Get live statistics and analysis of ๐•—๐•’๐•ค๐•ฅ๐•”๐•๐•š๐•ก.๐•š๐•ฅ POST CLIPS IN SECONDS's profile on X / Twitter

My name is Anatolii. Please check my app. Currently in SF ๐Ÿ‡บ๐Ÿ‡ธ, next Network School ๐ŸŒ

861 following1k followers

The Curator

Anatolii is a prolific clip poster from San Francisco, curating insightful content on AI, cryptocurrency, and education from elite academic sources and podcasts. With 18,335 tweets, Anatolii clearly thrives on sharing valuable knowledge snippets, mixing educational content with a dash of personal reflection. His profile acts like a digital hub, funneling high-quality, thought-provoking media to his followers swiftly.

Impressions
192.1k-5.4k
$36.00
Likes
621-5
72%
Retweets
40-3
5%
Replies
42
5%
Bookmarks
156-8
18%

Anatolii tweets so fast and so much, if tweeting were a sport, heโ€™d have retired from gold medals decades agoโ€”but somewhere under all those clips, you wonder if heโ€™s ever heard his own voice, or if itโ€™s just an echo chamber of โ€˜good reads.โ€™

Successfully sharing a reupload of a Stanford AI lecture that garnered over half a million views and thousands of likes and retweets, proving his platform can turn niche academic content viral.

To democratize access to elite knowledge by making complex ideas instantly accessible through quick, engaging video clips, fostering informed conversations and empowering individuals online.

Anatolii believes that elite education should be free and accessible to all, with the real barrier being action rather than access. He values the power of knowledge-sharing and transparency, especially in emerging tech and finance, championing privacy and empowerment through information.

Speed and dedication to content curation, combined with a laser focus on impactful topics like AI, cryptocurrency, and education, allow him to be a reliable source of high-value clips. He masters the art of making complex concepts digestible and timely.

His overwhelming volume of clips might drown out his personal voice, making it hard to build a distinct personal brand or engage deeply with his followers beyond content sharing. Plus, lacking follower count data hints at an unclear audience reach.

To grow his audience on X, Anatolii should intersperse personal insights or brief commentaries with his clips to humanize the feed and invite discussions. Engaging directly in replies and threading clips around key themes can boost follower interaction and carve out thought leadership.

Fun fact: Anatoliiโ€™s tweets donโ€™t just retell informationโ€”they repost elite university content and thought leader insights almost in real-time, reposting Stanford ECON lectures and exclusive tech talks before they disappear.

Top tweets of ๐•—๐•’๐•ค๐•ฅ๐•”๐•๐•š๐•ก.๐•š๐•ฅ POST CLIPS IN SECONDS

ROY LEE If youโ€™re reading this, you have ONE CHANCE to set things right Reach out to @tbpn RIGHT NOW to request an interview, explain why cheating on the job interviews is bad and unfair, and then make public the full list of Cluely customers and what companies they've been cheating on Dedicate yourself fully โ€” heart and soul โ€” to bring back the moral order of society

