get this straight. We get to buy subnet tokens at a very low price, and get to vote on which fully vetted qualified team gets to take on the subnet?\n\nWe're going to see highly developed products competing for this slot with as near as a guarantee as you can get that the team that wins will be highly performant.\n\nCount me in! $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.\n\nHow many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987945214023999605","quoted_status_permalink":{"url":"https://t.co/VsksuDHlx6","expanded":"https://twitter.com/bitstarterai/status/1987945214023999605","display":"x.com/bitstarterai/s…"},"retweeted":false,"fact_check":null,"id":"1987946770958348336","view_count":855,"bookmark_count":0,"created_at":1762798419000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1987946770958348336","full_text":"Gong to attend this 🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":6,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,196],"entities":{"hashtags":[],"symbols":[{"indices":[39,43],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1908181343290200064","name":"Bitcast | SN93","screen_name":"Bitcast_network","indices":[44,60]}]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1988347498755207513","view_count":1475,"bookmark_count":1,"created_at":1762893960000,"favorite_count":40,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"47991533","conversation_id_str":"1988347498755207513","full_text":"Looks like I'm going to be a Bittensor $TAO @Bitcast_network miner on X\n\nHave never mined anything before, and this process took be about 3 clicks. Very impressive UX flow team!\n\nbitcast-x1b03a9e1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530428929021988864","name":"Punisher ττ","screen_name":"CryptoZPunisher","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"CryptoZPunisher","lang":"en","retweeted":false,"fact_check":null,"id":"1988226313182740519","view_count":354,"bookmark_count":0,"created_at":1762865067000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1988216315983671663","full_text":"@CryptoZPunisher Incredible incentive mechanism to get that liq across guys","in_reply_to_user_id_str":"1530428929021988864","in_reply_to_status_id_str":"1988216315983671663","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":4,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,122],"entities":{"hashtags":[],"symbols":[{"indices":[10,14],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988487154725503164","quoted_status_permalink":{"url":"https://t.co/F1ORu7hAym","expanded":"https://twitter.com/mogmachine/status/1988487154725503164","display":"x.com/mogmachine/sta…"},"retweeted":false,"fact_check":null,"id":"1988627967619088691","view_count":2184,"bookmark_count":0,"created_at":1762960829000,"favorite_count":33,"quote_count":0,"reply_count":4,"retweet_count":6,"user_id_str":"47991533","conversation_id_str":"1988627967619088691","full_text":"Bittensor $TAO Subnets now properly treating their emissions like cash flow is the level up that will become the standard.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":20,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - SN67","screen_name":"Tenex_SN67","indices":[2178,2189]},{"id_str":"396045469","name":"Barry Silbert","screen_name":"BarrySilbert","indices":[2489,2502]},{"id_str":"2800345565","name":"Grayscale","screen_name":"Grayscale","indices":[2508,2518]},{"id_str":"1849591551699070976","name":"Yuma","screen_name":"YumaGroup","indices":[2523,2533]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[2535,2545]},{"id_str":"1917991360533299200","name":"xTAO - a Bittensor company","screen_name":"xtaohq","indices":[2551,2558]},{"id_str":"11392102","name":"Mark Jeffrey","screen_name":"markjeffrey","indices":[2560,2572]},{"id_str":"1920950000428765185","name":"Stillcore Capital","screen_name":"stillcorecap","indices":[2578,2591]},{"id_str":"215615595","name":"siamkidd","screen_name":"SiamKidd","indices":[2593,2602]},{"id_str":"17486417","name":"Mark Creaser","screen_name":"MarkCreaser","indices":[2603,2615]},{"id_str":"1923028364178100224","name":"DSV","screen_name":"dsvfund","indices":[2621,2629]},{"id_str":"9717812","name":"FrankSchuil","screen_name":"FrankSchuil","indices":[2631,2643]},{"id_str":"1617392467","name":"Safello","screen_name":"SafelloAB","indices":[2649,2659]},{"id_str":"1177443218","name":"Sami Kassab","screen_name":"Old_Samster","indices":[2661,2673]},{"id_str":"1912160632356409344","name":"Unsupervised Capital","screen_name":"UnsupervisedCap","indices":[2679,2695]}]},"favorited":true,"lang":"en","quoted_status_id_str":"1988715253748888032","quoted_status_permalink":{"url":"https://t.co/vjWMJGv9vX","expanded":"https://twitter.com/notthreadguy/status/1988715253748888032","display":"x.com/notthreadguy/s…"},"retweeted":false,"fact_check":null,"id":"1989010753307750577","view_count":13289,"bookmark_count":31,"created_at":1763052092000,"favorite_count":140,"quote_count":6,"reply_count":19,"retweet_count":30,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"Yo @notthreadguy , you asked for a more r3tarded insight to Bittensor $TAO. So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/exponentialree…","expanded_url":"https://x.com/exponentialreed/status/1989012097947062482","url":"https://t.co/RUbGc6yUvv","indices":[24,47]}],"user_mentions":[{"id_str":"1468130586975825925","name":"Hong ττ","screen_name":"flex4woo","indices":[0,9]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"flex4woo","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989012097947062482","quoted_status_permalink":{"url":"https://t.co/b0vCq2pYic","expanded":"https://twitter.com/exponentialreed/status/1989012097947062482","display":"x.com/exponentialree…"},"retweeted":false,"fact_check":null,"id":"1989028086709411976","view_count":233,"bookmark_count":0,"created_at":1763056224000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@flex4woo @notthreadguy https://t.co/RUbGc6yUvv","in_reply_to_user_id_str":"1468130586975825925","in_reply_to_status_id_str":"1989024187856589246","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[31,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1912160127580258304","name":"Roger🇵🇱 $TAO $EMP","screen_name":"Roger3543470062","indices":[0,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[17,30]}]},"favorited":false,"in_reply_to_screen_name":"Roger3543470062","lang":"en","retweeted":false,"fact_check":null,"id":"1989011675157062051","view_count":170,"bookmark_count":0,"created_at":1763052312000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Roger3543470062 @notthreadguy He's correct, some subnets are 100% APY","in_reply_to_user_id_str":"1912160127580258304","in_reply_to_status_id_str":"1989011448496812354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1531721620817059842","name":"Jejinho","screen_name":"jeremie_yung","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]}]},"favorited":false,"in_reply_to_screen_name":"jeremie_yung","lang":"en","retweeted":false,"fact_check":null,"id":"1989028053045977554","view_count":169,"bookmark_count":0,"created_at":1763056216000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@jeremie_yung @notthreadguy That's the next step up from the r3tard version","in_reply_to_user_id_str":"1531721620817059842","in_reply_to_status_id_str":"1989012763222462887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[53,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1294704591540494336","name":"Crypto YoYo (τ,α)","screen_name":"Cryptoyoyo64","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[28,38]},{"id_str":"1408065757741682698","name":"TAO Synergies Inc.","screen_name":"TAOSynergies","indices":[39,52]}]},"favorited":false,"in_reply_to_screen_name":"Cryptoyoyo64","lang":"en","retweeted":false,"fact_check":null,"id":"1989107225173061813","view_count":145,"bookmark_count":0,"created_at":1763075092000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Cryptoyoyo64 @notthreadguy @jaltucher @TAOSynergies Ffs. Apologies, James","in_reply_to_user_id_str":"1294704591540494336","in_reply_to_status_id_str":"1989099890639794419","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":6,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[55,59],"text":"TAO"},{"indices":[55,59],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1043,1053]},{"id_str":"1848432432921645056","name":"lium.io","screen_name":"lium_io","indices":[1054,1062]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1105,1117]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1152,1162]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[1163,1172]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3948,3961]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989362480276013069","view_count":126,"bookmark_count":3,"created_at":1763135950000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"47991533","conversation_id_str":"1989362480276013069","full_text":"This is my second post in my r3tard guide to Bittensor $TAO series.\n\nIn this post I'm going to cover what a subnet is and a bit more about tokens and how they compare to other networks.\n\nSorry, it gets a little more complicated in language now, but this is level 2 after all. \n\nYou can read my first post (level 1) in the link under this post.\n\nThe structure of how a subnet is made is at it's core the same across every single subnet. \n\nThey have:\nA) The base subnet layer where tokens are distributed by the system\nB) The Incentive mechanism (IM) layer where the team have to decide what output they want miners to achieve and build an IM around it that is competed for by miners and scored for by validators\nC) Product layer - a monetisable product from the output needs to be made, or face reduction in funding.\n\nTeams that deliver value, or sell their vision well, will get funded, teams that don't... don't\n\nRegarding subnet outputs:\nThe output can be anything you could think of, ranging from ideas such as-\n1) The provision of compute @chutes_ai @lium_io \n2) Prediction of the future price of BTC @SynthdataCo \n3) The improvement of agent code @ridges_ai @bitsecai \n\nThe incentive mechanism has to be scored around a benchmark, which is what the validators judge them on.\n\nIn the cases of the above that might be:\n1) Was the compute provided\n2) Was the prediction correct\n3) Which miner did the best code improvement \n\nThis makes Bittensor a highly flexible incentive mechanism protocol that can capital fund any idea as long as it can either make money, or people might want to support a nice cause for a period.\n\n-----------------------\n\nTokens\n\nThe idea of buying subnet tokens is pretty simple. Buying a subnet token at it's core is just like buying any 💩 coin on Solana or Eth.\n\nThe tokens launched are still the same concept in terms of the fact that they are a project/company with their own team. Some teams are legendary, and some are 👺\n\nWhen you buy a token on Sol, you do so with Sol or USDC on chain. The token was minted depending on the teams preference, and they have choice over their tokenomics.... On Bittensor it's different as all the launches are the same, as are the tokenomics. \n\nOnce a token on Sol is live, it's symbiotic connection to the network it was launched on mostly ends there. There might be a market on chain, and it might find it's way to a CEX but it doesn't really drive any value back to SOL itself aside from being the unit of account in pools, and provide transaction volume on the network.\n\nOn Bittensor, capital funding is heavily tied to subnet performance, so teams have to drive value back to their token through fundraising (getting speculative buyers), or by gaining real world revenue. If they fail to do so funding dries up. \n\nHow their capital funding is provided is judging which subnets put most back into their pool, and guess where that comes from? Yes it's the amount of TAO itself driven back into the pools. You can think of this as a permanently ongoing Y combinator. The ultimate capital funding game.\n\nSo, every subnet is now battling to put TAO into their pools (by buying subnet tokens) in order to stay funded, thus aligning every team back to TAO. This is the fundamental difference. Bittensor projects are aligned to TAO. SOL (or other L1 projects) are not aligned to SOL\n\n------------------------\n\nWhy Bittensor will be valuable AF \n\nWhere other L1 protocols such as Sol or Eth operate on number of users on their network creating the value, on Bittensor each project (subnet) is in effect it's own network. Bittensor is a network of networks.\n\nWhere we can look at the likes of Bitcoin, Solana or even Facebook as being Metcalfe's law followers (and you have seen the growth of value in those networks), Bittensor, being a network of networks follows a different law... 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More success will just leave the county, leaving more tax raises for ordinary people.\n\nStudy incentive mechanisms.\n\nNone of you are fit to run a piss up in a brewery.","in_reply_to_user_id_str":"545081356","in_reply_to_status_id_str":"1989392875378151558","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":0,"startTime":1763251200000,"endTime":1763337600000,"tweets":[]},{"label":"2025-11-18","value":1,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,15],"entities":{"hashtags":[],"symbols":[{"indices":[11,15],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1990493014943469921","quoted_status_permalink":{"url":"https://t.co/7TdW073Zvl","expanded":"https://twitter.com/camolnft/status/1990493014943469921","display":"x.com/camolnft/statu…"},"retweeted":false,"fact_check":null,"id":"1990493213128339937","view_count":610,"bookmark_count":0,"created_at":1763405538000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1990493213128339937","full_text":"Believe in $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]}],"nbookmarks":[{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":1,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1056304242812743680","name":"DREAD BONGO","screen_name":"DreadBong0","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DreadBong0","lang":"en","retweeted":false,"fact_check":null,"id":"1980365650024624235","view_count":385,"bookmark_count":1,"created_at":1760990939000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1980304221221118421","full_text":"Interesting to see subnets looking for short cuts. 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We get to buy subnet tokens at a very low price, and get to vote on which fully vetted qualified team gets to take on the subnet?\n\nWe're going to see highly developed products competing for this slot with as near as a guarantee as you can get that the team that wins will be highly performant.\n\nCount me in! $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.\n\nHow many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987945214023999605","quoted_status_permalink":{"url":"https://t.co/VsksuDHlx6","expanded":"https://twitter.com/bitstarterai/status/1987945214023999605","display":"x.com/bitstarterai/s…"},"retweeted":false,"fact_check":null,"id":"1987946770958348336","view_count":855,"bookmark_count":0,"created_at":1762798419000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1987946770958348336","full_text":"Gong to attend this 🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":1,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,196],"entities":{"hashtags":[],"symbols":[{"indices":[39,43],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1908181343290200064","name":"Bitcast | SN93","screen_name":"Bitcast_network","indices":[44,60]}]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1988347498755207513","view_count":1475,"bookmark_count":1,"created_at":1762893960000,"favorite_count":40,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"47991533","conversation_id_str":"1988347498755207513","full_text":"Looks like I'm going to be a Bittensor $TAO @Bitcast_network miner on X\n\nHave never mined anything before, and this process took be about 3 clicks. Very impressive UX flow team!\n\nbitcast-x1b03a9e1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530428929021988864","name":"Punisher ττ","screen_name":"CryptoZPunisher","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"CryptoZPunisher","lang":"en","retweeted":false,"fact_check":null,"id":"1988226313182740519","view_count":354,"bookmark_count":0,"created_at":1762865067000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1988216315983671663","full_text":"@CryptoZPunisher Incredible incentive mechanism to get that liq across guys","in_reply_to_user_id_str":"1530428929021988864","in_reply_to_status_id_str":"1988216315983671663","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,122],"entities":{"hashtags":[],"symbols":[{"indices":[10,14],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988487154725503164","quoted_status_permalink":{"url":"https://t.co/F1ORu7hAym","expanded":"https://twitter.com/mogmachine/status/1988487154725503164","display":"x.com/mogmachine/sta…"},"retweeted":false,"fact_check":null,"id":"1988627967619088691","view_count":2184,"bookmark_count":0,"created_at":1762960829000,"favorite_count":33,"quote_count":0,"reply_count":4,"retweet_count":6,"user_id_str":"47991533","conversation_id_str":"1988627967619088691","full_text":"Bittensor $TAO Subnets now properly treating their emissions like cash flow is the level up that will become the standard.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":31,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - SN67","screen_name":"Tenex_SN67","indices":[2178,2189]},{"id_str":"396045469","name":"Barry Silbert","screen_name":"BarrySilbert","indices":[2489,2502]},{"id_str":"2800345565","name":"Grayscale","screen_name":"Grayscale","indices":[2508,2518]},{"id_str":"1849591551699070976","name":"Yuma","screen_name":"YumaGroup","indices":[2523,2533]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[2535,2545]},{"id_str":"1917991360533299200","name":"xTAO - a Bittensor company","screen_name":"xtaohq","indices":[2551,2558]},{"id_str":"11392102","name":"Mark Jeffrey","screen_name":"markjeffrey","indices":[2560,2572]},{"id_str":"1920950000428765185","name":"Stillcore Capital","screen_name":"stillcorecap","indices":[2578,2591]},{"id_str":"215615595","name":"siamkidd","screen_name":"SiamKidd","indices":[2593,2602]},{"id_str":"17486417","name":"Mark Creaser","screen_name":"MarkCreaser","indices":[2603,2615]},{"id_str":"1923028364178100224","name":"DSV","screen_name":"dsvfund","indices":[2621,2629]},{"id_str":"9717812","name":"FrankSchuil","screen_name":"FrankSchuil","indices":[2631,2643]},{"id_str":"1617392467","name":"Safello","screen_name":"SafelloAB","indices":[2649,2659]},{"id_str":"1177443218","name":"Sami Kassab","screen_name":"Old_Samster","indices":[2661,2673]},{"id_str":"1912160632356409344","name":"Unsupervised Capital","screen_name":"UnsupervisedCap","indices":[2679,2695]}]},"favorited":true,"lang":"en","quoted_status_id_str":"1988715253748888032","quoted_status_permalink":{"url":"https://t.co/vjWMJGv9vX","expanded":"https://twitter.com/notthreadguy/status/1988715253748888032","display":"x.com/notthreadguy/s…"},"retweeted":false,"fact_check":null,"id":"1989010753307750577","view_count":13289,"bookmark_count":31,"created_at":1763052092000,"favorite_count":140,"quote_count":6,"reply_count":19,"retweet_count":30,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"Yo @notthreadguy , you asked for a more r3tarded insight to Bittensor $TAO. So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/exponentialree…","expanded_url":"https://x.com/exponentialreed/status/1989012097947062482","url":"https://t.co/RUbGc6yUvv","indices":[24,47]}],"user_mentions":[{"id_str":"1468130586975825925","name":"Hong ττ","screen_name":"flex4woo","indices":[0,9]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"flex4woo","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989012097947062482","quoted_status_permalink":{"url":"https://t.co/b0vCq2pYic","expanded":"https://twitter.com/exponentialreed/status/1989012097947062482","display":"x.com/exponentialree…"},"retweeted":false,"fact_check":null,"id":"1989028086709411976","view_count":233,"bookmark_count":0,"created_at":1763056224000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@flex4woo @notthreadguy https://t.co/RUbGc6yUvv","in_reply_to_user_id_str":"1468130586975825925","in_reply_to_status_id_str":"1989024187856589246","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[31,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1912160127580258304","name":"Roger🇵🇱 $TAO $EMP","screen_name":"Roger3543470062","indices":[0,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[17,30]}]},"favorited":false,"in_reply_to_screen_name":"Roger3543470062","lang":"en","retweeted":false,"fact_check":null,"id":"1989011675157062051","view_count":170,"bookmark_count":0,"created_at":1763052312000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Roger3543470062 @notthreadguy He's correct, some subnets are 100% APY","in_reply_to_user_id_str":"1912160127580258304","in_reply_to_status_id_str":"1989011448496812354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1531721620817059842","name":"Jejinho","screen_name":"jeremie_yung","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]}]},"favorited":false,"in_reply_to_screen_name":"jeremie_yung","lang":"en","retweeted":false,"fact_check":null,"id":"1989028053045977554","view_count":169,"bookmark_count":0,"created_at":1763056216000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@jeremie_yung @notthreadguy That's the next step up from the r3tard version","in_reply_to_user_id_str":"1531721620817059842","in_reply_to_status_id_str":"1989012763222462887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[53,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1294704591540494336","name":"Crypto YoYo (τ,α)","screen_name":"Cryptoyoyo64","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[28,38]},{"id_str":"1408065757741682698","name":"TAO Synergies Inc.","screen_name":"TAOSynergies","indices":[39,52]}]},"favorited":false,"in_reply_to_screen_name":"Cryptoyoyo64","lang":"en","retweeted":false,"fact_check":null,"id":"1989107225173061813","view_count":145,"bookmark_count":0,"created_at":1763075092000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Cryptoyoyo64 @notthreadguy @jaltucher @TAOSynergies Ffs. Apologies, James","in_reply_to_user_id_str":"1294704591540494336","in_reply_to_status_id_str":"1989099890639794419","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":3,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[55,59],"text":"TAO"},{"indices":[55,59],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1043,1053]},{"id_str":"1848432432921645056","name":"lium.io","screen_name":"lium_io","indices":[1054,1062]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1105,1117]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1152,1162]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[1163,1172]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3948,3961]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989362480276013069","view_count":126,"bookmark_count":3,"created_at":1763135950000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"47991533","conversation_id_str":"1989362480276013069","full_text":"This is my second post in my r3tard guide to Bittensor $TAO series.\n\nIn this post I'm going to cover what a subnet is and a bit more about tokens and how they compare to other networks.\n\nSorry, it gets a little more complicated in language now, but this is level 2 after all. \n\nYou can read my first post (level 1) in the link under this post.