Get live statistics and analysis of Laurence Bremner's profile on X / Twitter
Generative NLP & LLM builder • Mapping patterns in applied AI • Exploring deep-learning model dynamics
2kfollowing1kfollowers
The Analyst
Laurence Bremner is a deep thinker and relentless explorer of applied AI, specializing in generative NLP and large language models. Always mapping out emerging patterns and intricate model dynamics, Laurence brings clarity to the complex world of deep learning. His tweets spark thoughtful discussions on AI innovations and useful tools, reflecting a mind tuned for insight and precision.
Laurence’s brain is so deep in the weeds of NLP models that if you asked him to explain a joke, he’d probably analyze the syntax, semantics, and cultural variables before you even get to the punchline.
To demystify complex AI concepts and uncover the underlying patterns that drive generative models, ultimately enabling broader understanding and smarter application of AI technologies.
Laurence values rigorous analysis, transparency, and continual learning in AI development. He believes that understanding the 'why' and 'how' behind models leads to better innovation and more ethical AI use.
Exceptional ability to dissect and communicate complex AI model behaviors clearly; strong commitment to continuous exploration of cutting-edge NLP advancements.
Sometimes too focused on details and technicalities, which might limit broader audience engagement or slow down adopting more accessible communication styles.
Laurence should leverage more storytelling and relatable analogies in his tweets to break down complex AI concepts for a wider audience. Hosting AMAs or interactive threads on AI breakthroughs could turn his analytical prowess into a community magnet on X.
Inspired by @BenjaminKlieger but this time using Shannon entropy to calculate an upper bound on the thinking time, powered by llama3.1 70B using @CerebrasSystems (thanks for the API key!). Doesn't take into account the semantic complexity of the task but just for fun
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Nothing was salvageable?","in_reply_to_user_id_str":"1268982340090355712","in_reply_to_status_id_str":"1990841052559815137","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]},{"label":"2025-11-21","value":0,"startTime":1763596800000,"endTime":1763683200000,"tweets":[]}]},"interactions":{"users":[{"created_at":1189162590000,"uid":"8721292","id":"8721292","screen_name":"mark_k","name":"Mark Kretschmann","friends_count":541,"followers_count":22279,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1923114794804039680/HMfSchLD_normal.jpg","description":"AI & Software Engineer | Fitness | e/acc","entities":{"description":{"urls":[]}},"interactions":1}],"period":14,"start":1762396084526,"end":1763605684526},"interactions_updated":1763605684666,"created":1763605684313,"updated":1763605684666,"type":"the analyst","hits":1},"people":[{"user":{"id":"69112427","name":"Arthur Dias 🥊🇧🇷🚀","description":"👨💻 Senior Full Stack Software Engineer\n⚛️ React, 📱 React Native , ❇️ Node, 🟦 TypeScript\nI talk about Soft. 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cord","in_reply_to_user_id_str":"1867369727833591808","in_reply_to_status_id_str":"1981078142522429928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,32],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1981495903069651412","view_count":796,"bookmark_count":0,"created_at":1761260412000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"2687799254","conversation_id_str":"1981475917718516105","full_text":"@steipete Yes, codex is awesome.","in_reply_to_user_id_str":"25401953","in_reply_to_status_id_str":"1981475917718516105","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,32],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1923131366293766144","name":"kamila","screen_name":"kanomalie","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"kanomalie","lang":"en","retweeted":false,"fact_check":null,"id":"1981389836830298148","view_count":386,"bookmark_count":0,"created_at":1761235124000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"2687799254","conversation_id_str":"1981166711052390730","full_text":"@kanomalie Codex or Claude Code?","in_reply_to_user_id_str":"1923131366293766144","in_reply_to_status_id_str":"1981166711052390730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981470190001938808","view_count":310,"bookmark_count":0,"created_at":1761254281000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"2687799254","conversation_id_str":"1981450807938596955","full_text":"@AravSrinivas Perplexity maps?","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981450807938596955","is_quote_status":0,"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":1,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[7,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"21714538","name":"Ben Lang","screen_name":"benln","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"benln","lang":"en","retweeted":false,"fact_check":null,"id":"1982512510914973836","view_count":524,"bookmark_count":0,"created_at":1761502790000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"2687799254","conversation_id_str":"1982482245677171050","full_text":"@benln Why should folks that use codex switch over?","in_reply_to_user_id_str":"21714538","in_reply_to_status_id_str":"1982482245677171050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1919053538719932416","name":"Kr$na","screen_name":"krishdotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"krishdotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1982571193946505565","view_count":18,"bookmark_count":0,"created_at":1761516781000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"2687799254","conversation_id_str":"1982136587929506106","full_text":"@krishdotdev Physics and reality mainly. The laptop looks like it's levitating","in_reply_to_user_id_str":"1919053538719932416","in_reply_to_status_id_str":"1982136587929506106","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":0,"startTime":1761523200000,"endTime":1761609600000,"tweets":[]},{"label":"2025-10-29","value":5,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[14,104],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1648699406760255488","name":"David Ondrej","screen_name":"DavidOndrej1","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DavidOndrej1","lang":"en","retweeted":false,"fact_check":null,"id":"1982990176432398702","view_count":1168,"bookmark_count":0,"created_at":1761616674000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"2687799254","conversation_id_str":"1982839339840426046","full_text":"@DavidOndrej1 I think the output quality is unmatched if only a very small amount of context is provided","in_reply_to_user_id_str":"1648699406760255488","in_reply_to_status_id_str":"1982839339840426046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,161],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508899135717613578","name":"Bernt Bornich","screen_name":"BerntBornich","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BerntBornich","lang":"en","retweeted":false,"fact_check":null,"id":"1983237390874398915","view_count":6815,"bookmark_count":0,"created_at":1761675615000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"2687799254","conversation_id_str":"1983235110729330705","full_text":"@BerntBornich Ok, this explains the reply to my post! Super awesome it is actually available for purchase. Is the monthly plan a lease or repayment of the total?","in_reply_to_user_id_str":"1508899135717613578","in_reply_to_status_id_str":"1983235110729330705","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3092541736","name":"Morning Brew ☕️","screen_name":"MorningBrew","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MorningBrew","lang":"en","retweeted":false,"fact_check":null,"id":"1983277381990396072","view_count":4369,"bookmark_count":0,"created_at":1761685150000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"2687799254","conversation_id_str":"1983262108281118955","full_text":"@MorningBrew Did I read that correctly? $500 billion in expected revenue???","in_reply_to_user_id_str":"3092541736","in_reply_to_status_id_str":"1983262108281118955","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3167734591","name":"Visual Studio Code","screen_name":"code","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"code","lang":"en","retweeted":false,"fact_check":null,"id":"1983237533212315673","view_count":7512,"bookmark_count":2,"created_at":1761675649000,"favorite_count":15,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"2687799254","conversation_id_str":"1983214972214632897","full_text":"@code Using Codex in Web still feels like it has more reasoning power than in CLI, or within VSCode but don't know if it's running a fundamentally different model?","in_reply_to_user_id_str":"3167734591","in_reply_to_status_id_str":"1983214972214632897","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"783098774130401280","name":"Jack Morris","screen_name":"jxmnop","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"jxmnop","lang":"en","retweeted":false,"fact_check":null,"id":"1983303239580688707","view_count":2477,"bookmark_count":0,"created_at":1761691314000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"2687799254","conversation_id_str":"1983256574224380242","full_text":"@jxmnop Is that also before you see the next 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SuperX