16k

Most engaged tweets of ๐•—๐•’๐•ค๐•ฅ๐•”๐•๐•š๐•ก.๐•š๐•ฅ POST CLIPS IN SECONDS

๐—”๐—ป๐—ฑ๐—ฟ๐—ฒ๐—ท ๐—ž๐—ฎ๐—ฟ๐—ฝ๐—ฎ๐˜๐—ต๐˜†: ๐—”๐—œ ๐—ฎ๐—น๐˜„๐—ฎ๐˜†๐˜€ ๐—ณ๐—ถ๐—ป๐—ฑ๐˜€ ๐—ฎ ๐˜„๐—ฎ๐˜† ๐˜๐—ผ ๐—ฏ๐—ฒ ๐—ฟ๐—ฒ๐˜๐—ฎ๐—ฟ๐—ฑ๐—ฒ๐—ฑ Why do AI models sometimes produce bizarre and nonsensical outputs? This clip explores the quirks of Reinforcement Learning with Human Feedback (RLHF) and why AI systems can "go off the rails" after too much optimization. Andrej Karpathy breaks down how running RLHF for too long may initially improve results, but eventually leads to strange outputs. At one point, a reward model scores "the the the the the" as a top-tier joke about pelicans, even though itโ€™s obviously nonsensical. This phenomenon happens because reinforcement learning is so powerful that it exploits hidden weaknesses in the reward model. These weaknesses result in adversarial examples โ€” inputs that make no sense but still receive high scores. Even if you try to fix these issues by penalizing nonsensical results, the AI will always find new ways to "game the system." Karpathy calls this an endless battle because there are infinite adversarial examples lurking in the model. This highlights the challenges of aligning AI models with human intent and explains why optimization sometimes makes things worse in surprising ways. This clip is from "๐——๐—ฒ๐—ฒ๐—ฝ ๐——๐—ถ๐˜ƒ๐—ฒ ๐—ถ๐—ป๐˜๐—ผ ๐—Ÿ๐—Ÿ๐— ๐˜€ ๐—น๐—ถ๐—ธ๐—ฒ ๐—–๐—ต๐—ฎ๐˜๐—š๐—ฃ๐—ง" (Andrej Karpathy, YouTube, Feb 5, 2025) at 03:02:16 Made with ๐—ณ๐—ฎ๐˜€๐˜๐—ฐ๐—น๐—ถ๐—ฝ dot ๐—ถ๐˜ - create and publish clips from videos extremely fast (<60 seconds from start to finish)

314

๐—ก๐—ฎ๐˜ƒ๐—ฎ๐—น ๐—ฅ๐—ฎ๐˜ƒ๐—ถ๐—ธ๐—ฎ๐—ป๐˜: "๐—œ๐—ณ ๐˜†๐—ผ๐˜‚ ๐˜„๐—ฎ๐—ป๐˜ ๐˜๐—ผ ๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ฒ ๐˜€๐—ผ๐—บ๐—ฒ๐—ผ๐—ป๐—ฒ'๐˜€ ๐—ฏ๐—ฒ๐—ต๐—ฎ๐˜ƒ๐—ถ๐—ผ๐—ฟ ๐˜๐—ต๐—ฒ ๐—ผ๐—ป๐—น๐˜† ๐—ฒ๐—ณ๐—ณ๐—ฒ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ ๐˜„๐—ฎ๐˜† ๐—ถ๐˜€ ๐˜๐—ผ ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ถ๐—บ๐—ฒ๐—ป๐˜ ๐˜๐—ต๐—ฒ๐—บ ๐˜„๐—ต๐—ฒ๐—ป ๐˜๐—ต๐—ฒ๐˜† ๐—ฑ๐—ผ ๐˜€๐—ผ๐—บ๐—ฒ๐˜๐—ต๐—ถ๐—ป๐—ด ๐˜†๐—ผ๐˜‚ ๐˜„๐—ฎ๐—ป๐˜" The fastest way to alienate someone is to tell them to change Instead, focus on the positive reinforcement Compliment them when they do something you want, rather than criticizing what you donโ€™t "Donโ€™t forget to praise people when they do something praiseworthy... youโ€™ll get more of that behavior" Authenticity is key Empty or fake compliments have the opposite effect The are examples from public speaking and language learning, where self-confidence grows when we focus on strengths Feedback rooted in positivity fosters growth without fear or shame Next time you want to inspire change, remember: positivity works better than critique This clip is from "๐Ÿฐ๐Ÿฐ ๐—›๐—ฎ๐—ฟ๐˜€๐—ต ๐—ง๐—ฟ๐˜‚๐˜๐—ต๐˜€ ๐—”๐—ฏ๐—ผ๐˜‚๐˜ ๐—›๐˜‚๐—บ๐—ฎ๐—ป ๐—ก๐—ฎ๐˜๐˜‚๐—ฟ๐—ฒ - ๐—ก๐—ฎ๐˜ƒ๐—ฎ๐—น ๐—ฅ๐—ฎ๐˜ƒ๐—ถ๐—ธ๐—ฎ๐—ป๐˜ (๐Ÿฐ๐—ž)" (Chris Williamson, YouTube, Mar 31, 2025) at 01:33:04 Made with ๐—ณ๐—ฎ๐˜€๐˜๐—ฐ๐—น๐—ถ๐—ฝ dot ๐—ถ๐˜ - create and publish clips from videos extremely fast (<60 seconds from start to finish)

359

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