\n\nThe structure of how a subnet is made is at it's core the same across every single subnet. \n\nThey have:\nA) The base subnet layer where tokens are distributed by the system\nB) The Incentive mechanism (IM) layer where the team have to decide what output they want miners to achieve and build an IM around it that is competed for by miners and scored for by validators\nC) Product layer - a monetisable product from the output needs to be made, or face reduction in funding.\n\nTeams that deliver value, or sell their vision well, will get funded, teams that don't... don't\n\nRegarding subnet outputs:\nThe output can be anything you could think of, ranging from ideas such as-\n1) The provision of compute @chutes_ai @lium_io \n2) Prediction of the future price of BTC @SynthdataCo \n3) The improvement of agent code @ridges_ai @bitsecai \n\nThe incentive mechanism has to be scored around a benchmark, which is what the validators judge them on.\n\nIn the cases of the above that might be:\n1) Was the compute provided\n2) Was the prediction correct\n3) Which miner did the best code improvement \n\nThis makes Bittensor a highly flexible incentive mechanism protocol that can capital fund any idea as long as it can either make money, or people might want to support a nice cause for a period.\n\n-----------------------\n\nTokens\n\nThe idea of buying subnet tokens is pretty simple. Buying a subnet token at it's core is just like buying any 💩 coin on Solana or Eth.\n\nThe tokens launched are still the same concept in terms of the fact that they are a project/company with their own team. Some teams are legendary, and some are 👺\n\nWhen you buy a token on Sol, you do so with Sol or USDC on chain. The token was minted depending on the teams preference, and they have choice over their tokenomics.... On Bittensor it's different as all the launches are the same, as are the tokenomics. \n\nOnce a token on Sol is live, it's symbiotic connection to the network it was launched on mostly ends there. There might be a market on chain, and it might find it's way to a CEX but it doesn't really drive any value back to SOL itself aside from being the unit of account in pools, and provide transaction volume on the network.\n\nOn Bittensor, capital funding is heavily tied to subnet performance, so teams have to drive value back to their token through fundraising (getting speculative buyers), or by gaining real world revenue. If they fail to do so funding dries up. \n\nHow their capital funding is provided is judging which subnets put most back into their pool, and guess where that comes from? Yes it's the amount of TAO itself driven back into the pools. You can think of this as a permanently ongoing Y combinator. The ultimate capital funding game.\n\nSo, every subnet is now battling to put TAO into their pools (by buying subnet tokens) in order to stay funded, thus aligning every team back to TAO. This is the fundamental difference. Bittensor projects are aligned to TAO. SOL (or other L1 projects) are not aligned to SOL\n\n------------------------\n\nWhy Bittensor will be valuable AF \n\nWhere other L1 protocols such as Sol or Eth operate on number of users on their network creating the value, on Bittensor each project (subnet) is in effect it's own network. Bittensor is a network of networks.\n\nWhere we can look at the likes of Bitcoin, Solana or even Facebook as being Metcalfe's law followers (and you have seen the growth of value in those networks), Bittensor, being a network of networks follows a different law... 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More success will just leave the county, leaving more tax raises for ordinary people.\n\nStudy incentive mechanisms.\n\nNone of you are fit to run a piss up in a brewery.","in_reply_to_user_id_str":"545081356","in_reply_to_status_id_str":"1989392875378151558","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":0,"startTime":1763251200000,"endTime":1763337600000,"tweets":[]},{"label":"2025-11-18","value":0,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,15],"entities":{"hashtags":[],"symbols":[{"indices":[11,15],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1990493014943469921","quoted_status_permalink":{"url":"https://t.co/7TdW073Zvl","expanded":"https://twitter.com/camolnft/status/1990493014943469921","display":"x.com/camolnft/statu…"},"retweeted":false,"fact_check":null,"id":"1990493213128339937","view_count":610,"bookmark_count":0,"created_at":1763405538000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1990493213128339937","full_text":"Believe in $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]}],"nretweets":[{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1056304242812743680","name":"DREAD BONGO","screen_name":"DreadBong0","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DreadBong0","lang":"en","retweeted":false,"fact_check":null,"id":"1980365650024624235","view_count":385,"bookmark_count":1,"created_at":1760990939000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1980304221221118421","full_text":"Interesting to see subnets looking for short cuts. 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We get to buy subnet tokens at a very low price, and get to vote on which fully vetted qualified team gets to take on the subnet?\n\nWe're going to see highly developed products competing for this slot with as near as a guarantee as you can get that the team that wins will be highly performant.\n\nCount me in! $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.\n\nHow many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987945214023999605","quoted_status_permalink":{"url":"https://t.co/VsksuDHlx6","expanded":"https://twitter.com/bitstarterai/status/1987945214023999605","display":"x.com/bitstarterai/s…"},"retweeted":false,"fact_check":null,"id":"1987946770958348336","view_count":855,"bookmark_count":0,"created_at":1762798419000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1987946770958348336","full_text":"Gong to attend this 🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":8,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,196],"entities":{"hashtags":[],"symbols":[{"indices":[39,43],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1908181343290200064","name":"Bitcast | SN93","screen_name":"Bitcast_network","indices":[44,60]}]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1988347498755207513","view_count":1475,"bookmark_count":1,"created_at":1762893960000,"favorite_count":40,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"47991533","conversation_id_str":"1988347498755207513","full_text":"Looks like I'm going to be a Bittensor $TAO @Bitcast_network miner on X\n\nHave never mined anything before, and this process took be about 3 clicks. Very impressive UX flow team!\n\nbitcast-x1b03a9e1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530428929021988864","name":"Punisher ττ","screen_name":"CryptoZPunisher","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"CryptoZPunisher","lang":"en","retweeted":false,"fact_check":null,"id":"1988226313182740519","view_count":354,"bookmark_count":0,"created_at":1762865067000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1988216315983671663","full_text":"@CryptoZPunisher Incredible incentive mechanism to get that liq across guys","in_reply_to_user_id_str":"1530428929021988864","in_reply_to_status_id_str":"1988216315983671663","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":6,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,122],"entities":{"hashtags":[],"symbols":[{"indices":[10,14],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988487154725503164","quoted_status_permalink":{"url":"https://t.co/F1ORu7hAym","expanded":"https://twitter.com/mogmachine/status/1988487154725503164","display":"x.com/mogmachine/sta…"},"retweeted":false,"fact_check":null,"id":"1988627967619088691","view_count":2184,"bookmark_count":0,"created_at":1762960829000,"favorite_count":33,"quote_count":0,"reply_count":4,"retweet_count":6,"user_id_str":"47991533","conversation_id_str":"1988627967619088691","full_text":"Bittensor $TAO Subnets now properly treating their emissions like cash flow is the level up that will become the standard.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":34,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - SN67","screen_name":"Tenex_SN67","indices":[2178,2189]},{"id_str":"396045469","name":"Barry Silbert","screen_name":"BarrySilbert","indices":[2489,2502]},{"id_str":"2800345565","name":"Grayscale","screen_name":"Grayscale","indices":[2508,2518]},{"id_str":"1849591551699070976","name":"Yuma","screen_name":"YumaGroup","indices":[2523,2533]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[2535,2545]},{"id_str":"1917991360533299200","name":"xTAO - a Bittensor company","screen_name":"xtaohq","indices":[2551,2558]},{"id_str":"11392102","name":"Mark Jeffrey","screen_name":"markjeffrey","indices":[2560,2572]},{"id_str":"1920950000428765185","name":"Stillcore Capital","screen_name":"stillcorecap","indices":[2578,2591]},{"id_str":"215615595","name":"siamkidd","screen_name":"SiamKidd","indices":[2593,2602]},{"id_str":"17486417","name":"Mark Creaser","screen_name":"MarkCreaser","indices":[2603,2615]},{"id_str":"1923028364178100224","name":"DSV","screen_name":"dsvfund","indices":[2621,2629]},{"id_str":"9717812","name":"FrankSchuil","screen_name":"FrankSchuil","indices":[2631,2643]},{"id_str":"1617392467","name":"Safello","screen_name":"SafelloAB","indices":[2649,2659]},{"id_str":"1177443218","name":"Sami Kassab","screen_name":"Old_Samster","indices":[2661,2673]},{"id_str":"1912160632356409344","name":"Unsupervised Capital","screen_name":"UnsupervisedCap","indices":[2679,2695]}]},"favorited":true,"lang":"en","quoted_status_id_str":"1988715253748888032","quoted_status_permalink":{"url":"https://t.co/vjWMJGv9vX","expanded":"https://twitter.com/notthreadguy/status/1988715253748888032","display":"x.com/notthreadguy/s…"},"retweeted":false,"fact_check":null,"id":"1989010753307750577","view_count":13289,"bookmark_count":31,"created_at":1763052092000,"favorite_count":140,"quote_count":6,"reply_count":19,"retweet_count":30,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"Yo @notthreadguy , you asked for a more r3tarded insight to Bittensor $TAO. So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/exponentialree…","expanded_url":"https://x.com/exponentialreed/status/1989012097947062482","url":"https://t.co/RUbGc6yUvv","indices":[24,47]}],"user_mentions":[{"id_str":"1468130586975825925","name":"Hong ττ","screen_name":"flex4woo","indices":[0,9]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"flex4woo","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989012097947062482","quoted_status_permalink":{"url":"https://t.co/b0vCq2pYic","expanded":"https://twitter.com/exponentialreed/status/1989012097947062482","display":"x.com/exponentialree…"},"retweeted":false,"fact_check":null,"id":"1989028086709411976","view_count":233,"bookmark_count":0,"created_at":1763056224000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@flex4woo @notthreadguy https://t.co/RUbGc6yUvv","in_reply_to_user_id_str":"1468130586975825925","in_reply_to_status_id_str":"1989024187856589246","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[31,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1912160127580258304","name":"Roger🇵🇱 $TAO $EMP","screen_name":"Roger3543470062","indices":[0,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[17,30]}]},"favorited":false,"in_reply_to_screen_name":"Roger3543470062","lang":"en","retweeted":false,"fact_check":null,"id":"1989011675157062051","view_count":170,"bookmark_count":0,"created_at":1763052312000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Roger3543470062 @notthreadguy He's correct, some subnets are 100% APY","in_reply_to_user_id_str":"1912160127580258304","in_reply_to_status_id_str":"1989011448496812354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1531721620817059842","name":"Jejinho","screen_name":"jeremie_yung","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]}]},"favorited":false,"in_reply_to_screen_name":"jeremie_yung","lang":"en","retweeted":false,"fact_check":null,"id":"1989028053045977554","view_count":169,"bookmark_count":0,"created_at":1763056216000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@jeremie_yung @notthreadguy That's the next step up from the r3tard version","in_reply_to_user_id_str":"1531721620817059842","in_reply_to_status_id_str":"1989012763222462887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[53,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1294704591540494336","name":"Crypto YoYo (τ,α)","screen_name":"Cryptoyoyo64","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[28,38]},{"id_str":"1408065757741682698","name":"TAO Synergies Inc.","screen_name":"TAOSynergies","indices":[39,52]}]},"favorited":false,"in_reply_to_screen_name":"Cryptoyoyo64","lang":"en","retweeted":false,"fact_check":null,"id":"1989107225173061813","view_count":145,"bookmark_count":0,"created_at":1763075092000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Cryptoyoyo64 @notthreadguy @jaltucher @TAOSynergies Ffs. Apologies, James","in_reply_to_user_id_str":"1294704591540494336","in_reply_to_status_id_str":"1989099890639794419","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":4,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[55,59],"text":"TAO"},{"indices":[55,59],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1043,1053]},{"id_str":"1848432432921645056","name":"lium.io","screen_name":"lium_io","indices":[1054,1062]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1105,1117]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1152,1162]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[1163,1172]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3948,3961]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989362480276013069","view_count":126,"bookmark_count":3,"created_at":1763135950000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"47991533","conversation_id_str":"1989362480276013069","full_text":"This is my second post in my r3tard guide to Bittensor $TAO series.\n\nIn this post I'm going to cover what a subnet is and a bit more about tokens and how they compare to other networks.\n\nSorry, it gets a little more complicated in language now, but this is level 2 after all. \n\nYou can read my first post (level 1) in the link under this post.\n\nThe structure of how a subnet is made is at it's core the same across every single subnet. \n\nThey have:\nA) The base subnet layer where tokens are distributed by the system\nB) The Incentive mechanism (IM) layer where the team have to decide what output they want miners to achieve and build an IM around it that is competed for by miners and scored for by validators\nC) Product layer - a monetisable product from the output needs to be made, or face reduction in funding.\n\nTeams that deliver value, or sell their vision well, will get funded, teams that don't... don't\n\nRegarding subnet outputs:\nThe output can be anything you could think of, ranging from ideas such as-\n1) The provision of compute @chutes_ai @lium_io \n2) Prediction of the future price of BTC @SynthdataCo \n3) The improvement of agent code @ridges_ai @bitsecai \n\nThe incentive mechanism has to be scored around a benchmark, which is what the validators judge them on.\n\nIn the cases of the above that might be:\n1) Was the compute provided\n2) Was the prediction correct\n3) Which miner did the best code improvement \n\nThis makes Bittensor a highly flexible incentive mechanism protocol that can capital fund any idea as long as it can either make money, or people might want to support a nice cause for a period.\n\n-----------------------\n\nTokens\n\nThe idea of buying subnet tokens is pretty simple. Buying a subnet token at it's core is just like buying any 💩 coin on Solana or Eth.\n\nThe tokens launched are still the same concept in terms of the fact that they are a project/company with their own team. Some teams are legendary, and some are 👺\n\nWhen you buy a token on Sol, you do so with Sol or USDC on chain. The token was minted depending on the teams preference, and they have choice over their tokenomics.... On Bittensor it's different as all the launches are the same, as are the tokenomics. \n\nOnce a token on Sol is live, it's symbiotic connection to the network it was launched on mostly ends there. There might be a market on chain, and it might find it's way to a CEX but it doesn't really drive any value back to SOL itself aside from being the unit of account in pools, and provide transaction volume on the network.\n\nOn Bittensor, capital funding is heavily tied to subnet performance, so teams have to drive value back to their token through fundraising (getting speculative buyers), or by gaining real world revenue. If they fail to do so funding dries up. \n\nHow their capital funding is provided is judging which subnets put most back into their pool, and guess where that comes from? Yes it's the amount of TAO itself driven back into the pools. You can think of this as a permanently ongoing Y combinator. The ultimate capital funding game.\n\nSo, every subnet is now battling to put TAO into their pools (by buying subnet tokens) in order to stay funded, thus aligning every team back to TAO. This is the fundamental difference. Bittensor projects are aligned to TAO. SOL (or other L1 projects) are not aligned to SOL\n\n------------------------\n\nWhy Bittensor will be valuable AF \n\nWhere other L1 protocols such as Sol or Eth operate on number of users on their network creating the value, on Bittensor each project (subnet) is in effect it's own network. Bittensor is a network of networks.\n\nWhere we can look at the likes of Bitcoin, Solana or even Facebook as being Metcalfe's law followers (and you have seen the growth of value in those networks), Bittensor, being a network of networks follows a different law... 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More success will just leave the county, leaving more tax raises for ordinary people.\n\nStudy incentive mechanisms.\n\nNone of you are fit to run a piss up in a brewery.","in_reply_to_user_id_str":"545081356","in_reply_to_status_id_str":"1989392875378151558","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":0,"startTime":1763251200000,"endTime":1763337600000,"tweets":[]},{"label":"2025-11-18","value":0,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,15],"entities":{"hashtags":[],"symbols":[{"indices":[11,15],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1990493014943469921","quoted_status_permalink":{"url":"https://t.co/7TdW073Zvl","expanded":"https://twitter.com/camolnft/status/1990493014943469921","display":"x.com/camolnft/statu…"},"retweeted":false,"fact_check":null,"id":"1990493213128339937","view_count":610,"bookmark_count":0,"created_at":1763405538000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1990493213128339937","full_text":"Believe in $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]}],"nlikes":[{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":3,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1056304242812743680","name":"DREAD BONGO","screen_name":"DreadBong0","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DreadBong0","lang":"en","retweeted":false,"fact_check":null,"id":"1980365650024624235","view_count":385,"bookmark_count":1,"created_at":1760990939000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1980304221221118421","full_text":"Interesting to see subnets looking for short cuts. 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We get to buy subnet tokens at a very low price, and get to vote on which fully vetted qualified team gets to take on the subnet?\n\nWe're going to see highly developed products competing for this slot with as near as a guarantee as you can get that the team that wins will be highly performant.\n\nCount me in! $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.\n\nHow many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987945214023999605","quoted_status_permalink":{"url":"https://t.co/VsksuDHlx6","expanded":"https://twitter.com/bitstarterai/status/1987945214023999605","display":"x.com/bitstarterai/s…"},"retweeted":false,"fact_check":null,"id":"1987946770958348336","view_count":855,"bookmark_count":0,"created_at":1762798419000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1987946770958348336","full_text":"Gong to attend this 🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":45,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,196],"entities":{"hashtags":[],"symbols":[{"indices":[39,43],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1908181343290200064","name":"Bitcast | SN93","screen_name":"Bitcast_network","indices":[44,60]}]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1988347498755207513","view_count":1475,"bookmark_count":1,"created_at":1762893960000,"favorite_count":40,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"47991533","conversation_id_str":"1988347498755207513","full_text":"Looks like I'm going to be a Bittensor $TAO @Bitcast_network miner on X\n\nHave never mined anything before, and this process took be about 3 clicks. Very impressive UX flow team!\n\nbitcast-x1b03a9e1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530428929021988864","name":"Punisher ττ","screen_name":"CryptoZPunisher","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"CryptoZPunisher","lang":"en","retweeted":false,"fact_check":null,"id":"1988226313182740519","view_count":354,"bookmark_count":0,"created_at":1762865067000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1988216315983671663","full_text":"@CryptoZPunisher Incredible incentive mechanism to get that liq across guys","in_reply_to_user_id_str":"1530428929021988864","in_reply_to_status_id_str":"1988216315983671663","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":33,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,122],"entities":{"hashtags":[],"symbols":[{"indices":[10,14],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988487154725503164","quoted_status_permalink":{"url":"https://t.co/F1ORu7hAym","expanded":"https://twitter.com/mogmachine/status/1988487154725503164","display":"x.com/mogmachine/sta…"},"retweeted":false,"fact_check":null,"id":"1988627967619088691","view_count":2184,"bookmark_count":0,"created_at":1762960829000,"favorite_count":33,"quote_count":0,"reply_count":4,"retweet_count":6,"user_id_str":"47991533","conversation_id_str":"1988627967619088691","full_text":"Bittensor $TAO Subnets now properly treating their emissions like cash flow is the level up that will become the standard.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":149,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - SN67","screen_name":"Tenex_SN67","indices":[2178,2189]},{"id_str":"396045469","name":"Barry Silbert","screen_name":"BarrySilbert","indices":[2489,2502]},{"id_str":"2800345565","name":"Grayscale","screen_name":"Grayscale","indices":[2508,2518]},{"id_str":"1849591551699070976","name":"Yuma","screen_name":"YumaGroup","indices":[2523,2533]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[2535,2545]},{"id_str":"1917991360533299200","name":"xTAO - a Bittensor company","screen_name":"xtaohq","indices":[2551,2558]},{"id_str":"11392102","name":"Mark Jeffrey","screen_name":"markjeffrey","indices":[2560,2572]},{"id_str":"1920950000428765185","name":"Stillcore Capital","screen_name":"stillcorecap","indices":[2578,2591]},{"id_str":"215615595","name":"siamkidd","screen_name":"SiamKidd","indices":[2593,2602]},{"id_str":"17486417","name":"Mark Creaser","screen_name":"MarkCreaser","indices":[2603,2615]},{"id_str":"1923028364178100224","name":"DSV","screen_name":"dsvfund","indices":[2621,2629]},{"id_str":"9717812","name":"FrankSchuil","screen_name":"FrankSchuil","indices":[2631,2643]},{"id_str":"1617392467","name":"Safello","screen_name":"SafelloAB","indices":[2649,2659]},{"id_str":"1177443218","name":"Sami Kassab","screen_name":"Old_Samster","indices":[2661,2673]},{"id_str":"1912160632356409344","name":"Unsupervised Capital","screen_name":"UnsupervisedCap","indices":[2679,2695]}]},"favorited":true,"lang":"en","quoted_status_id_str":"1988715253748888032","quoted_status_permalink":{"url":"https://t.co/vjWMJGv9vX","expanded":"https://twitter.com/notthreadguy/status/1988715253748888032","display":"x.com/notthreadguy/s…"},"retweeted":false,"fact_check":null,"id":"1989010753307750577","view_count":13289,"bookmark_count":31,"created_at":1763052092000,"favorite_count":140,"quote_count":6,"reply_count":19,"retweet_count":30,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"Yo @notthreadguy , you asked for a more r3tarded insight to Bittensor $TAO. So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/exponentialree…","expanded_url":"https://x.com/exponentialreed/status/1989012097947062482","url":"https://t.co/RUbGc6yUvv","indices":[24,47]}],"user_mentions":[{"id_str":"1468130586975825925","name":"Hong ττ","screen_name":"flex4woo","indices":[0,9]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"flex4woo","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989012097947062482","quoted_status_permalink":{"url":"https://t.co/b0vCq2pYic","expanded":"https://twitter.com/exponentialreed/status/1989012097947062482","display":"x.com/exponentialree…"},"retweeted":false,"fact_check":null,"id":"1989028086709411976","view_count":233,"bookmark_count":0,"created_at":1763056224000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@flex4woo @notthreadguy https://t.co/RUbGc6yUvv","in_reply_to_user_id_str":"1468130586975825925","in_reply_to_status_id_str":"1989024187856589246","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[31,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1912160127580258304","name":"Roger🇵🇱 $TAO $EMP","screen_name":"Roger3543470062","indices":[0,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[17,30]}]},"favorited":false,"in_reply_to_screen_name":"Roger3543470062","lang":"en","retweeted":false,"fact_check":null,"id":"1989011675157062051","view_count":170,"bookmark_count":0,"created_at":1763052312000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Roger3543470062 @notthreadguy He's correct, some subnets are 100% APY","in_reply_to_user_id_str":"1912160127580258304","in_reply_to_status_id_str":"1989011448496812354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1531721620817059842","name":"Jejinho","screen_name":"jeremie_yung","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]}]},"favorited":false,"in_reply_to_screen_name":"jeremie_yung","lang":"en","retweeted":false,"fact_check":null,"id":"1989028053045977554","view_count":169,"bookmark_count":0,"created_at":1763056216000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@jeremie_yung @notthreadguy That's the next step up from the r3tard version","in_reply_to_user_id_str":"1531721620817059842","in_reply_to_status_id_str":"1989012763222462887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[53,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1294704591540494336","name":"Crypto YoYo (τ,α)","screen_name":"Cryptoyoyo64","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[28,38]},{"id_str":"1408065757741682698","name":"TAO Synergies Inc.","screen_name":"TAOSynergies","indices":[39,52]}]},"favorited":false,"in_reply_to_screen_name":"Cryptoyoyo64","lang":"en","retweeted":false,"fact_check":null,"id":"1989107225173061813","view_count":145,"bookmark_count":0,"created_at":1763075092000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Cryptoyoyo64 @notthreadguy @jaltucher @TAOSynergies Ffs. Apologies, James","in_reply_to_user_id_str":"1294704591540494336","in_reply_to_status_id_str":"1989099890639794419","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":40,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[55,59],"text":"TAO"},{"indices":[55,59],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1043,1053]},{"id_str":"1848432432921645056","name":"lium.io","screen_name":"lium_io","indices":[1054,1062]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1105,1117]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1152,1162]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[1163,1172]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3948,3961]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989362480276013069","view_count":126,"bookmark_count":3,"created_at":1763135950000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"47991533","conversation_id_str":"1989362480276013069","full_text":"This is my second post in my r3tard guide to Bittensor $TAO series.\n\nIn this post I'm going to cover what a subnet is and a bit more about tokens and how they compare to other networks.\n\nSorry, it gets a little more complicated in language now, but this is level 2 after all. \n\nYou can read my first post (level 1) in the link under this post.\n\nThe structure of how a subnet is made is at it's core the same across every single subnet. \n\nThey have:\nA) The base subnet layer where tokens are distributed by the system\nB) The Incentive mechanism (IM) layer where the team have to decide what output they want miners to achieve and build an IM around it that is competed for by miners and scored for by validators\nC) Product layer - a monetisable product from the output needs to be made, or face reduction in funding.\n\nTeams that deliver value, or sell their vision well, will get funded, teams that don't... don't\n\nRegarding subnet outputs:\nThe output can be anything you could think of, ranging from ideas such as-\n1) The provision of compute @chutes_ai @lium_io \n2) Prediction of the future price of BTC @SynthdataCo \n3) The improvement of agent code @ridges_ai @bitsecai \n\nThe incentive mechanism has to be scored around a benchmark, which is what the validators judge them on.\n\nIn the cases of the above that might be:\n1) Was the compute provided\n2) Was the prediction correct\n3) Which miner did the best code improvement \n\nThis makes Bittensor a highly flexible incentive mechanism protocol that can capital fund any idea as long as it can either make money, or people might want to support a nice cause for a period.\n\n-----------------------\n\nTokens\n\nThe idea of buying subnet tokens is pretty simple. Buying a subnet token at it's core is just like buying any 💩 coin on Solana or Eth.\n\nThe tokens launched are still the same concept in terms of the fact that they are a project/company with their own team. Some teams are legendary, and some are 👺\n\nWhen you buy a token on Sol, you do so with Sol or USDC on chain. The token was minted depending on the teams preference, and they have choice over their tokenomics.... On Bittensor it's different as all the launches are the same, as are the tokenomics. \n\nOnce a token on Sol is live, it's symbiotic connection to the network it was launched on mostly ends there. There might be a market on chain, and it might find it's way to a CEX but it doesn't really drive any value back to SOL itself aside from being the unit of account in pools, and provide transaction volume on the network.\n\nOn Bittensor, capital funding is heavily tied to subnet performance, so teams have to drive value back to their token through fundraising (getting speculative buyers), or by gaining real world revenue. If they fail to do so funding dries up. \n\nHow their capital funding is provided is judging which subnets put most back into their pool, and guess where that comes from? Yes it's the amount of TAO itself driven back into the pools. You can think of this as a permanently ongoing Y combinator. The ultimate capital funding game.\n\nSo, every subnet is now battling to put TAO into their pools (by buying subnet tokens) in order to stay funded, thus aligning every team back to TAO. This is the fundamental difference. Bittensor projects are aligned to TAO. SOL (or other L1 projects) are not aligned to SOL\n\n------------------------\n\nWhy Bittensor will be valuable AF \n\nWhere other L1 protocols such as Sol or Eth operate on number of users on their network creating the value, on Bittensor each project (subnet) is in effect it's own network. Bittensor is a network of networks.\n\nWhere we can look at the likes of Bitcoin, Solana or even Facebook as being Metcalfe's law followers (and you have seen the growth of value in those networks), Bittensor, being a network of networks follows a different law... 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More success will just leave the county, leaving more tax raises for ordinary people.\n\nStudy incentive mechanisms.\n\nNone of you are fit to run a piss up in a brewery.","in_reply_to_user_id_str":"545081356","in_reply_to_status_id_str":"1989392875378151558","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":0,"startTime":1763251200000,"endTime":1763337600000,"tweets":[]},{"label":"2025-11-18","value":6,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,15],"entities":{"hashtags":[],"symbols":[{"indices":[11,15],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1990493014943469921","quoted_status_permalink":{"url":"https://t.co/7TdW073Zvl","expanded":"https://twitter.com/camolnft/status/1990493014943469921","display":"x.com/camolnft/statu…"},"retweeted":false,"fact_check":null,"id":"1990493213128339937","view_count":610,"bookmark_count":0,"created_at":1763405538000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1990493213128339937","full_text":"Believe in $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]}],"nviews":[{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":385,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1056304242812743680","name":"DREAD BONGO","screen_name":"DreadBong0","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DreadBong0","lang":"en","retweeted":false,"fact_check":null,"id":"1980365650024624235","view_count":385,"bookmark_count":1,"created_at":1760990939000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1980304221221118421","full_text":"Interesting to see subnets looking for short cuts. 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We get to buy subnet tokens at a very low price, and get to vote on which fully vetted qualified team gets to take on the subnet?\n\nWe're going to see highly developed products competing for this slot with as near as a guarantee as you can get that the team that wins will be highly performant.\n\nCount me in! $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.\n\nHow many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987945214023999605","quoted_status_permalink":{"url":"https://t.co/VsksuDHlx6","expanded":"https://twitter.com/bitstarterai/status/1987945214023999605","display":"x.com/bitstarterai/s…"},"retweeted":false,"fact_check":null,"id":"1987946770958348336","view_count":855,"bookmark_count":0,"created_at":1762798419000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1987946770958348336","full_text":"Gong to attend this 🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":1829,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,196],"entities":{"hashtags":[],"symbols":[{"indices":[39,43],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1908181343290200064","name":"Bitcast | SN93","screen_name":"Bitcast_network","indices":[44,60]}]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1988347498755207513","view_count":1475,"bookmark_count":1,"created_at":1762893960000,"favorite_count":40,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"47991533","conversation_id_str":"1988347498755207513","full_text":"Looks like I'm going to be a Bittensor $TAO @Bitcast_network miner on X\n\nHave never mined anything before, and this process took be about 3 clicks. Very impressive UX flow team!\n\nbitcast-x1b03a9e1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530428929021988864","name":"Punisher ττ","screen_name":"CryptoZPunisher","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"CryptoZPunisher","lang":"en","retweeted":false,"fact_check":null,"id":"1988226313182740519","view_count":354,"bookmark_count":0,"created_at":1762865067000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1988216315983671663","full_text":"@CryptoZPunisher Incredible incentive mechanism to get that liq across guys","in_reply_to_user_id_str":"1530428929021988864","in_reply_to_status_id_str":"1988216315983671663","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":2184,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,122],"entities":{"hashtags":[],"symbols":[{"indices":[10,14],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988487154725503164","quoted_status_permalink":{"url":"https://t.co/F1ORu7hAym","expanded":"https://twitter.com/mogmachine/status/1988487154725503164","display":"x.com/mogmachine/sta…"},"retweeted":false,"fact_check":null,"id":"1988627967619088691","view_count":2184,"bookmark_count":0,"created_at":1762960829000,"favorite_count":33,"quote_count":0,"reply_count":4,"retweet_count":6,"user_id_str":"47991533","conversation_id_str":"1988627967619088691","full_text":"Bittensor $TAO Subnets now properly treating their emissions like cash flow is the level up that will become the standard.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":14006,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - SN67","screen_name":"Tenex_SN67","indices":[2178,2189]},{"id_str":"396045469","name":"Barry Silbert","screen_name":"BarrySilbert","indices":[2489,2502]},{"id_str":"2800345565","name":"Grayscale","screen_name":"Grayscale","indices":[2508,2518]},{"id_str":"1849591551699070976","name":"Yuma","screen_name":"YumaGroup","indices":[2523,2533]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[2535,2545]},{"id_str":"1917991360533299200","name":"xTAO - a Bittensor company","screen_name":"xtaohq","indices":[2551,2558]},{"id_str":"11392102","name":"Mark Jeffrey","screen_name":"markjeffrey","indices":[2560,2572]},{"id_str":"1920950000428765185","name":"Stillcore Capital","screen_name":"stillcorecap","indices":[2578,2591]},{"id_str":"215615595","name":"siamkidd","screen_name":"SiamKidd","indices":[2593,2602]},{"id_str":"17486417","name":"Mark Creaser","screen_name":"MarkCreaser","indices":[2603,2615]},{"id_str":"1923028364178100224","name":"DSV","screen_name":"dsvfund","indices":[2621,2629]},{"id_str":"9717812","name":"FrankSchuil","screen_name":"FrankSchuil","indices":[2631,2643]},{"id_str":"1617392467","name":"Safello","screen_name":"SafelloAB","indices":[2649,2659]},{"id_str":"1177443218","name":"Sami Kassab","screen_name":"Old_Samster","indices":[2661,2673]},{"id_str":"1912160632356409344","name":"Unsupervised Capital","screen_name":"UnsupervisedCap","indices":[2679,2695]}]},"favorited":true,"lang":"en","quoted_status_id_str":"1988715253748888032","quoted_status_permalink":{"url":"https://t.co/vjWMJGv9vX","expanded":"https://twitter.com/notthreadguy/status/1988715253748888032","display":"x.com/notthreadguy/s…"},"retweeted":false,"fact_check":null,"id":"1989010753307750577","view_count":13289,"bookmark_count":31,"created_at":1763052092000,"favorite_count":140,"quote_count":6,"reply_count":19,"retweet_count":30,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"Yo @notthreadguy , you asked for a more r3tarded insight to Bittensor $TAO. So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/exponentialree…","expanded_url":"https://x.com/exponentialreed/status/1989012097947062482","url":"https://t.co/RUbGc6yUvv","indices":[24,47]}],"user_mentions":[{"id_str":"1468130586975825925","name":"Hong ττ","screen_name":"flex4woo","indices":[0,9]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"flex4woo","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989012097947062482","quoted_status_permalink":{"url":"https://t.co/b0vCq2pYic","expanded":"https://twitter.com/exponentialreed/status/1989012097947062482","display":"x.com/exponentialree…"},"retweeted":false,"fact_check":null,"id":"1989028086709411976","view_count":233,"bookmark_count":0,"created_at":1763056224000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@flex4woo @notthreadguy https://t.co/RUbGc6yUvv","in_reply_to_user_id_str":"1468130586975825925","in_reply_to_status_id_str":"1989024187856589246","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[31,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1912160127580258304","name":"Roger🇵🇱 $TAO $EMP","screen_name":"Roger3543470062","indices":[0,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[17,30]}]},"favorited":false,"in_reply_to_screen_name":"Roger3543470062","lang":"en","retweeted":false,"fact_check":null,"id":"1989011675157062051","view_count":170,"bookmark_count":0,"created_at":1763052312000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Roger3543470062 @notthreadguy He's correct, some subnets are 100% APY","in_reply_to_user_id_str":"1912160127580258304","in_reply_to_status_id_str":"1989011448496812354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1531721620817059842","name":"Jejinho","screen_name":"jeremie_yung","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]}]},"favorited":false,"in_reply_to_screen_name":"jeremie_yung","lang":"en","retweeted":false,"fact_check":null,"id":"1989028053045977554","view_count":169,"bookmark_count":0,"created_at":1763056216000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@jeremie_yung @notthreadguy That's the next step up from the r3tard version","in_reply_to_user_id_str":"1531721620817059842","in_reply_to_status_id_str":"1989012763222462887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[53,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1294704591540494336","name":"Crypto YoYo (τ,α)","screen_name":"Cryptoyoyo64","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[28,38]},{"id_str":"1408065757741682698","name":"TAO Synergies Inc.","screen_name":"TAOSynergies","indices":[39,52]}]},"favorited":false,"in_reply_to_screen_name":"Cryptoyoyo64","lang":"en","retweeted":false,"fact_check":null,"id":"1989107225173061813","view_count":145,"bookmark_count":0,"created_at":1763075092000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Cryptoyoyo64 @notthreadguy @jaltucher @TAOSynergies Ffs. Apologies, James","in_reply_to_user_id_str":"1294704591540494336","in_reply_to_status_id_str":"1989099890639794419","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":1559,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[55,59],"text":"TAO"},{"indices":[55,59],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1043,1053]},{"id_str":"1848432432921645056","name":"lium.io","screen_name":"lium_io","indices":[1054,1062]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1105,1117]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1152,1162]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[1163,1172]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3948,3961]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989362480276013069","view_count":126,"bookmark_count":3,"created_at":1763135950000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"47991533","conversation_id_str":"1989362480276013069","full_text":"This is my second post in my r3tard guide to Bittensor $TAO series.\n\nIn this post I'm going to cover what a subnet is and a bit more about tokens and how they compare to other networks.\n\nSorry, it gets a little more complicated in language now, but this is level 2 after all. \n\nYou can read my first post (level 1) in the link under this post.\n\nThe structure of how a subnet is made is at it's core the same across every single subnet. \n\nThey have:\nA) The base subnet layer where tokens are distributed by the system\nB) The Incentive mechanism (IM) layer where the team have to decide what output they want miners to achieve and build an IM around it that is competed for by miners and scored for by validators\nC) Product layer - a monetisable product from the output needs to be made, or face reduction in funding.\n\nTeams that deliver value, or sell their vision well, will get funded, teams that don't... don't\n\nRegarding subnet outputs:\nThe output can be anything you could think of, ranging from ideas such as-\n1) The provision of compute @chutes_ai @lium_io \n2) Prediction of the future price of BTC @SynthdataCo \n3) The improvement of agent code @ridges_ai @bitsecai \n\nThe incentive mechanism has to be scored around a benchmark, which is what the validators judge them on.\n\nIn the cases of the above that might be:\n1) Was the compute provided\n2) Was the prediction correct\n3) Which miner did the best code improvement \n\nThis makes Bittensor a highly flexible incentive mechanism protocol that can capital fund any idea as long as it can either make money, or people might want to support a nice cause for a period.\n\n-----------------------\n\nTokens\n\nThe idea of buying subnet tokens is pretty simple. Buying a subnet token at it's core is just like buying any 💩 coin on Solana or Eth.\n\nThe tokens launched are still the same concept in terms of the fact that they are a project/company with their own team. Some teams are legendary, and some are 👺\n\nWhen you buy a token on Sol, you do so with Sol or USDC on chain. The token was minted depending on the teams preference, and they have choice over their tokenomics.... On Bittensor it's different as all the launches are the same, as are the tokenomics. \n\nOnce a token on Sol is live, it's symbiotic connection to the network it was launched on mostly ends there. There might be a market on chain, and it might find it's way to a CEX but it doesn't really drive any value back to SOL itself aside from being the unit of account in pools, and provide transaction volume on the network.\n\nOn Bittensor, capital funding is heavily tied to subnet performance, so teams have to drive value back to their token through fundraising (getting speculative buyers), or by gaining real world revenue. If they fail to do so funding dries up. \n\nHow their capital funding is provided is judging which subnets put most back into their pool, and guess where that comes from? Yes it's the amount of TAO itself driven back into the pools. You can think of this as a permanently ongoing Y combinator. The ultimate capital funding game.\n\nSo, every subnet is now battling to put TAO into their pools (by buying subnet tokens) in order to stay funded, thus aligning every team back to TAO. This is the fundamental difference. Bittensor projects are aligned to TAO. SOL (or other L1 projects) are not aligned to SOL\n\n------------------------\n\nWhy Bittensor will be valuable AF \n\nWhere other L1 protocols such as Sol or Eth operate on number of users on their network creating the value, on Bittensor each project (subnet) is in effect it's own network. Bittensor is a network of networks.\n\nWhere we can look at the likes of Bitcoin, Solana or even Facebook as being Metcalfe's law followers (and you have seen the growth of value in those networks), Bittensor, being a network of networks follows a different law... Reed's law, which should grow in value and size much faster than Metcalfe's law based networks.\n\nDr.\n\n@notthreadguy","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,25],"entities":{"hashtags":[],"symbols":[{"indices":[18,22],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"in","retweeted":false,"fact_check":null,"id":"1989412254757130424","view_count":1039,"bookmark_count":0,"created_at":1763147817000,"favorite_count":29,"quote_count":0,"reply_count":5,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989412254757130424","full_text":"Let's f£ck\n\nIYKYK $TAO\n\n🤣","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/ExponentialRee…","expanded_url":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","url":"https://t.co/lY9DvxGFGH","indices":[58,81]}],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ExponentialReed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989362480276013069","quoted_status_permalink":{"url":"https://t.co/lY9DvxGFGH","expanded":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","display":"x.com/ExponentialRee…"},"retweeted":false,"fact_check":null,"id":"1989368153139515490","view_count":394,"bookmark_count":0,"created_at":1763137303000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@notthreadguy Post 2 for those interested to learn more.\n\nhttps://t.co/lY9DvxGFGH","in_reply_to_user_id_str":"47991533","in_reply_to_status_id_str":"1989010753307750577","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":8245,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[{"indices":[12,16],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989750228749021529","quoted_status_permalink":{"url":"https://t.co/5jZwWMtZVk","expanded":"https://twitter.com/skol_abides/status/1989750228749021529","display":"x.com/skol_abides/st…"},"retweeted":false,"fact_check":null,"id":"1989754308171112490","view_count":8084,"bookmark_count":3,"created_at":1763229369000,"favorite_count":66,"quote_count":0,"reply_count":3,"retweet_count":10,"user_id_str":"47991533","conversation_id_str":"1989754308171112490","full_text":"I like this $TAO take","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,189],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"545081356","name":"Richard Burgon MP","screen_name":"RichardBurgon","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RichardBurgon","lang":"en","retweeted":false,"fact_check":null,"id":"1989565048058945611","view_count":161,"bookmark_count":0,"created_at":1763184246000,"favorite_count":6,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1989392875378151558","full_text":"@RichardBurgon Stupid. More success will just leave the county, leaving more tax raises for ordinary people.\n\nStudy incentive mechanisms.\n\nNone of you are fit to run a piss up in a brewery.","in_reply_to_user_id_str":"545081356","in_reply_to_status_id_str":"1989392875378151558","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":0,"startTime":1763251200000,"endTime":1763337600000,"tweets":[]},{"label":"2025-11-18","value":610,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,15],"entities":{"hashtags":[],"symbols":[{"indices":[11,15],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1990493014943469921","quoted_status_permalink":{"url":"https://t.co/7TdW073Zvl","expanded":"https://twitter.com/camolnft/status/1990493014943469921","display":"x.com/camolnft/statu…"},"retweeted":false,"fact_check":null,"id":"1990493213128339937","view_count":610,"bookmark_count":0,"created_at":1763405538000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1990493213128339937","full_text":"Believe in $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]}]},"interactions":{"users":[{"created_at":1350503803000,"uid":"887460314","id":"887460314","screen_name":"Rayyanualhassan","name":"Rayyanu alhassan","friends_count":7508,"followers_count":818,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1002222608597880832/kP5r_zOD_normal.jpg","description":"","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1242909306000,"uid":"41577241","id":"41577241","screen_name":"vaNtastiq420","name":"vaN ττ","friends_count":992,"followers_count":1839,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1963855764700983296/1nfRQYZx_normal.jpg","description":"Tracking decentralized intelligence.","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1234270309000,"uid":"20510925","id":"20510925","screen_name":"Robin_T100","name":"Robin τ","friends_count":6103,"followers_count":11563,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1712436128299556865/dFveOJo2_normal.jpg","description":"🚀 🚀 Comms and Developer Relations @gtaoventures\n\n👨👧👦 Father | 🚴 Cyclist | Building & Backing AI - \n\n$TAO | #bittensor","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1758547668000,"uid":"1970117748706410497","id":"1970117748706410497","screen_name":"Tenex_SN67","name":"Tenex - SN67","friends_count":68,"followers_count":531,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1970812164391739392/SUzRwkX7_normal.jpg","description":"𝗦𝘂𝗯𝗻𝗲𝘁 𝟲𝟳 𝗼𝗻 𝗕𝗶𝘁𝘁𝗲𝗻𝘀𝗼𝗿\nhttps://t.co/xrCNlrg9Bq\n\n𝑚𝑎𝑛𝑎𝑔𝑒𝑑 𝑏𝑦 @ScimpanzeS","entities":{"description":{"urls":[{"url":"https://t.co/xrCNlrg9Bq","expanded_url":"http://tenexium.io","display_url":"tenexium.io","indices":[24,47]}]}},"interactions":1,"following":true,"followed_by":false},{"created_at":1745237398000,"uid":"1914290379471663104","id":"1914290379471663104","screen_name":"QuoteJenks2","name":"ACE","friends_count":193,"followers_count":51,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1952247756246192128/SmwtjHWp_normal.jpg","description":"","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1744729534000,"uid":"1912160127580258304","id":"1912160127580258304","screen_name":"Roger3543470062","name":"Roger🇵🇱 $TAO $EMP","friends_count":51,"followers_count":51,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1913826981763817472/F4t7z9Ma_normal.jpg","description":"Diehard Vikings and Twins fan","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1744559732000,"uid":"1911448105964163072","id":"1911448105964163072","screen_name":"TaoOutsider","name":"Tao Ouτsider","friends_count":474,"followers_count":1293,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1969367235152986112/nxIlyRZB_normal.jpg","description":"Builder on digital growth, AI and strategic marketing. 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Their analytical style helps their audience navigate complex tech landscapes with clarity.","weakness":"Their critical and sometimes sarcastic tone may alienate casual followers or those unfamiliar with tech jargon, limiting broader audience growth. Plus, less focus on community engagement and retweets suggests a potentially narrow reach.","recommendation":"To grow their audience on X, they should blend their deep analysis with more engaging storytelling and interactive dialogues, inviting followers into conversations rather than just sharing critiques. Using threads to break down concepts and spotlight community innovators can boost their network effect.","roast":"Your tweets slice through hype like a scalpel—but sometimes you wield it like a dart, throwing sarcasm at zealots like you’re auditioning for a tech version of a roast battle. 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Plus, he’s got a soft spot for dogs, grounding his digital savvy with some furry companionship.","strength":"His greatest strength is his ability to combine analytics with engaging storytelling, making complex tech and startup topics accessible and entertaining. His humor and sharp observations keep his audience hooked and eager for more insights.","weakness":"With nearly as many tweets as followers, Dobroslav risks overwhelming his audience with frequency, which might dilute his message or scare off potential new followers who prefer quality over quantity.","recommendation":"To grow on X, Dobroslav should focus on curating his tweet frequency and leverage his high-engagement posts by turning them into threads or even short videos explaining the 'why' behind the data. Engaging more in conversations with followers could also boost his visibility and personal connection.","roast":"Dobroslav’s like that coder who’s so busy tweeting about servers and PHP that his own dog probably feels like it’s in a long-distance relationship—at least it gets more attention than his follower count, which is as undefined as his vacation plans.","win":"Masterminding viral tweets that blend humor and hard truths, like exposing hosting price absurdities and startup startup-fallacy debates, Dobroslav has positioned himself as a trusted, relatable voice in the tech Twitterverse."},"created":1763500014677,"type":"the analyst","id":"dobroslav_dev"},{"user":{"id":"87476977","name":"0xHarry.edge🦭|🧠SENT|MemeMax⚡️","description":"E 卫兵💂♂️ | Degen | Alpha Hunter | Investment Research|https://t.co/WMd35xFPzu","followers_count":1645,"friends_count":4203,"statuses_count":5614,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1989531560551575552/k_dsMiFy_normal.jpg","screen_name":"0xHarryWeb3","location":" 免费注册 Farcaster,钱包交易手续费 8 折","entities":{"description":{"urls":[{"display_url":"card3.ai/0xHarryWeb3","expanded_url":"https://card3.ai/0xHarryWeb3","url":"https://t.co/WMd35xFPzu","indices":[55,78]}]},"url":{"urls":[{"display_url":"farcaster.xyz/~/code/F0FZA3","expanded_url":"https://farcaster.xyz/~/code/F0FZA3","url":"https://t.co/g5QLU4xCOs","indices":[0,23]}]}}},"details":{"type":"The Analyst","description":"0xHarry.edge🦭 is a crypto-savvy researcher with a passion for uncovering alpha and dissecting cutting-edge blockchain and AI tech. 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Collaborations with other crypto commentators could also amplify reach.","roast":"Laolu’s Twitter feed is basically a PhD thesis disguised as tweets—if only they could condense those 4,529 tweets into a single text message, even their crypto portfolio might see some faster gains!","win":"Successfully identified and staunchly supported the Plasma project early on, rallying followers with continuous conviction that proved prescient as the project gained traction."},"created":1763492538478,"type":"the analyst","id":"luyaoyuan"},{"user":{"id":"909650851974725632","name":"zanwei.guo","description":"匆匆","followers_count":4194,"friends_count":1017,"statuses_count":5551,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1442467459118731272/ZRfZn0K9_normal.jpg","screen_name":"zanweiguo","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Analyst","description":"Zanwei.guo is a deep thinker who thrives on dissecting complex information with precision and clarity. 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Transparency, rigor, and intellectual honesty anchor their views, along with a respect for open-source contributions and collaborative progress.","facts":"Fun fact: Zanwei.guo once analyzed an AI's thought process that took it just 113 seconds to accomplish a task they spent 2 months on – talk about turbocharged brainpower!","strength":"Their strength lies in their methodical and comprehensive approach to problem-solving, combined with the ability to communicate intricate details engagingly.","weakness":"Tending towards deep dives may sometimes lead to over-analysis or losing broader audience engagement, as not everyone appreciates intense technicality.","roast":"For someone who spends 2 months on what AI does in two minutes, you might want to consider if you’re actually a human or just a very slow processor with feelings.","win":"Generating significant engagement on complex AI topics, including a viral tweet that garnered over 150,000 views and hundreds of likes and retweets, proving their content resonates with a tech-savvy audience.","recommendation":"To grow their audience on X, Zanwei.guo should consider layering their deep analyses with occasional simplified summaries or visually appealing infographics to attract and retain a broader range of followers, including those less technically inclined."},"created":1763491591745,"type":"the analyst","id":"zanweiguo"},{"user":{"id":"1823754079761522690","name":"AKHIL","description":"Documenting my journey into AI. \nFrom non-coder to..⁉️\nSharing simple explanations & exploring the world of 'vibe coding'.\nTweets on AI, learning, & the process","followers_count":266,"friends_count":461,"statuses_count":5676,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1982423457259290624/Onuv26K3_normal.jpg","screen_name":"Akhi_l__","location":"","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"buymeacoffee.com/akhil_","expanded_url":"https://buymeacoffee.com/akhil_","url":"https://t.co/otV3xy7WYM","indices":[0,23]}]}}},"details":{"type":"The Analyst","description":"Akhil is a data-savvy AI explorer who transforms complex tech talk into digestible nuggets for curious minds. Moving from non-coder to AI enthusiast, he chronicles his journey while unraveling the latest AI trends with clarity and precision. His tweets offer deep dives into AI models, industry news, and future gazing—all wrapped in approachable storytelling.","facts":"Fun fact: Akhil is the kind of user who reads all the AI news overnight so you don’t have to, distilling thousands of jargon-filled words into a crisp, 10-point thread that’s actually worth your time.","purpose":"His life purpose is to bridge the gap between complex AI advancements and everyday understanding, enabling more people to engage with and benefit from the rapid evolution of technology.","beliefs":"Akhil believes knowledge should be accessible and empowering, and that critical thinking must accompany automation and AI to ensure robust and ethical tech adoption. 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If tweeting were a university lecture, he’d be the professor who forgets not everyone wants 10,000 GPUs worth of detail before breakfast.","win":"His biggest win is crafting timely, detailed AI summaries that cut through the noise, establishing himself as a trusted source for those who want both depth and clarity in the ever-accelerating world of artificial intelligence."},"created":1763486301638,"type":"the analyst","id":"akhi_l__"},{"user":{"id":"1516930403797458944","name":"mon","description":"Independent Analyst. Writing about Finance. Not Financial Advice. 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They seek to demystify complex financial markets and build a community of savvy investors who value evidence over hype.","beliefs":"Mon values transparency, careful research, and skepticism of unfounded claims. They believe in the power of knowledge-sharing and that diligent, independent analysis leads to smarter investing. Their motto, 'Not Financial Advice,' underscores their commitment to education and personal responsibility.","facts":"Fun fact: Despite no official follower count and a modest following, Mon’s tweets consistently generate massive engagement, with hundreds of thousands of views and thousands of likes, proving that insightful research always finds its audience!","strength":"Mon’s strength lies in their ability to analyze complex financial data and communicate it clearly and engagingly, backed by consistent content production (over 6,800 tweets). 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They could probably give Sherlock Holmes a run for his money... if only Sherlock cared about stocks instead of mysteries.","win":"Mon has mastered the art of turning detailed financial analysis into viral content, boasting tweets with over 400,000 views and thousands of engagements – an impressive accomplishment that highlights their influence in the finance discussion space on X."},"created":1763485054055,"type":"the analyst","id":"moninvestor"}],"activities":{"nreplies":[{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":1,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1056304242812743680","name":"DREAD BONGO","screen_name":"DreadBong0","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DreadBong0","lang":"en","retweeted":false,"fact_check":null,"id":"1980365650024624235","view_count":385,"bookmark_count":1,"created_at":1760990939000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1980304221221118421","full_text":"Interesting to see subnets looking for short cuts. I guess it's understandable given the potential extra emissions they get.\n\nNow imagine if there was an operation on Bittensor that helped connect technology to community and ultimately capital without shilling like that but instead through strategic narrative and education.\n\n🔜 ™️","in_reply_to_user_id_str":"1056304242812743680","in_reply_to_status_id_str":"1980304221221118421","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":3,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,97],"entities":{"hashtags":[],"symbols":[{"indices":[20,24],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14975417","name":"mogmachine 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@hippius_subnet","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":0,"startTime":1761350400000,"endTime":1761436800000,"tweets":[]},{"label":"2025-10-27","value":0,"startTime":1761436800000,"endTime":1761523200000,"tweets":[]},{"label":"2025-10-28","value":0,"startTime":1761523200000,"endTime":1761609600000,"tweets":[]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[]},{"label":"2025-11-01","value":0,"startTime":1761868800000,"endTime":1761955200000,"tweets":[]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":0,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[19,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/invest_answers…","expanded_url":"https://x.com/invest_answers/status/1774151581564653711?s=46&t=AvTiMDktFjw8_XCVo48icA","url":"https://t.co/5iOOuc9EAb","indices":[51,74]}],"user_mentions":[{"id_str":"20510925","name":"Robin 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🤣\n\nhttps://t.co/5iOOuc9EAb","in_reply_to_user_id_str":"20510925","in_reply_to_status_id_str":"1985721413584437710","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[]},{"label":"2025-11-07","value":6,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"symbols":[{"indices":[0,4],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986352305441284394","quoted_status_permalink":{"url":"https://t.co/VPvZDvp1Nq","expanded":"https://twitter.com/defi0xjeff/status/1986352305441284394","display":"x.com/defi0xjeff/sta…"},"retweeted":false,"fact_check":null,"id":"1986357917478420780","view_count":6187,"bookmark_count":1,"created_at":1762419606000,"favorite_count":100,"quote_count":0,"reply_count":6,"retweet_count":19,"user_id_str":"47991533","conversation_id_str":"1986357917478420780","full_text":"$TAO\n\nIt's 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We get to buy subnet tokens at a very low price, and get to vote on which fully vetted qualified team gets to take on the subnet?\n\nWe're going to see highly developed products competing for this slot with as near as a guarantee as you can get that the team that wins will be highly performant.\n\nCount me in! $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? 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Very impressive UX flow team!\n\nbitcast-x1b03a9e1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530428929021988864","name":"Punisher ττ","screen_name":"CryptoZPunisher","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"CryptoZPunisher","lang":"en","retweeted":false,"fact_check":null,"id":"1988226313182740519","view_count":354,"bookmark_count":0,"created_at":1762865067000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1988216315983671663","full_text":"@CryptoZPunisher Incredible incentive mechanism to get that liq across guys","in_reply_to_user_id_str":"1530428929021988864","in_reply_to_status_id_str":"1988216315983671663","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":4,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,122],"entities":{"hashtags":[],"symbols":[{"indices":[10,14],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988487154725503164","quoted_status_permalink":{"url":"https://t.co/F1ORu7hAym","expanded":"https://twitter.com/mogmachine/status/1988487154725503164","display":"x.com/mogmachine/sta…"},"retweeted":false,"fact_check":null,"id":"1988627967619088691","view_count":2184,"bookmark_count":0,"created_at":1762960829000,"favorite_count":33,"quote_count":0,"reply_count":4,"retweet_count":6,"user_id_str":"47991533","conversation_id_str":"1988627967619088691","full_text":"Bittensor $TAO Subnets now properly treating their emissions like cash flow is the level up that will become the standard.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":20,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - 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So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/exponentialree…","expanded_url":"https://x.com/exponentialreed/status/1989012097947062482","url":"https://t.co/RUbGc6yUvv","indices":[24,47]}],"user_mentions":[{"id_str":"1468130586975825925","name":"Hong ττ","screen_name":"flex4woo","indices":[0,9]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"flex4woo","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989012097947062482","quoted_status_permalink":{"url":"https://t.co/b0vCq2pYic","expanded":"https://twitter.com/exponentialreed/status/1989012097947062482","display":"x.com/exponentialree…"},"retweeted":false,"fact_check":null,"id":"1989028086709411976","view_count":233,"bookmark_count":0,"created_at":1763056224000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@flex4woo @notthreadguy https://t.co/RUbGc6yUvv","in_reply_to_user_id_str":"1468130586975825925","in_reply_to_status_id_str":"1989024187856589246","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[31,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1912160127580258304","name":"Roger🇵🇱 $TAO $EMP","screen_name":"Roger3543470062","indices":[0,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[17,30]}]},"favorited":false,"in_reply_to_screen_name":"Roger3543470062","lang":"en","retweeted":false,"fact_check":null,"id":"1989011675157062051","view_count":170,"bookmark_count":0,"created_at":1763052312000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Roger3543470062 @notthreadguy He's correct, some subnets are 100% APY","in_reply_to_user_id_str":"1912160127580258304","in_reply_to_status_id_str":"1989011448496812354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1531721620817059842","name":"Jejinho","screen_name":"jeremie_yung","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]}]},"favorited":false,"in_reply_to_screen_name":"jeremie_yung","lang":"en","retweeted":false,"fact_check":null,"id":"1989028053045977554","view_count":169,"bookmark_count":0,"created_at":1763056216000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@jeremie_yung @notthreadguy That's the next step up from the r3tard version","in_reply_to_user_id_str":"1531721620817059842","in_reply_to_status_id_str":"1989012763222462887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[53,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1294704591540494336","name":"Crypto YoYo (τ,α)","screen_name":"Cryptoyoyo64","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[28,38]},{"id_str":"1408065757741682698","name":"TAO Synergies Inc.","screen_name":"TAOSynergies","indices":[39,52]}]},"favorited":false,"in_reply_to_screen_name":"Cryptoyoyo64","lang":"en","retweeted":false,"fact_check":null,"id":"1989107225173061813","view_count":145,"bookmark_count":0,"created_at":1763075092000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Cryptoyoyo64 @notthreadguy @jaltucher @TAOSynergies Ffs. Apologies, James","in_reply_to_user_id_str":"1294704591540494336","in_reply_to_status_id_str":"1989099890639794419","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":6,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[55,59],"text":"TAO"},{"indices":[55,59],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1043,1053]},{"id_str":"1848432432921645056","name":"lium.io","screen_name":"lium_io","indices":[1054,1062]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1105,1117]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1152,1162]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[1163,1172]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3948,3961]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989362480276013069","view_count":126,"bookmark_count":3,"created_at":1763135950000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"47991533","conversation_id_str":"1989362480276013069","full_text":"This is my second post in my r3tard guide to Bittensor $TAO series.\n\nIn this post I'm going to cover what a subnet is and a bit more about tokens and how they compare to other networks.\n\nSorry, it gets a little more complicated in language now, but this is level 2 after all. \n\nYou can read my first post (level 1) in the link under this post.\n\nThe structure of how a subnet is made is at it's core the same across every single subnet. \n\nThey have:\nA) The base subnet layer where tokens are distributed by the system\nB) The Incentive mechanism (IM) layer where the team have to decide what output they want miners to achieve and build an IM around it that is competed for by miners and scored for by validators\nC) Product layer - a monetisable product from the output needs to be made, or face reduction in funding.\n\nTeams that deliver value, or sell their vision well, will get funded, teams that don't... don't\n\nRegarding subnet outputs:\nThe output can be anything you could think of, ranging from ideas such as-\n1) The provision of compute @chutes_ai @lium_io \n2) Prediction of the future price of BTC @SynthdataCo \n3) The improvement of agent code @ridges_ai @bitsecai \n\nThe incentive mechanism has to be scored around a benchmark, which is what the validators judge them on.\n\nIn the cases of the above that might be:\n1) Was the compute provided\n2) Was the prediction correct\n3) Which miner did the best code improvement \n\nThis makes Bittensor a highly flexible incentive mechanism protocol that can capital fund any idea as long as it can either make money, or people might want to support a nice cause for a period.\n\n-----------------------\n\nTokens\n\nThe idea of buying subnet tokens is pretty simple. Buying a subnet token at it's core is just like buying any 💩 coin on Solana or Eth.\n\nThe tokens launched are still the same concept in terms of the fact that they are a project/company with their own team. Some teams are legendary, and some are 👺\n\nWhen you buy a token on Sol, you do so with Sol or USDC on chain. The token was minted depending on the teams preference, and they have choice over their tokenomics.... On Bittensor it's different as all the launches are the same, as are the tokenomics. \n\nOnce a token on Sol is live, it's symbiotic connection to the network it was launched on mostly ends there. There might be a market on chain, and it might find it's way to a CEX but it doesn't really drive any value back to SOL itself aside from being the unit of account in pools, and provide transaction volume on the network.\n\nOn Bittensor, capital funding is heavily tied to subnet performance, so teams have to drive value back to their token through fundraising (getting speculative buyers), or by gaining real world revenue. If they fail to do so funding dries up. \n\nHow their capital funding is provided is judging which subnets put most back into their pool, and guess where that comes from? Yes it's the amount of TAO itself driven back into the pools. You can think of this as a permanently ongoing Y combinator. The ultimate capital funding game.\n\nSo, every subnet is now battling to put TAO into their pools (by buying subnet tokens) in order to stay funded, thus aligning every team back to TAO. This is the fundamental difference. Bittensor projects are aligned to TAO. SOL (or other L1 projects) are not aligned to SOL\n\n------------------------\n\nWhy Bittensor will be valuable AF \n\nWhere other L1 protocols such as Sol or Eth operate on number of users on their network creating the value, on Bittensor each project (subnet) is in effect it's own network. Bittensor is a network of networks.\n\nWhere we can look at the likes of Bitcoin, Solana or even Facebook as being Metcalfe's law followers (and you have seen the growth of value in those networks), Bittensor, being a network of networks follows a different law... Reed's law, which should grow in value and size much faster than Metcalfe's law based networks.\n\nDr.\n\n@notthreadguy","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,25],"entities":{"hashtags":[],"symbols":[{"indices":[18,22],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"in","retweeted":false,"fact_check":null,"id":"1989412254757130424","view_count":1039,"bookmark_count":0,"created_at":1763147817000,"favorite_count":29,"quote_count":0,"reply_count":5,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989412254757130424","full_text":"Let's f£ck\n\nIYKYK $TAO\n\n🤣","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/ExponentialRee…","expanded_url":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","url":"https://t.co/lY9DvxGFGH","indices":[58,81]}],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ExponentialReed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989362480276013069","quoted_status_permalink":{"url":"https://t.co/lY9DvxGFGH","expanded":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","display":"x.com/ExponentialRee…"},"retweeted":false,"fact_check":null,"id":"1989368153139515490","view_count":394,"bookmark_count":0,"created_at":1763137303000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@notthreadguy Post 2 for those interested to learn more.\n\nhttps://t.co/lY9DvxGFGH","in_reply_to_user_id_str":"47991533","in_reply_to_status_id_str":"1989010753307750577","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":5,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[{"indices":[12,16],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989750228749021529","quoted_status_permalink":{"url":"https://t.co/5jZwWMtZVk","expanded":"https://twitter.com/skol_abides/status/1989750228749021529","display":"x.com/skol_abides/st…"},"retweeted":false,"fact_check":null,"id":"1989754308171112490","view_count":8084,"bookmark_count":3,"created_at":1763229369000,"favorite_count":66,"quote_count":0,"reply_count":3,"retweet_count":10,"user_id_str":"47991533","conversation_id_str":"1989754308171112490","full_text":"I like this $TAO take","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,189],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"545081356","name":"Richard Burgon MP","screen_name":"RichardBurgon","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RichardBurgon","lang":"en","retweeted":false,"fact_check":null,"id":"1989565048058945611","view_count":161,"bookmark_count":0,"created_at":1763184246000,"favorite_count":6,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1989392875378151558","full_text":"@RichardBurgon Stupid. More success will just leave the county, leaving more tax raises for ordinary people.\n\nStudy incentive mechanisms.\n\nNone of you are fit to run a piss up in a brewery.","in_reply_to_user_id_str":"545081356","in_reply_to_status_id_str":"1989392875378151558","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":0,"startTime":1763251200000,"endTime":1763337600000,"tweets":[]},{"label":"2025-11-18","value":1,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,15],"entities":{"hashtags":[],"symbols":[{"indices":[11,15],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1990493014943469921","quoted_status_permalink":{"url":"https://t.co/7TdW073Zvl","expanded":"https://twitter.com/camolnft/status/1990493014943469921","display":"x.com/camolnft/statu…"},"retweeted":false,"fact_check":null,"id":"1990493213128339937","view_count":610,"bookmark_count":0,"created_at":1763405538000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1990493213128339937","full_text":"Believe in $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]}],"nbookmarks":[{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":1,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1056304242812743680","name":"DREAD BONGO","screen_name":"DreadBong0","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DreadBong0","lang":"en","retweeted":false,"fact_check":null,"id":"1980365650024624235","view_count":385,"bookmark_count":1,"created_at":1760990939000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1980304221221118421","full_text":"Interesting to see subnets looking for short cuts. I guess it's understandable given the potential extra emissions they get.\n\nNow imagine if there was an operation on Bittensor that helped connect technology to community and ultimately capital without shilling like that but instead through strategic narrative and education.\n\n🔜 ™️","in_reply_to_user_id_str":"1056304242812743680","in_reply_to_status_id_str":"1980304221221118421","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,97],"entities":{"hashtags":[],"symbols":[{"indices":[20,24],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14975417","name":"mogmachine (ττ)","screen_name":"mogmachine","indices":[66,77]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[82,97]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981291547812647283","quoted_status_permalink":{"url":"https://t.co/C2R6iAEsNr","expanded":"https://twitter.com/MEXC_Listings/status/1981291547812647283","display":"x.com/MEXC_Listings/…"},"retweeted":false,"fact_check":null,"id":"1981308665056444924","view_count":1134,"bookmark_count":0,"created_at":1761215771000,"favorite_count":37,"quote_count":0,"reply_count":3,"retweet_count":11,"user_id_str":"47991533","conversation_id_str":"1981308665056444924","full_text":"The first Bittensor $TAO subnet to get a CEX listing\n\nCongrats to @mogmachine and @hippius_subnet","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":0,"startTime":1761350400000,"endTime":1761436800000,"tweets":[]},{"label":"2025-10-27","value":0,"startTime":1761436800000,"endTime":1761523200000,"tweets":[]},{"label":"2025-10-28","value":0,"startTime":1761523200000,"endTime":1761609600000,"tweets":[]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[]},{"label":"2025-11-01","value":0,"startTime":1761868800000,"endTime":1761955200000,"tweets":[]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":0,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[19,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/invest_answers…","expanded_url":"https://x.com/invest_answers/status/1774151581564653711?s=46&t=AvTiMDktFjw8_XCVo48icA","url":"https://t.co/5iOOuc9EAb","indices":[51,74]}],"user_mentions":[{"id_str":"20510925","name":"Robin 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🤣\n\nhttps://t.co/5iOOuc9EAb","in_reply_to_user_id_str":"20510925","in_reply_to_status_id_str":"1985721413584437710","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[]},{"label":"2025-11-07","value":1,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"symbols":[{"indices":[0,4],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986352305441284394","quoted_status_permalink":{"url":"https://t.co/VPvZDvp1Nq","expanded":"https://twitter.com/defi0xjeff/status/1986352305441284394","display":"x.com/defi0xjeff/sta…"},"retweeted":false,"fact_check":null,"id":"1986357917478420780","view_count":6187,"bookmark_count":1,"created_at":1762419606000,"favorite_count":100,"quote_count":0,"reply_count":6,"retweet_count":19,"user_id_str":"47991533","conversation_id_str":"1986357917478420780","full_text":"$TAO\n\nIt's really that simple","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[12,35],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20510925","name":"Robin τ","screen_name":"Robin_T100","indices":[0,11]}]},"favorited":true,"in_reply_to_screen_name":"Robin_T100","lang":"en","retweeted":false,"fact_check":null,"id":"1986716230443512171","view_count":182,"bookmark_count":0,"created_at":1762505035000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1986698140951396851","full_text":"@Robin_T100 What's this chart 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KOL is a paid shill only shilling ERC20 token projects that aren't really good actors in the TAO eco. \n\nYou can comfortably block Anbessa https://t.co/HBa2IRNTMM","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":10,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[333,337],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987924620419416310","quoted_status_permalink":{"url":"https://t.co/yiOnvUWTdw","expanded":"https://twitter.com/KeithSingery/status/1987924620419416310","display":"x.com/KeithSingery/s…"},"retweeted":false,"fact_check":null,"id":"1987928471763362297","view_count":1923,"bookmark_count":0,"created_at":1762794056000,"favorite_count":19,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"47991533","conversation_id_str":"1987928471763362297","full_text":"Let's get this straight. We get to buy subnet tokens at a very low price, and get to vote on which fully vetted qualified team gets to take on the subnet?\n\nWe're going to see highly developed products competing for this slot with as near as a guarantee as you can get that the team that wins will be highly performant.\n\nCount me in! $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.\n\nHow many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987945214023999605","quoted_status_permalink":{"url":"https://t.co/VsksuDHlx6","expanded":"https://twitter.com/bitstarterai/status/1987945214023999605","display":"x.com/bitstarterai/s…"},"retweeted":false,"fact_check":null,"id":"1987946770958348336","view_count":855,"bookmark_count":0,"created_at":1762798419000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1987946770958348336","full_text":"Gong to attend this 🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":1,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,196],"entities":{"hashtags":[],"symbols":[{"indices":[39,43],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1908181343290200064","name":"Bitcast | SN93","screen_name":"Bitcast_network","indices":[44,60]}]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1988347498755207513","view_count":1475,"bookmark_count":1,"created_at":1762893960000,"favorite_count":40,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"47991533","conversation_id_str":"1988347498755207513","full_text":"Looks like I'm going to be a Bittensor $TAO @Bitcast_network miner on X\n\nHave never mined anything before, and this process took be about 3 clicks. Very impressive UX flow team!\n\nbitcast-x1b03a9e1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530428929021988864","name":"Punisher ττ","screen_name":"CryptoZPunisher","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"CryptoZPunisher","lang":"en","retweeted":false,"fact_check":null,"id":"1988226313182740519","view_count":354,"bookmark_count":0,"created_at":1762865067000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1988216315983671663","full_text":"@CryptoZPunisher Incredible incentive mechanism to get that liq across guys","in_reply_to_user_id_str":"1530428929021988864","in_reply_to_status_id_str":"1988216315983671663","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,122],"entities":{"hashtags":[],"symbols":[{"indices":[10,14],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988487154725503164","quoted_status_permalink":{"url":"https://t.co/F1ORu7hAym","expanded":"https://twitter.com/mogmachine/status/1988487154725503164","display":"x.com/mogmachine/sta…"},"retweeted":false,"fact_check":null,"id":"1988627967619088691","view_count":2184,"bookmark_count":0,"created_at":1762960829000,"favorite_count":33,"quote_count":0,"reply_count":4,"retweet_count":6,"user_id_str":"47991533","conversation_id_str":"1988627967619088691","full_text":"Bittensor $TAO Subnets now properly treating their emissions like cash flow is the level up that will become the standard.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":31,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - 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So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/exponentialree…","expanded_url":"https://x.com/exponentialreed/status/1989012097947062482","url":"https://t.co/RUbGc6yUvv","indices":[24,47]}],"user_mentions":[{"id_str":"1468130586975825925","name":"Hong ττ","screen_name":"flex4woo","indices":[0,9]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"flex4woo","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989012097947062482","quoted_status_permalink":{"url":"https://t.co/b0vCq2pYic","expanded":"https://twitter.com/exponentialreed/status/1989012097947062482","display":"x.com/exponentialree…"},"retweeted":false,"fact_check":null,"id":"1989028086709411976","view_count":233,"bookmark_count":0,"created_at":1763056224000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@flex4woo @notthreadguy https://t.co/RUbGc6yUvv","in_reply_to_user_id_str":"1468130586975825925","in_reply_to_status_id_str":"1989024187856589246","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[31,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1912160127580258304","name":"Roger🇵🇱 $TAO $EMP","screen_name":"Roger3543470062","indices":[0,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[17,30]}]},"favorited":false,"in_reply_to_screen_name":"Roger3543470062","lang":"en","retweeted":false,"fact_check":null,"id":"1989011675157062051","view_count":170,"bookmark_count":0,"created_at":1763052312000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Roger3543470062 @notthreadguy He's correct, some subnets are 100% APY","in_reply_to_user_id_str":"1912160127580258304","in_reply_to_status_id_str":"1989011448496812354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1531721620817059842","name":"Jejinho","screen_name":"jeremie_yung","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]}]},"favorited":false,"in_reply_to_screen_name":"jeremie_yung","lang":"en","retweeted":false,"fact_check":null,"id":"1989028053045977554","view_count":169,"bookmark_count":0,"created_at":1763056216000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@jeremie_yung @notthreadguy That's the next step up from the r3tard version","in_reply_to_user_id_str":"1531721620817059842","in_reply_to_status_id_str":"1989012763222462887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[53,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1294704591540494336","name":"Crypto YoYo (τ,α)","screen_name":"Cryptoyoyo64","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[28,38]},{"id_str":"1408065757741682698","name":"TAO Synergies Inc.","screen_name":"TAOSynergies","indices":[39,52]}]},"favorited":false,"in_reply_to_screen_name":"Cryptoyoyo64","lang":"en","retweeted":false,"fact_check":null,"id":"1989107225173061813","view_count":145,"bookmark_count":0,"created_at":1763075092000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Cryptoyoyo64 @notthreadguy @jaltucher @TAOSynergies Ffs. Apologies, James","in_reply_to_user_id_str":"1294704591540494336","in_reply_to_status_id_str":"1989099890639794419","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":3,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[55,59],"text":"TAO"},{"indices":[55,59],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1043,1053]},{"id_str":"1848432432921645056","name":"lium.io","screen_name":"lium_io","indices":[1054,1062]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1105,1117]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1152,1162]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[1163,1172]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3948,3961]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989362480276013069","view_count":126,"bookmark_count":3,"created_at":1763135950000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"47991533","conversation_id_str":"1989362480276013069","full_text":"This is my second post in my r3tard guide to Bittensor $TAO series.\n\nIn this post I'm going to cover what a subnet is and a bit more about tokens and how they compare to other networks.\n\nSorry, it gets a little more complicated in language now, but this is level 2 after all. \n\nYou can read my first post (level 1) in the link under this post.\n\nThe structure of how a subnet is made is at it's core the same across every single subnet. \n\nThey have:\nA) The base subnet layer where tokens are distributed by the system\nB) The Incentive mechanism (IM) layer where the team have to decide what output they want miners to achieve and build an IM around it that is competed for by miners and scored for by validators\nC) Product layer - a monetisable product from the output needs to be made, or face reduction in funding.\n\nTeams that deliver value, or sell their vision well, will get funded, teams that don't... don't\n\nRegarding subnet outputs:\nThe output can be anything you could think of, ranging from ideas such as-\n1) The provision of compute @chutes_ai @lium_io \n2) Prediction of the future price of BTC @SynthdataCo \n3) The improvement of agent code @ridges_ai @bitsecai \n\nThe incentive mechanism has to be scored around a benchmark, which is what the validators judge them on.\n\nIn the cases of the above that might be:\n1) Was the compute provided\n2) Was the prediction correct\n3) Which miner did the best code improvement \n\nThis makes Bittensor a highly flexible incentive mechanism protocol that can capital fund any idea as long as it can either make money, or people might want to support a nice cause for a period.\n\n-----------------------\n\nTokens\n\nThe idea of buying subnet tokens is pretty simple. Buying a subnet token at it's core is just like buying any 💩 coin on Solana or Eth.\n\nThe tokens launched are still the same concept in terms of the fact that they are a project/company with their own team. Some teams are legendary, and some are 👺\n\nWhen you buy a token on Sol, you do so with Sol or USDC on chain. The token was minted depending on the teams preference, and they have choice over their tokenomics.... On Bittensor it's different as all the launches are the same, as are the tokenomics. \n\nOnce a token on Sol is live, it's symbiotic connection to the network it was launched on mostly ends there. There might be a market on chain, and it might find it's way to a CEX but it doesn't really drive any value back to SOL itself aside from being the unit of account in pools, and provide transaction volume on the network.\n\nOn Bittensor, capital funding is heavily tied to subnet performance, so teams have to drive value back to their token through fundraising (getting speculative buyers), or by gaining real world revenue. If they fail to do so funding dries up. \n\nHow their capital funding is provided is judging which subnets put most back into their pool, and guess where that comes from? Yes it's the amount of TAO itself driven back into the pools. You can think of this as a permanently ongoing Y combinator. The ultimate capital funding game.\n\nSo, every subnet is now battling to put TAO into their pools (by buying subnet tokens) in order to stay funded, thus aligning every team back to TAO. This is the fundamental difference. Bittensor projects are aligned to TAO. SOL (or other L1 projects) are not aligned to SOL\n\n------------------------\n\nWhy Bittensor will be valuable AF \n\nWhere other L1 protocols such as Sol or Eth operate on number of users on their network creating the value, on Bittensor each project (subnet) is in effect it's own network. Bittensor is a network of networks.\n\nWhere we can look at the likes of Bitcoin, Solana or even Facebook as being Metcalfe's law followers (and you have seen the growth of value in those networks), Bittensor, being a network of networks follows a different law... Reed's law, which should grow in value and size much faster than Metcalfe's law based networks.\n\nDr.\n\n@notthreadguy","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,25],"entities":{"hashtags":[],"symbols":[{"indices":[18,22],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"in","retweeted":false,"fact_check":null,"id":"1989412254757130424","view_count":1039,"bookmark_count":0,"created_at":1763147817000,"favorite_count":29,"quote_count":0,"reply_count":5,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989412254757130424","full_text":"Let's f£ck\n\nIYKYK $TAO\n\n🤣","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/ExponentialRee…","expanded_url":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","url":"https://t.co/lY9DvxGFGH","indices":[58,81]}],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ExponentialReed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989362480276013069","quoted_status_permalink":{"url":"https://t.co/lY9DvxGFGH","expanded":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","display":"x.com/ExponentialRee…"},"retweeted":false,"fact_check":null,"id":"1989368153139515490","view_count":394,"bookmark_count":0,"created_at":1763137303000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@notthreadguy Post 2 for those interested to learn more.\n\nhttps://t.co/lY9DvxGFGH","in_reply_to_user_id_str":"47991533","in_reply_to_status_id_str":"1989010753307750577","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":3,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[{"indices":[12,16],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989750228749021529","quoted_status_permalink":{"url":"https://t.co/5jZwWMtZVk","expanded":"https://twitter.com/skol_abides/status/1989750228749021529","display":"x.com/skol_abides/st…"},"retweeted":false,"fact_check":null,"id":"1989754308171112490","view_count":8084,"bookmark_count":3,"created_at":1763229369000,"favorite_count":66,"quote_count":0,"reply_count":3,"retweet_count":10,"user_id_str":"47991533","conversation_id_str":"1989754308171112490","full_text":"I like this $TAO take","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,189],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"545081356","name":"Richard Burgon MP","screen_name":"RichardBurgon","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RichardBurgon","lang":"en","retweeted":false,"fact_check":null,"id":"1989565048058945611","view_count":161,"bookmark_count":0,"created_at":1763184246000,"favorite_count":6,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1989392875378151558","full_text":"@RichardBurgon Stupid. More success will just leave the county, leaving more tax raises for ordinary people.\n\nStudy incentive mechanisms.\n\nNone of you are fit to run a piss up in a brewery.","in_reply_to_user_id_str":"545081356","in_reply_to_status_id_str":"1989392875378151558","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":0,"startTime":1763251200000,"endTime":1763337600000,"tweets":[]},{"label":"2025-11-18","value":0,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,15],"entities":{"hashtags":[],"symbols":[{"indices":[11,15],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1990493014943469921","quoted_status_permalink":{"url":"https://t.co/7TdW073Zvl","expanded":"https://twitter.com/camolnft/status/1990493014943469921","display":"x.com/camolnft/statu…"},"retweeted":false,"fact_check":null,"id":"1990493213128339937","view_count":610,"bookmark_count":0,"created_at":1763405538000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1990493213128339937","full_text":"Believe in $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]}],"nretweets":[{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1056304242812743680","name":"DREAD BONGO","screen_name":"DreadBong0","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DreadBong0","lang":"en","retweeted":false,"fact_check":null,"id":"1980365650024624235","view_count":385,"bookmark_count":1,"created_at":1760990939000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1980304221221118421","full_text":"Interesting to see subnets looking for short cuts. I guess it's understandable given the potential extra emissions they get.\n\nNow imagine if there was an operation on Bittensor that helped connect technology to community and ultimately capital without shilling like that but instead through strategic narrative and education.\n\n🔜 ™️","in_reply_to_user_id_str":"1056304242812743680","in_reply_to_status_id_str":"1980304221221118421","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":11,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,97],"entities":{"hashtags":[],"symbols":[{"indices":[20,24],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14975417","name":"mogmachine (ττ)","screen_name":"mogmachine","indices":[66,77]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[82,97]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981291547812647283","quoted_status_permalink":{"url":"https://t.co/C2R6iAEsNr","expanded":"https://twitter.com/MEXC_Listings/status/1981291547812647283","display":"x.com/MEXC_Listings/…"},"retweeted":false,"fact_check":null,"id":"1981308665056444924","view_count":1134,"bookmark_count":0,"created_at":1761215771000,"favorite_count":37,"quote_count":0,"reply_count":3,"retweet_count":11,"user_id_str":"47991533","conversation_id_str":"1981308665056444924","full_text":"The first Bittensor $TAO subnet to get a CEX listing\n\nCongrats to @mogmachine and @hippius_subnet","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":0,"startTime":1761350400000,"endTime":1761436800000,"tweets":[]},{"label":"2025-10-27","value":0,"startTime":1761436800000,"endTime":1761523200000,"tweets":[]},{"label":"2025-10-28","value":0,"startTime":1761523200000,"endTime":1761609600000,"tweets":[]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[]},{"label":"2025-11-01","value":0,"startTime":1761868800000,"endTime":1761955200000,"tweets":[]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":0,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[19,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/invest_answers…","expanded_url":"https://x.com/invest_answers/status/1774151581564653711?s=46&t=AvTiMDktFjw8_XCVo48icA","url":"https://t.co/5iOOuc9EAb","indices":[51,74]}],"user_mentions":[{"id_str":"20510925","name":"Robin 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🤣\n\nhttps://t.co/5iOOuc9EAb","in_reply_to_user_id_str":"20510925","in_reply_to_status_id_str":"1985721413584437710","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[]},{"label":"2025-11-07","value":19,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"symbols":[{"indices":[0,4],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986352305441284394","quoted_status_permalink":{"url":"https://t.co/VPvZDvp1Nq","expanded":"https://twitter.com/defi0xjeff/status/1986352305441284394","display":"x.com/defi0xjeff/sta…"},"retweeted":false,"fact_check":null,"id":"1986357917478420780","view_count":6187,"bookmark_count":1,"created_at":1762419606000,"favorite_count":100,"quote_count":0,"reply_count":6,"retweet_count":19,"user_id_str":"47991533","conversation_id_str":"1986357917478420780","full_text":"$TAO\n\nIt's really that simple","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":0,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[12,35],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20510925","name":"Robin τ","screen_name":"Robin_T100","indices":[0,11]}]},"favorited":true,"in_reply_to_screen_name":"Robin_T100","lang":"en","retweeted":false,"fact_check":null,"id":"1986716230443512171","view_count":182,"bookmark_count":0,"created_at":1762505035000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1986698140951396851","full_text":"@Robin_T100 What's this chart 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KOL is a paid shill only shilling ERC20 token projects that aren't really good actors in the TAO eco. \n\nYou can comfortably block Anbessa https://t.co/HBa2IRNTMM","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":37,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[333,337],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987924620419416310","quoted_status_permalink":{"url":"https://t.co/yiOnvUWTdw","expanded":"https://twitter.com/KeithSingery/status/1987924620419416310","display":"x.com/KeithSingery/s…"},"retweeted":false,"fact_check":null,"id":"1987928471763362297","view_count":1923,"bookmark_count":0,"created_at":1762794056000,"favorite_count":19,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"47991533","conversation_id_str":"1987928471763362297","full_text":"Let's get this straight. We get to buy subnet tokens at a very low price, and get to vote on which fully vetted qualified team gets to take on the subnet?\n\nWe're going to see highly developed products competing for this slot with as near as a guarantee as you can get that the team that wins will be highly performant.\n\nCount me in! $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.\n\nHow many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987945214023999605","quoted_status_permalink":{"url":"https://t.co/VsksuDHlx6","expanded":"https://twitter.com/bitstarterai/status/1987945214023999605","display":"x.com/bitstarterai/s…"},"retweeted":false,"fact_check":null,"id":"1987946770958348336","view_count":855,"bookmark_count":0,"created_at":1762798419000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1987946770958348336","full_text":"Gong to attend this 🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":8,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,196],"entities":{"hashtags":[],"symbols":[{"indices":[39,43],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1908181343290200064","name":"Bitcast | SN93","screen_name":"Bitcast_network","indices":[44,60]}]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1988347498755207513","view_count":1475,"bookmark_count":1,"created_at":1762893960000,"favorite_count":40,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"47991533","conversation_id_str":"1988347498755207513","full_text":"Looks like I'm going to be a Bittensor $TAO @Bitcast_network miner on X\n\nHave never mined anything before, and this process took be about 3 clicks. Very impressive UX flow team!\n\nbitcast-x1b03a9e1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530428929021988864","name":"Punisher ττ","screen_name":"CryptoZPunisher","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"CryptoZPunisher","lang":"en","retweeted":false,"fact_check":null,"id":"1988226313182740519","view_count":354,"bookmark_count":0,"created_at":1762865067000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1988216315983671663","full_text":"@CryptoZPunisher Incredible incentive mechanism to get that liq across guys","in_reply_to_user_id_str":"1530428929021988864","in_reply_to_status_id_str":"1988216315983671663","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":6,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,122],"entities":{"hashtags":[],"symbols":[{"indices":[10,14],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988487154725503164","quoted_status_permalink":{"url":"https://t.co/F1ORu7hAym","expanded":"https://twitter.com/mogmachine/status/1988487154725503164","display":"x.com/mogmachine/sta…"},"retweeted":false,"fact_check":null,"id":"1988627967619088691","view_count":2184,"bookmark_count":0,"created_at":1762960829000,"favorite_count":33,"quote_count":0,"reply_count":4,"retweet_count":6,"user_id_str":"47991533","conversation_id_str":"1988627967619088691","full_text":"Bittensor $TAO Subnets now properly treating their emissions like cash flow is the level up that will become the standard.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":34,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - 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So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/exponentialree…","expanded_url":"https://x.com/exponentialreed/status/1989012097947062482","url":"https://t.co/RUbGc6yUvv","indices":[24,47]}],"user_mentions":[{"id_str":"1468130586975825925","name":"Hong ττ","screen_name":"flex4woo","indices":[0,9]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"flex4woo","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989012097947062482","quoted_status_permalink":{"url":"https://t.co/b0vCq2pYic","expanded":"https://twitter.com/exponentialreed/status/1989012097947062482","display":"x.com/exponentialree…"},"retweeted":false,"fact_check":null,"id":"1989028086709411976","view_count":233,"bookmark_count":0,"created_at":1763056224000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@flex4woo @notthreadguy https://t.co/RUbGc6yUvv","in_reply_to_user_id_str":"1468130586975825925","in_reply_to_status_id_str":"1989024187856589246","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[31,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1912160127580258304","name":"Roger🇵🇱 $TAO $EMP","screen_name":"Roger3543470062","indices":[0,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[17,30]}]},"favorited":false,"in_reply_to_screen_name":"Roger3543470062","lang":"en","retweeted":false,"fact_check":null,"id":"1989011675157062051","view_count":170,"bookmark_count":0,"created_at":1763052312000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Roger3543470062 @notthreadguy He's correct, some subnets are 100% APY","in_reply_to_user_id_str":"1912160127580258304","in_reply_to_status_id_str":"1989011448496812354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1531721620817059842","name":"Jejinho","screen_name":"jeremie_yung","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]}]},"favorited":false,"in_reply_to_screen_name":"jeremie_yung","lang":"en","retweeted":false,"fact_check":null,"id":"1989028053045977554","view_count":169,"bookmark_count":0,"created_at":1763056216000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@jeremie_yung @notthreadguy That's the next step up from the r3tard version","in_reply_to_user_id_str":"1531721620817059842","in_reply_to_status_id_str":"1989012763222462887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[53,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1294704591540494336","name":"Crypto YoYo (τ,α)","screen_name":"Cryptoyoyo64","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[28,38]},{"id_str":"1408065757741682698","name":"TAO Synergies Inc.","screen_name":"TAOSynergies","indices":[39,52]}]},"favorited":false,"in_reply_to_screen_name":"Cryptoyoyo64","lang":"en","retweeted":false,"fact_check":null,"id":"1989107225173061813","view_count":145,"bookmark_count":0,"created_at":1763075092000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Cryptoyoyo64 @notthreadguy @jaltucher @TAOSynergies Ffs. Apologies, James","in_reply_to_user_id_str":"1294704591540494336","in_reply_to_status_id_str":"1989099890639794419","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":4,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[55,59],"text":"TAO"},{"indices":[55,59],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1043,1053]},{"id_str":"1848432432921645056","name":"lium.io","screen_name":"lium_io","indices":[1054,1062]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1105,1117]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1152,1162]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[1163,1172]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3948,3961]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989362480276013069","view_count":126,"bookmark_count":3,"created_at":1763135950000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"47991533","conversation_id_str":"1989362480276013069","full_text":"This is my second post in my r3tard guide to Bittensor $TAO series.\n\nIn this post I'm going to cover what a subnet is and a bit more about tokens and how they compare to other networks.\n\nSorry, it gets a little more complicated in language now, but this is level 2 after all. \n\nYou can read my first post (level 1) in the link under this post.\n\nThe structure of how a subnet is made is at it's core the same across every single subnet. \n\nThey have:\nA) The base subnet layer where tokens are distributed by the system\nB) The Incentive mechanism (IM) layer where the team have to decide what output they want miners to achieve and build an IM around it that is competed for by miners and scored for by validators\nC) Product layer - a monetisable product from the output needs to be made, or face reduction in funding.\n\nTeams that deliver value, or sell their vision well, will get funded, teams that don't... don't\n\nRegarding subnet outputs:\nThe output can be anything you could think of, ranging from ideas such as-\n1) The provision of compute @chutes_ai @lium_io \n2) Prediction of the future price of BTC @SynthdataCo \n3) The improvement of agent code @ridges_ai @bitsecai \n\nThe incentive mechanism has to be scored around a benchmark, which is what the validators judge them on.\n\nIn the cases of the above that might be:\n1) Was the compute provided\n2) Was the prediction correct\n3) Which miner did the best code improvement \n\nThis makes Bittensor a highly flexible incentive mechanism protocol that can capital fund any idea as long as it can either make money, or people might want to support a nice cause for a period.\n\n-----------------------\n\nTokens\n\nThe idea of buying subnet tokens is pretty simple. Buying a subnet token at it's core is just like buying any 💩 coin on Solana or Eth.\n\nThe tokens launched are still the same concept in terms of the fact that they are a project/company with their own team. Some teams are legendary, and some are 👺\n\nWhen you buy a token on Sol, you do so with Sol or USDC on chain. The token was minted depending on the teams preference, and they have choice over their tokenomics.... On Bittensor it's different as all the launches are the same, as are the tokenomics. \n\nOnce a token on Sol is live, it's symbiotic connection to the network it was launched on mostly ends there. There might be a market on chain, and it might find it's way to a CEX but it doesn't really drive any value back to SOL itself aside from being the unit of account in pools, and provide transaction volume on the network.\n\nOn Bittensor, capital funding is heavily tied to subnet performance, so teams have to drive value back to their token through fundraising (getting speculative buyers), or by gaining real world revenue. If they fail to do so funding dries up. \n\nHow their capital funding is provided is judging which subnets put most back into their pool, and guess where that comes from? Yes it's the amount of TAO itself driven back into the pools. You can think of this as a permanently ongoing Y combinator. The ultimate capital funding game.\n\nSo, every subnet is now battling to put TAO into their pools (by buying subnet tokens) in order to stay funded, thus aligning every team back to TAO. This is the fundamental difference. Bittensor projects are aligned to TAO. SOL (or other L1 projects) are not aligned to SOL\n\n------------------------\n\nWhy Bittensor will be valuable AF \n\nWhere other L1 protocols such as Sol or Eth operate on number of users on their network creating the value, on Bittensor each project (subnet) is in effect it's own network. Bittensor is a network of networks.\n\nWhere we can look at the likes of Bitcoin, Solana or even Facebook as being Metcalfe's law followers (and you have seen the growth of value in those networks), Bittensor, being a network of networks follows a different law... Reed's law, which should grow in value and size much faster than Metcalfe's law based networks.\n\nDr.\n\n@notthreadguy","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,25],"entities":{"hashtags":[],"symbols":[{"indices":[18,22],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"in","retweeted":false,"fact_check":null,"id":"1989412254757130424","view_count":1039,"bookmark_count":0,"created_at":1763147817000,"favorite_count":29,"quote_count":0,"reply_count":5,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989412254757130424","full_text":"Let's f£ck\n\nIYKYK $TAO\n\n🤣","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/ExponentialRee…","expanded_url":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","url":"https://t.co/lY9DvxGFGH","indices":[58,81]}],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ExponentialReed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989362480276013069","quoted_status_permalink":{"url":"https://t.co/lY9DvxGFGH","expanded":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","display":"x.com/ExponentialRee…"},"retweeted":false,"fact_check":null,"id":"1989368153139515490","view_count":394,"bookmark_count":0,"created_at":1763137303000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@notthreadguy Post 2 for those interested to learn more.\n\nhttps://t.co/lY9DvxGFGH","in_reply_to_user_id_str":"47991533","in_reply_to_status_id_str":"1989010753307750577","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":10,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[{"indices":[12,16],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989750228749021529","quoted_status_permalink":{"url":"https://t.co/5jZwWMtZVk","expanded":"https://twitter.com/skol_abides/status/1989750228749021529","display":"x.com/skol_abides/st…"},"retweeted":false,"fact_check":null,"id":"1989754308171112490","view_count":8084,"bookmark_count":3,"created_at":1763229369000,"favorite_count":66,"quote_count":0,"reply_count":3,"retweet_count":10,"user_id_str":"47991533","conversation_id_str":"1989754308171112490","full_text":"I like this $TAO take","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,189],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"545081356","name":"Richard Burgon MP","screen_name":"RichardBurgon","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RichardBurgon","lang":"en","retweeted":false,"fact_check":null,"id":"1989565048058945611","view_count":161,"bookmark_count":0,"created_at":1763184246000,"favorite_count":6,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1989392875378151558","full_text":"@RichardBurgon Stupid. More success will just leave the county, leaving more tax raises for ordinary people.\n\nStudy incentive mechanisms.\n\nNone of you are fit to run a piss up in a brewery.","in_reply_to_user_id_str":"545081356","in_reply_to_status_id_str":"1989392875378151558","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":0,"startTime":1763251200000,"endTime":1763337600000,"tweets":[]},{"label":"2025-11-18","value":0,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,15],"entities":{"hashtags":[],"symbols":[{"indices":[11,15],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1990493014943469921","quoted_status_permalink":{"url":"https://t.co/7TdW073Zvl","expanded":"https://twitter.com/camolnft/status/1990493014943469921","display":"x.com/camolnft/statu…"},"retweeted":false,"fact_check":null,"id":"1990493213128339937","view_count":610,"bookmark_count":0,"created_at":1763405538000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1990493213128339937","full_text":"Believe in $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]}],"nlikes":[{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":3,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1056304242812743680","name":"DREAD BONGO","screen_name":"DreadBong0","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DreadBong0","lang":"en","retweeted":false,"fact_check":null,"id":"1980365650024624235","view_count":385,"bookmark_count":1,"created_at":1760990939000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1980304221221118421","full_text":"Interesting to see subnets looking for short cuts. I guess it's understandable given the potential extra emissions they get.\n\nNow imagine if there was an operation on Bittensor that helped connect technology to community and ultimately capital without shilling like that but instead through strategic narrative and education.\n\n🔜 ™️","in_reply_to_user_id_str":"1056304242812743680","in_reply_to_status_id_str":"1980304221221118421","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":37,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,97],"entities":{"hashtags":[],"symbols":[{"indices":[20,24],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14975417","name":"mogmachine (ττ)","screen_name":"mogmachine","indices":[66,77]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[82,97]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981291547812647283","quoted_status_permalink":{"url":"https://t.co/C2R6iAEsNr","expanded":"https://twitter.com/MEXC_Listings/status/1981291547812647283","display":"x.com/MEXC_Listings/…"},"retweeted":false,"fact_check":null,"id":"1981308665056444924","view_count":1134,"bookmark_count":0,"created_at":1761215771000,"favorite_count":37,"quote_count":0,"reply_count":3,"retweet_count":11,"user_id_str":"47991533","conversation_id_str":"1981308665056444924","full_text":"The first Bittensor $TAO subnet to get a CEX listing\n\nCongrats to @mogmachine and @hippius_subnet","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":0,"startTime":1761350400000,"endTime":1761436800000,"tweets":[]},{"label":"2025-10-27","value":0,"startTime":1761436800000,"endTime":1761523200000,"tweets":[]},{"label":"2025-10-28","value":0,"startTime":1761523200000,"endTime":1761609600000,"tweets":[]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[]},{"label":"2025-11-01","value":0,"startTime":1761868800000,"endTime":1761955200000,"tweets":[]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":1,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[19,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/invest_answers…","expanded_url":"https://x.com/invest_answers/status/1774151581564653711?s=46&t=AvTiMDktFjw8_XCVo48icA","url":"https://t.co/5iOOuc9EAb","indices":[51,74]}],"user_mentions":[{"id_str":"20510925","name":"Robin 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🤣\n\nhttps://t.co/5iOOuc9EAb","in_reply_to_user_id_str":"20510925","in_reply_to_status_id_str":"1985721413584437710","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[]},{"label":"2025-11-07","value":100,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"symbols":[{"indices":[0,4],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986352305441284394","quoted_status_permalink":{"url":"https://t.co/VPvZDvp1Nq","expanded":"https://twitter.com/defi0xjeff/status/1986352305441284394","display":"x.com/defi0xjeff/sta…"},"retweeted":false,"fact_check":null,"id":"1986357917478420780","view_count":6187,"bookmark_count":1,"created_at":1762419606000,"favorite_count":100,"quote_count":0,"reply_count":6,"retweet_count":19,"user_id_str":"47991533","conversation_id_str":"1986357917478420780","full_text":"$TAO\n\nIt's really that simple","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":1,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[12,35],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20510925","name":"Robin τ","screen_name":"Robin_T100","indices":[0,11]}]},"favorited":true,"in_reply_to_screen_name":"Robin_T100","lang":"en","retweeted":false,"fact_check":null,"id":"1986716230443512171","view_count":182,"bookmark_count":0,"created_at":1762505035000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1986698140951396851","full_text":"@Robin_T100 What's this chart 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KOL is a paid shill only shilling ERC20 token projects that aren't really good actors in the TAO eco. \n\nYou can comfortably block Anbessa https://t.co/HBa2IRNTMM","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":139,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[333,337],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987924620419416310","quoted_status_permalink":{"url":"https://t.co/yiOnvUWTdw","expanded":"https://twitter.com/KeithSingery/status/1987924620419416310","display":"x.com/KeithSingery/s…"},"retweeted":false,"fact_check":null,"id":"1987928471763362297","view_count":1923,"bookmark_count":0,"created_at":1762794056000,"favorite_count":19,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"47991533","conversation_id_str":"1987928471763362297","full_text":"Let's get this straight. We get to buy subnet tokens at a very low price, and get to vote on which fully vetted qualified team gets to take on the subnet?\n\nWe're going to see highly developed products competing for this slot with as near as a guarantee as you can get that the team that wins will be highly performant.\n\nCount me in! $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.\n\nHow many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987945214023999605","quoted_status_permalink":{"url":"https://t.co/VsksuDHlx6","expanded":"https://twitter.com/bitstarterai/status/1987945214023999605","display":"x.com/bitstarterai/s…"},"retweeted":false,"fact_check":null,"id":"1987946770958348336","view_count":855,"bookmark_count":0,"created_at":1762798419000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1987946770958348336","full_text":"Gong to attend this 🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":45,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,196],"entities":{"hashtags":[],"symbols":[{"indices":[39,43],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1908181343290200064","name":"Bitcast | SN93","screen_name":"Bitcast_network","indices":[44,60]}]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1988347498755207513","view_count":1475,"bookmark_count":1,"created_at":1762893960000,"favorite_count":40,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"47991533","conversation_id_str":"1988347498755207513","full_text":"Looks like I'm going to be a Bittensor $TAO @Bitcast_network miner on X\n\nHave never mined anything before, and this process took be about 3 clicks. Very impressive UX flow team!\n\nbitcast-x1b03a9e1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530428929021988864","name":"Punisher ττ","screen_name":"CryptoZPunisher","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"CryptoZPunisher","lang":"en","retweeted":false,"fact_check":null,"id":"1988226313182740519","view_count":354,"bookmark_count":0,"created_at":1762865067000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1988216315983671663","full_text":"@CryptoZPunisher Incredible incentive mechanism to get that liq across guys","in_reply_to_user_id_str":"1530428929021988864","in_reply_to_status_id_str":"1988216315983671663","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":33,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,122],"entities":{"hashtags":[],"symbols":[{"indices":[10,14],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988487154725503164","quoted_status_permalink":{"url":"https://t.co/F1ORu7hAym","expanded":"https://twitter.com/mogmachine/status/1988487154725503164","display":"x.com/mogmachine/sta…"},"retweeted":false,"fact_check":null,"id":"1988627967619088691","view_count":2184,"bookmark_count":0,"created_at":1762960829000,"favorite_count":33,"quote_count":0,"reply_count":4,"retweet_count":6,"user_id_str":"47991533","conversation_id_str":"1988627967619088691","full_text":"Bittensor $TAO Subnets now properly treating their emissions like cash flow is the level up that will become the standard.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":149,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - 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So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/exponentialree…","expanded_url":"https://x.com/exponentialreed/status/1989012097947062482","url":"https://t.co/RUbGc6yUvv","indices":[24,47]}],"user_mentions":[{"id_str":"1468130586975825925","name":"Hong ττ","screen_name":"flex4woo","indices":[0,9]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"flex4woo","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989012097947062482","quoted_status_permalink":{"url":"https://t.co/b0vCq2pYic","expanded":"https://twitter.com/exponentialreed/status/1989012097947062482","display":"x.com/exponentialree…"},"retweeted":false,"fact_check":null,"id":"1989028086709411976","view_count":233,"bookmark_count":0,"created_at":1763056224000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@flex4woo @notthreadguy https://t.co/RUbGc6yUvv","in_reply_to_user_id_str":"1468130586975825925","in_reply_to_status_id_str":"1989024187856589246","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[31,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1912160127580258304","name":"Roger🇵🇱 $TAO $EMP","screen_name":"Roger3543470062","indices":[0,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[17,30]}]},"favorited":false,"in_reply_to_screen_name":"Roger3543470062","lang":"en","retweeted":false,"fact_check":null,"id":"1989011675157062051","view_count":170,"bookmark_count":0,"created_at":1763052312000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Roger3543470062 @notthreadguy He's correct, some subnets are 100% APY","in_reply_to_user_id_str":"1912160127580258304","in_reply_to_status_id_str":"1989011448496812354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1531721620817059842","name":"Jejinho","screen_name":"jeremie_yung","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]}]},"favorited":false,"in_reply_to_screen_name":"jeremie_yung","lang":"en","retweeted":false,"fact_check":null,"id":"1989028053045977554","view_count":169,"bookmark_count":0,"created_at":1763056216000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@jeremie_yung @notthreadguy That's the next step up from the r3tard version","in_reply_to_user_id_str":"1531721620817059842","in_reply_to_status_id_str":"1989012763222462887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[53,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1294704591540494336","name":"Crypto YoYo (τ,α)","screen_name":"Cryptoyoyo64","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[28,38]},{"id_str":"1408065757741682698","name":"TAO Synergies Inc.","screen_name":"TAOSynergies","indices":[39,52]}]},"favorited":false,"in_reply_to_screen_name":"Cryptoyoyo64","lang":"en","retweeted":false,"fact_check":null,"id":"1989107225173061813","view_count":145,"bookmark_count":0,"created_at":1763075092000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Cryptoyoyo64 @notthreadguy @jaltucher @TAOSynergies Ffs. Apologies, James","in_reply_to_user_id_str":"1294704591540494336","in_reply_to_status_id_str":"1989099890639794419","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":40,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[55,59],"text":"TAO"},{"indices":[55,59],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1043,1053]},{"id_str":"1848432432921645056","name":"lium.io","screen_name":"lium_io","indices":[1054,1062]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1105,1117]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1152,1162]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[1163,1172]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3948,3961]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989362480276013069","view_count":126,"bookmark_count":3,"created_at":1763135950000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"47991533","conversation_id_str":"1989362480276013069","full_text":"This is my second post in my r3tard guide to Bittensor $TAO series.\n\nIn this post I'm going to cover what a subnet is and a bit more about tokens and how they compare to other networks.\n\nSorry, it gets a little more complicated in language now, but this is level 2 after all. \n\nYou can read my first post (level 1) in the link under this post.\n\nThe structure of how a subnet is made is at it's core the same across every single subnet. \n\nThey have:\nA) The base subnet layer where tokens are distributed by the system\nB) The Incentive mechanism (IM) layer where the team have to decide what output they want miners to achieve and build an IM around it that is competed for by miners and scored for by validators\nC) Product layer - a monetisable product from the output needs to be made, or face reduction in funding.\n\nTeams that deliver value, or sell their vision well, will get funded, teams that don't... don't\n\nRegarding subnet outputs:\nThe output can be anything you could think of, ranging from ideas such as-\n1) The provision of compute @chutes_ai @lium_io \n2) Prediction of the future price of BTC @SynthdataCo \n3) The improvement of agent code @ridges_ai @bitsecai \n\nThe incentive mechanism has to be scored around a benchmark, which is what the validators judge them on.\n\nIn the cases of the above that might be:\n1) Was the compute provided\n2) Was the prediction correct\n3) Which miner did the best code improvement \n\nThis makes Bittensor a highly flexible incentive mechanism protocol that can capital fund any idea as long as it can either make money, or people might want to support a nice cause for a period.\n\n-----------------------\n\nTokens\n\nThe idea of buying subnet tokens is pretty simple. Buying a subnet token at it's core is just like buying any 💩 coin on Solana or Eth.\n\nThe tokens launched are still the same concept in terms of the fact that they are a project/company with their own team. Some teams are legendary, and some are 👺\n\nWhen you buy a token on Sol, you do so with Sol or USDC on chain. The token was minted depending on the teams preference, and they have choice over their tokenomics.... On Bittensor it's different as all the launches are the same, as are the tokenomics. \n\nOnce a token on Sol is live, it's symbiotic connection to the network it was launched on mostly ends there. There might be a market on chain, and it might find it's way to a CEX but it doesn't really drive any value back to SOL itself aside from being the unit of account in pools, and provide transaction volume on the network.\n\nOn Bittensor, capital funding is heavily tied to subnet performance, so teams have to drive value back to their token through fundraising (getting speculative buyers), or by gaining real world revenue. If they fail to do so funding dries up. \n\nHow their capital funding is provided is judging which subnets put most back into their pool, and guess where that comes from? Yes it's the amount of TAO itself driven back into the pools. You can think of this as a permanently ongoing Y combinator. The ultimate capital funding game.\n\nSo, every subnet is now battling to put TAO into their pools (by buying subnet tokens) in order to stay funded, thus aligning every team back to TAO. This is the fundamental difference. Bittensor projects are aligned to TAO. SOL (or other L1 projects) are not aligned to SOL\n\n------------------------\n\nWhy Bittensor will be valuable AF \n\nWhere other L1 protocols such as Sol or Eth operate on number of users on their network creating the value, on Bittensor each project (subnet) is in effect it's own network. Bittensor is a network of networks.\n\nWhere we can look at the likes of Bitcoin, Solana or even Facebook as being Metcalfe's law followers (and you have seen the growth of value in those networks), Bittensor, being a network of networks follows a different law... Reed's law, which should grow in value and size much faster than Metcalfe's law based networks.\n\nDr.\n\n@notthreadguy","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,25],"entities":{"hashtags":[],"symbols":[{"indices":[18,22],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"in","retweeted":false,"fact_check":null,"id":"1989412254757130424","view_count":1039,"bookmark_count":0,"created_at":1763147817000,"favorite_count":29,"quote_count":0,"reply_count":5,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989412254757130424","full_text":"Let's f£ck\n\nIYKYK $TAO\n\n🤣","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/ExponentialRee…","expanded_url":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","url":"https://t.co/lY9DvxGFGH","indices":[58,81]}],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ExponentialReed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989362480276013069","quoted_status_permalink":{"url":"https://t.co/lY9DvxGFGH","expanded":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","display":"x.com/ExponentialRee…"},"retweeted":false,"fact_check":null,"id":"1989368153139515490","view_count":394,"bookmark_count":0,"created_at":1763137303000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@notthreadguy Post 2 for those interested to learn more.\n\nhttps://t.co/lY9DvxGFGH","in_reply_to_user_id_str":"47991533","in_reply_to_status_id_str":"1989010753307750577","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":72,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[{"indices":[12,16],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989750228749021529","quoted_status_permalink":{"url":"https://t.co/5jZwWMtZVk","expanded":"https://twitter.com/skol_abides/status/1989750228749021529","display":"x.com/skol_abides/st…"},"retweeted":false,"fact_check":null,"id":"1989754308171112490","view_count":8084,"bookmark_count":3,"created_at":1763229369000,"favorite_count":66,"quote_count":0,"reply_count":3,"retweet_count":10,"user_id_str":"47991533","conversation_id_str":"1989754308171112490","full_text":"I like this $TAO take","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,189],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"545081356","name":"Richard Burgon MP","screen_name":"RichardBurgon","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RichardBurgon","lang":"en","retweeted":false,"fact_check":null,"id":"1989565048058945611","view_count":161,"bookmark_count":0,"created_at":1763184246000,"favorite_count":6,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1989392875378151558","full_text":"@RichardBurgon Stupid. More success will just leave the county, leaving more tax raises for ordinary people.\n\nStudy incentive mechanisms.\n\nNone of you are fit to run a piss up in a brewery.","in_reply_to_user_id_str":"545081356","in_reply_to_status_id_str":"1989392875378151558","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":0,"startTime":1763251200000,"endTime":1763337600000,"tweets":[]},{"label":"2025-11-18","value":6,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,15],"entities":{"hashtags":[],"symbols":[{"indices":[11,15],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1990493014943469921","quoted_status_permalink":{"url":"https://t.co/7TdW073Zvl","expanded":"https://twitter.com/camolnft/status/1990493014943469921","display":"x.com/camolnft/statu…"},"retweeted":false,"fact_check":null,"id":"1990493213128339937","view_count":610,"bookmark_count":0,"created_at":1763405538000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1990493213128339937","full_text":"Believe in $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]}],"nviews":[{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[]},{"label":"2025-10-21","value":385,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1056304242812743680","name":"DREAD BONGO","screen_name":"DreadBong0","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DreadBong0","lang":"en","retweeted":false,"fact_check":null,"id":"1980365650024624235","view_count":385,"bookmark_count":1,"created_at":1760990939000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1980304221221118421","full_text":"Interesting to see subnets looking for short cuts. I guess it's understandable given the potential extra emissions they get.\n\nNow imagine if there was an operation on Bittensor that helped connect technology to community and ultimately capital without shilling like that but instead through strategic narrative and education.\n\n🔜 ™️","in_reply_to_user_id_str":"1056304242812743680","in_reply_to_status_id_str":"1980304221221118421","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":1134,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,97],"entities":{"hashtags":[],"symbols":[{"indices":[20,24],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14975417","name":"mogmachine (ττ)","screen_name":"mogmachine","indices":[66,77]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[82,97]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981291547812647283","quoted_status_permalink":{"url":"https://t.co/C2R6iAEsNr","expanded":"https://twitter.com/MEXC_Listings/status/1981291547812647283","display":"x.com/MEXC_Listings/…"},"retweeted":false,"fact_check":null,"id":"1981308665056444924","view_count":1134,"bookmark_count":0,"created_at":1761215771000,"favorite_count":37,"quote_count":0,"reply_count":3,"retweet_count":11,"user_id_str":"47991533","conversation_id_str":"1981308665056444924","full_text":"The first Bittensor $TAO subnet to get a CEX listing\n\nCongrats to @mogmachine and @hippius_subnet","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":0,"startTime":1761350400000,"endTime":1761436800000,"tweets":[]},{"label":"2025-10-27","value":0,"startTime":1761436800000,"endTime":1761523200000,"tweets":[]},{"label":"2025-10-28","value":0,"startTime":1761523200000,"endTime":1761609600000,"tweets":[]},{"label":"2025-10-29","value":0,"startTime":1761609600000,"endTime":1761696000000,"tweets":[]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[]},{"label":"2025-10-31","value":0,"startTime":1761782400000,"endTime":1761868800000,"tweets":[]},{"label":"2025-11-01","value":0,"startTime":1761868800000,"endTime":1761955200000,"tweets":[]},{"label":"2025-11-02","value":0,"startTime":1761955200000,"endTime":1762041600000,"tweets":[]},{"label":"2025-11-03","value":0,"startTime":1762041600000,"endTime":1762128000000,"tweets":[]},{"label":"2025-11-04","value":0,"startTime":1762128000000,"endTime":1762214400000,"tweets":[]},{"label":"2025-11-05","value":107,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[19,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/invest_answers…","expanded_url":"https://x.com/invest_answers/status/1774151581564653711?s=46&t=AvTiMDktFjw8_XCVo48icA","url":"https://t.co/5iOOuc9EAb","indices":[51,74]}],"user_mentions":[{"id_str":"20510925","name":"Robin 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🤣\n\nhttps://t.co/5iOOuc9EAb","in_reply_to_user_id_str":"20510925","in_reply_to_status_id_str":"1985721413584437710","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[]},{"label":"2025-11-07","value":6187,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"symbols":[{"indices":[0,4],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986352305441284394","quoted_status_permalink":{"url":"https://t.co/VPvZDvp1Nq","expanded":"https://twitter.com/defi0xjeff/status/1986352305441284394","display":"x.com/defi0xjeff/sta…"},"retweeted":false,"fact_check":null,"id":"1986357917478420780","view_count":6187,"bookmark_count":1,"created_at":1762419606000,"favorite_count":100,"quote_count":0,"reply_count":6,"retweet_count":19,"user_id_str":"47991533","conversation_id_str":"1986357917478420780","full_text":"$TAO\n\nIt's really that simple","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":182,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[12,35],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20510925","name":"Robin τ","screen_name":"Robin_T100","indices":[0,11]}]},"favorited":true,"in_reply_to_screen_name":"Robin_T100","lang":"en","retweeted":false,"fact_check":null,"id":"1986716230443512171","view_count":182,"bookmark_count":0,"created_at":1762505035000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1986698140951396851","full_text":"@Robin_T100 What's this chart 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KOL is a paid shill only shilling ERC20 token projects that aren't really good actors in the TAO eco. \n\nYou can comfortably block Anbessa https://t.co/HBa2IRNTMM","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":0,"startTime":1762646400000,"endTime":1762732800000,"tweets":[]},{"label":"2025-11-11","value":16221,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[333,337],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987924620419416310","quoted_status_permalink":{"url":"https://t.co/yiOnvUWTdw","expanded":"https://twitter.com/KeithSingery/status/1987924620419416310","display":"x.com/KeithSingery/s…"},"retweeted":false,"fact_check":null,"id":"1987928471763362297","view_count":1923,"bookmark_count":0,"created_at":1762794056000,"favorite_count":19,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"47991533","conversation_id_str":"1987928471763362297","full_text":"Let's 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We get to buy subnet tokens at a very low price, and get to vote on which fully vetted qualified team gets to take on the subnet?\n\nWe're going to see highly developed products competing for this slot with as near as a guarantee as you can get that the team that wins will be highly performant.\n\nCount me in! $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[{"indices":[125,129],"text":"TAO"},{"indices":[125,129],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[142,155]},{"id_str":"1683888136664023040","name":"Neuromancer","screen_name":"neuromancer_t","indices":[1682,1696]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987851749520986210","view_count":13443,"bookmark_count":10,"created_at":1762775764000,"favorite_count":112,"quote_count":5,"reply_count":13,"retweet_count":32,"user_id_str":"47991533","conversation_id_str":"1987851749520986210","full_text":"Something i've been spending time on recently is how subnet's IMs connect into the new TAO flow emissions share on Bittensor $TAO.\n\nSubnet 41 @sportstensor is fascinating.\n\nMiners are rewarded for winning in markets, specifically Polymarket. They must win over a sustained period of time to be eligible. Any bettor that wins in general (providing good signal) is therefor eligible to earn emissions on the subnet.\n\nEmissions are released based on a 1% of $ volume on markets.\n\nFor example if the subnet earns $100 in trading fees on Polymarket, then $100 will be released for emissions to miners, effectively as a bonus for creating winning signal. \n\nIf the trading fee volume exceeds total miner emissions than that's automatic positive TAO flow for the subnet.\n\nThis on paper seems like the subnet itself will start to gain 'profit' on miner emissions only once fees > emissions.\n\nHowever i've been thinking about this for the last few days. If I was a miner on SN41 and i was winning already on my bets, then my margin is already achieved and 41 tokens are a bonus payment. I don't HAVE to sell.\n\nWhat would I do if i was a winning miner? Well knowing any deviation lower than selling all my earned tokens puts the subnet in positive net flow, i would make a conscious decision not to sell all of them (if any), because now, over time, my tokens would be worth more just by holding.\n\nHow many miners would think the same way? It seems like an incredibly strong positive feedback loop in process here and doesn't seem much of a stretch to have a very large positive net TAO flow outside of any speculation very very quickly.\n\nIs subnet 41 the strongest IM in the eco at present?\n\n@neuromancer_t","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987945214023999605","quoted_status_permalink":{"url":"https://t.co/VsksuDHlx6","expanded":"https://twitter.com/bitstarterai/status/1987945214023999605","display":"x.com/bitstarterai/s…"},"retweeted":false,"fact_check":null,"id":"1987946770958348336","view_count":855,"bookmark_count":0,"created_at":1762798419000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1987946770958348336","full_text":"Gong to attend this 🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":1829,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,196],"entities":{"hashtags":[],"symbols":[{"indices":[39,43],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1908181343290200064","name":"Bitcast | SN93","screen_name":"Bitcast_network","indices":[44,60]}]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1988347498755207513","view_count":1475,"bookmark_count":1,"created_at":1762893960000,"favorite_count":40,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"47991533","conversation_id_str":"1988347498755207513","full_text":"Looks like I'm going to be a Bittensor $TAO @Bitcast_network miner on X\n\nHave never mined anything before, and this process took be about 3 clicks. Very impressive UX flow team!\n\nbitcast-x1b03a9e1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530428929021988864","name":"Punisher ττ","screen_name":"CryptoZPunisher","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"CryptoZPunisher","lang":"en","retweeted":false,"fact_check":null,"id":"1988226313182740519","view_count":354,"bookmark_count":0,"created_at":1762865067000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1988216315983671663","full_text":"@CryptoZPunisher Incredible incentive mechanism to get that liq across guys","in_reply_to_user_id_str":"1530428929021988864","in_reply_to_status_id_str":"1988216315983671663","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":2184,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,122],"entities":{"hashtags":[],"symbols":[{"indices":[10,14],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988487154725503164","quoted_status_permalink":{"url":"https://t.co/F1ORu7hAym","expanded":"https://twitter.com/mogmachine/status/1988487154725503164","display":"x.com/mogmachine/sta…"},"retweeted":false,"fact_check":null,"id":"1988627967619088691","view_count":2184,"bookmark_count":0,"created_at":1762960829000,"favorite_count":33,"quote_count":0,"reply_count":4,"retweet_count":6,"user_id_str":"47991533","conversation_id_str":"1988627967619088691","full_text":"Bittensor $TAO Subnets now properly treating their emissions like cash flow is the level up that will become the standard.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":14006,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[{"indices":[70,74],"text":"TAO"},{"indices":[70,74],"text":"TAO"},{"indices":[2328,2332],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3,16]},{"id_str":"1804138165587836929","name":"Sportstensor","screen_name":"sportstensor","indices":[1378,1391]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1428,1440]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1500,1510]},{"id_str":"1848486622251388929","name":"Zeus | SN 18","screen_name":"zeussubnet","indices":[1545,1556]},{"id_str":"1977670237807161344","name":"Data Universe ・ SN13","screen_name":"Data_SN13","indices":[1600,1610]},{"id_str":"1816264150755979264","name":"Score","screen_name":"webuildscore","indices":[1689,1702]},{"id_str":"1909832593534836736","name":"TaoHash","screen_name":"taohash","indices":[1824,1832]},{"id_str":"1953100247984685058","name":"0x Markets","screen_name":"0x_Markets","indices":[1868,1879]},{"id_str":"1959958280362422272","name":"Resi Labs | Subnet 46","screen_name":"resilabsai","indices":[1907,1918]},{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1943,1953]},{"id_str":"1920922129656410113","name":"sundae_bar AI || SN121","screen_name":"sundaebar_ai","indices":[1989,2002]},{"id_str":"1858178809054326784","name":"Hippius","screen_name":"hippius_subnet","indices":[2026,2041]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[2079,2088]},{"id_str":"1839766480860393473","name":"VoidAI","screen_name":"v0idai","indices":[2127,2134]},{"id_str":"1970117748706410497","name":"Tenex - 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So here it is:\n\n✅Imagine pumpfun, but instead of 100000 💩 coins a day, there's currently only 128 to choose from.\n\n✅All of them are fair launched:\nNo scammy team supply, no scammy sniping - Anyone can buy the launch of a subnet with equal chance. \nIn fact lower wallet sizes have it better as the lower liquidity at the start means large wallets don't bother until later. The small guys get the lowest prices!\n\n✅You can't get rugged to zero!:\n-Yep that's right. Worst case scenario is that you bleed out on a badly performing subnet. If the subnet fails then it's repurposed into a new one. If that happens the TAO in the pool that's left is equally distributed to holders based on your % holding of the subnet token. In some cases if you buy at the tight time, you could actually make more TAO on a failed subnet.\n\n-Subnets are also sold a lot of the time if they're failing, so if you're holding a dud, and new team comes in if the slot is sold, you get another shot, at no extra risk. In fact these often pump on speculation that it's going to be a way better project.\n\n✅The APYs are incredible. \nNew subnets yield near 400% APY, and as they age and gain more holders that number slides down, currently to around 40% APY on the largest subnets.\n\n✅Subnets are cool AF:\nThere's sports prediction like @sportstensor \nThere's BTC market prediction like @SynthdataCo \nThere's software coding agents like what Cursor is - see @ridges_ai \nThere's weather prediction - see @zeussubnet \nThere's data scraping of EVERYTHING - see @Data_SN13 \nThere's prop trading operations - see @ptn\nThere's original AF concepts like @webuildscore that use camera data to provide insights to sports and any other industry that uses cameras\nThere's Bitcoin mining - see @taohash \nThere's perp DEX operations - see @0x_Markets \nThere's real estate - see @resilabsai \nThere's compute - see @chutes_ai \nThere's agent market places - see @sundaebar_ai \nThere's storage - see @hippius_subnet \nThere's code auditing agents - see @bitsecai \nThere's liquidity and bridging - see @v0idai \nThere's internal leverage exchanges - see @Tenex_SN67 \n\n✅What do they all have in common? They're all fighting to generate real world revenue, and where does it go? All back into the value of $TAO\n\n✅Buying subnets now is like buying in the first stages of the ICO craze on ETH. \n\nThere's also a metric tonne of outside big money investing in this eco:\n\n@BarrySilbert with @Grayscale and @YumaGroup \n@jaltucher with @xtaohq \n@markjeffrey with @stillcorecap \n@SiamKidd @MarkCreaser with @dsvfund \n@FrankSchuil with @SafelloAB \n@Old_Samster with @UnsupervisedCap \n\nYou're welcome.\n\nDr.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/exponentialree…","expanded_url":"https://x.com/exponentialreed/status/1989012097947062482","url":"https://t.co/RUbGc6yUvv","indices":[24,47]}],"user_mentions":[{"id_str":"1468130586975825925","name":"Hong ττ","screen_name":"flex4woo","indices":[0,9]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"flex4woo","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989012097947062482","quoted_status_permalink":{"url":"https://t.co/b0vCq2pYic","expanded":"https://twitter.com/exponentialreed/status/1989012097947062482","display":"x.com/exponentialree…"},"retweeted":false,"fact_check":null,"id":"1989028086709411976","view_count":233,"bookmark_count":0,"created_at":1763056224000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@flex4woo @notthreadguy https://t.co/RUbGc6yUvv","in_reply_to_user_id_str":"1468130586975825925","in_reply_to_status_id_str":"1989024187856589246","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[31,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1912160127580258304","name":"Roger🇵🇱 $TAO $EMP","screen_name":"Roger3543470062","indices":[0,16]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[17,30]}]},"favorited":false,"in_reply_to_screen_name":"Roger3543470062","lang":"en","retweeted":false,"fact_check":null,"id":"1989011675157062051","view_count":170,"bookmark_count":0,"created_at":1763052312000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Roger3543470062 @notthreadguy He's correct, some subnets are 100% APY","in_reply_to_user_id_str":"1912160127580258304","in_reply_to_status_id_str":"1989011448496812354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1531721620817059842","name":"Jejinho","screen_name":"jeremie_yung","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]}]},"favorited":false,"in_reply_to_screen_name":"jeremie_yung","lang":"en","retweeted":false,"fact_check":null,"id":"1989028053045977554","view_count":169,"bookmark_count":0,"created_at":1763056216000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@jeremie_yung @notthreadguy That's the next step up from the r3tard version","in_reply_to_user_id_str":"1531721620817059842","in_reply_to_status_id_str":"1989012763222462887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[53,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1294704591540494336","name":"Crypto YoYo (τ,α)","screen_name":"Cryptoyoyo64","indices":[0,13]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[14,27]},{"id_str":"8287602","name":"James Altucher","screen_name":"jaltucher","indices":[28,38]},{"id_str":"1408065757741682698","name":"TAO Synergies Inc.","screen_name":"TAOSynergies","indices":[39,52]}]},"favorited":false,"in_reply_to_screen_name":"Cryptoyoyo64","lang":"en","retweeted":false,"fact_check":null,"id":"1989107225173061813","view_count":145,"bookmark_count":0,"created_at":1763075092000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@Cryptoyoyo64 @notthreadguy @jaltucher @TAOSynergies Ffs. Apologies, James","in_reply_to_user_id_str":"1294704591540494336","in_reply_to_status_id_str":"1989099890639794419","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":1559,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[{"indices":[55,59],"text":"TAO"},{"indices":[55,59],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1854245626797498376","name":"Chutes","screen_name":"chutes_ai","indices":[1043,1053]},{"id_str":"1848432432921645056","name":"lium.io","screen_name":"lium_io","indices":[1054,1062]},{"id_str":"1902034123826266112","name":"Synthdata","screen_name":"SynthdataCo","indices":[1105,1117]},{"id_str":"1662165153855717376","name":"Ridges AI | SN62","screen_name":"ridges_ai","indices":[1152,1162]},{"id_str":"1790492981633359872","name":"Bitsec | Bittensor Subnet 60 τ","screen_name":"bitsecai","indices":[1163,1172]},{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[3948,3961]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989362480276013069","view_count":126,"bookmark_count":3,"created_at":1763135950000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"47991533","conversation_id_str":"1989362480276013069","full_text":"This is my second post in my r3tard guide to Bittensor $TAO series.\n\nIn this post I'm going to cover what a subnet is and a bit more about tokens and how they compare to other networks.\n\nSorry, it gets a little more complicated in language now, but this is level 2 after all. \n\nYou can read my first post (level 1) in the link under this post.\n\nThe structure of how a subnet is made is at it's core the same across every single subnet. \n\nThey have:\nA) The base subnet layer where tokens are distributed by the system\nB) The Incentive mechanism (IM) layer where the team have to decide what output they want miners to achieve and build an IM around it that is competed for by miners and scored for by validators\nC) Product layer - a monetisable product from the output needs to be made, or face reduction in funding.\n\nTeams that deliver value, or sell their vision well, will get funded, teams that don't... don't\n\nRegarding subnet outputs:\nThe output can be anything you could think of, ranging from ideas such as-\n1) The provision of compute @chutes_ai @lium_io \n2) Prediction of the future price of BTC @SynthdataCo \n3) The improvement of agent code @ridges_ai @bitsecai \n\nThe incentive mechanism has to be scored around a benchmark, which is what the validators judge them on.\n\nIn the cases of the above that might be:\n1) Was the compute provided\n2) Was the prediction correct\n3) Which miner did the best code improvement \n\nThis makes Bittensor a highly flexible incentive mechanism protocol that can capital fund any idea as long as it can either make money, or people might want to support a nice cause for a period.\n\n-----------------------\n\nTokens\n\nThe idea of buying subnet tokens is pretty simple. Buying a subnet token at it's core is just like buying any 💩 coin on Solana or Eth.\n\nThe tokens launched are still the same concept in terms of the fact that they are a project/company with their own team. Some teams are legendary, and some are 👺\n\nWhen you buy a token on Sol, you do so with Sol or USDC on chain. The token was minted depending on the teams preference, and they have choice over their tokenomics.... On Bittensor it's different as all the launches are the same, as are the tokenomics. \n\nOnce a token on Sol is live, it's symbiotic connection to the network it was launched on mostly ends there. There might be a market on chain, and it might find it's way to a CEX but it doesn't really drive any value back to SOL itself aside from being the unit of account in pools, and provide transaction volume on the network.\n\nOn Bittensor, capital funding is heavily tied to subnet performance, so teams have to drive value back to their token through fundraising (getting speculative buyers), or by gaining real world revenue. If they fail to do so funding dries up. \n\nHow their capital funding is provided is judging which subnets put most back into their pool, and guess where that comes from? Yes it's the amount of TAO itself driven back into the pools. You can think of this as a permanently ongoing Y combinator. The ultimate capital funding game.\n\nSo, every subnet is now battling to put TAO into their pools (by buying subnet tokens) in order to stay funded, thus aligning every team back to TAO. This is the fundamental difference. Bittensor projects are aligned to TAO. SOL (or other L1 projects) are not aligned to SOL\n\n------------------------\n\nWhy Bittensor will be valuable AF \n\nWhere other L1 protocols such as Sol or Eth operate on number of users on their network creating the value, on Bittensor each project (subnet) is in effect it's own network. Bittensor is a network of networks.\n\nWhere we can look at the likes of Bitcoin, Solana or even Facebook as being Metcalfe's law followers (and you have seen the growth of value in those networks), Bittensor, being a network of networks follows a different law... Reed's law, which should grow in value and size much faster than Metcalfe's law based networks.\n\nDr.\n\n@notthreadguy","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,25],"entities":{"hashtags":[],"symbols":[{"indices":[18,22],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"in","retweeted":false,"fact_check":null,"id":"1989412254757130424","view_count":1039,"bookmark_count":0,"created_at":1763147817000,"favorite_count":29,"quote_count":0,"reply_count":5,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989412254757130424","full_text":"Let's f£ck\n\nIYKYK $TAO\n\n🤣","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/ExponentialRee…","expanded_url":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","url":"https://t.co/lY9DvxGFGH","indices":[58,81]}],"user_mentions":[{"id_str":"1426732252768182281","name":"threadguy","screen_name":"notthreadguy","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ExponentialReed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1989362480276013069","quoted_status_permalink":{"url":"https://t.co/lY9DvxGFGH","expanded":"https://x.com/ExponentialReed/status/1989362480276013069?s=20","display":"x.com/ExponentialRee…"},"retweeted":false,"fact_check":null,"id":"1989368153139515490","view_count":394,"bookmark_count":0,"created_at":1763137303000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"47991533","conversation_id_str":"1989010753307750577","full_text":"@notthreadguy Post 2 for those interested to learn more.\n\nhttps://t.co/lY9DvxGFGH","in_reply_to_user_id_str":"47991533","in_reply_to_status_id_str":"1989010753307750577","is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":8245,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,21],"entities":{"hashtags":[],"symbols":[{"indices":[12,16],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989750228749021529","quoted_status_permalink":{"url":"https://t.co/5jZwWMtZVk","expanded":"https://twitter.com/skol_abides/status/1989750228749021529","display":"x.com/skol_abides/st…"},"retweeted":false,"fact_check":null,"id":"1989754308171112490","view_count":8084,"bookmark_count":3,"created_at":1763229369000,"favorite_count":66,"quote_count":0,"reply_count":3,"retweet_count":10,"user_id_str":"47991533","conversation_id_str":"1989754308171112490","full_text":"I like this $TAO take","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,189],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"545081356","name":"Richard Burgon MP","screen_name":"RichardBurgon","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"RichardBurgon","lang":"en","retweeted":false,"fact_check":null,"id":"1989565048058945611","view_count":161,"bookmark_count":0,"created_at":1763184246000,"favorite_count":6,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1989392875378151558","full_text":"@RichardBurgon Stupid. More success will just leave the county, leaving more tax raises for ordinary people.\n\nStudy incentive mechanisms.\n\nNone of you are fit to run a piss up in a brewery.","in_reply_to_user_id_str":"545081356","in_reply_to_status_id_str":"1989392875378151558","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":0,"startTime":1763251200000,"endTime":1763337600000,"tweets":[]},{"label":"2025-11-18","value":610,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,15],"entities":{"hashtags":[],"symbols":[{"indices":[11,15],"text":"TAO"}],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1990493014943469921","quoted_status_permalink":{"url":"https://t.co/7TdW073Zvl","expanded":"https://twitter.com/camolnft/status/1990493014943469921","display":"x.com/camolnft/statu…"},"retweeted":false,"fact_check":null,"id":"1990493213128339937","view_count":610,"bookmark_count":0,"created_at":1763405538000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"47991533","conversation_id_str":"1990493213128339937","full_text":"Believe in $TAO","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]}]},"interactions":{"users":[{"created_at":1350503803000,"uid":"887460314","id":"887460314","screen_name":"Rayyanualhassan","name":"Rayyanu alhassan","friends_count":7508,"followers_count":818,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1002222608597880832/kP5r_zOD_normal.jpg","description":"","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1242909306000,"uid":"41577241","id":"41577241","screen_name":"vaNtastiq420","name":"vaN ττ","friends_count":992,"followers_count":1839,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1963855764700983296/1nfRQYZx_normal.jpg","description":"Tracking decentralized intelligence.","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1234270309000,"uid":"20510925","id":"20510925","screen_name":"Robin_T100","name":"Robin τ","friends_count":6103,"followers_count":11563,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1712436128299556865/dFveOJo2_normal.jpg","description":"🚀 🚀 Comms and Developer Relations @gtaoventures\n\n👨👧👦 Father | 🚴 Cyclist | Building & Backing AI - \n\n$TAO | #bittensor","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1758547668000,"uid":"1970117748706410497","id":"1970117748706410497","screen_name":"Tenex_SN67","name":"Tenex - SN67","friends_count":68,"followers_count":531,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1970812164391739392/SUzRwkX7_normal.jpg","description":"𝗦𝘂𝗯𝗻𝗲𝘁 𝟲𝟳 𝗼𝗻 𝗕𝗶𝘁𝘁𝗲𝗻𝘀𝗼𝗿\nhttps://t.co/xrCNlrg9Bq\n\n𝑚𝑎𝑛𝑎𝑔𝑒𝑑 𝑏𝑦 @ScimpanzeS","entities":{"description":{"urls":[{"url":"https://t.co/xrCNlrg9Bq","expanded_url":"http://tenexium.io","display_url":"tenexium.io","indices":[24,47]}]}},"interactions":1,"following":true,"followed_by":false},{"created_at":1745237398000,"uid":"1914290379471663104","id":"1914290379471663104","screen_name":"QuoteJenks2","name":"ACE","friends_count":193,"followers_count":51,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1952247756246192128/SmwtjHWp_normal.jpg","description":"","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1744729534000,"uid":"1912160127580258304","id":"1912160127580258304","screen_name":"Roger3543470062","name":"Roger🇵🇱 $TAO $EMP","friends_count":51,"followers_count":51,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1913826981763817472/F4t7z9Ma_normal.jpg","description":"Diehard Vikings and Twins fan","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1744559732000,"uid":"1911448105964163072","id":"1911448105964163072","screen_name":"TaoOutsider","name":"Tao Ouτsider","friends_count":474,"followers_count":1293,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1969367235152986112/nxIlyRZB_normal.jpg","description":"Builder on digital growth, AI and strategic marketing. 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