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A NOBEL WINNING PHYSICIST ARGUED THAT NO AI, NO MATTER HOW POWERFUL, WILL EVER TRULY UNDERSTAND A SINGLE THING IT SAYS. HIS REASON IS NOT COMPUTE OR DATA -- IT IS A MATH THEOREM FROM THE 1930s THAT SAYS SOME TRUTHS CAN BE SEEN BUT NEVER COMPUTED 81 minutes with Roger Penrose -- the Oxford physicist who won a Nobel for his work on black holes and general relativity. -> His claim: whatever consciousness is, it is not a computation. A machine following rules can imitate understanding, but never actually have it. He builds it on Gödel: a human can just "see" that certain statements are true, even though no algorithm can ever prove them. That seeing, he argues, is non-computational. If he is right, understanding is not something you scale into. You can stack a trillion parameters and still have zero awareness underneath. Which cuts straight through the AI moment. Everyone assumes bigger models will eventually "wake up". Penrose says that is a category error -- more computation is still just computation. You thought intelligence and understanding were the same thing. This is the conversation that pulls them apart. Save this. It is the sharpest case against the hype ↓
A DEVELOPER STOOD UP AT A CONFERENCE AND APOLOGIZED TO THE ENTIRE INDUSTRY FOR ONE LINE OF CODE HE WROTE IN 1965. THAT SINGLE DECISION HAS SINCE CAUSED CRASHES, BREACHES AND ROUGHLY A BILLION DOLLARS OF DAMAGE AND YOU HIT IT EVERY SINGLE DAY 61 minutes from Tony Hoare -- the man
AI works exactly like every other tool in your business. Most people treat it like magic. So many organizations approach AI like it's something necessary, something almost magical — a pill that makes everything work, skyrockets every process, transforms the business overnight. That approach is exactly where the real problems start. Successful entrepreneurs never built a business around a tool. They built the business. Then used tools to run it better. The work actually begins when you stop treating AI like magic and start treating it like a tool — something that helps you reach a goal, get something done. So instead of asking "where can we implement AI" — ask what's actually slowing you down. What process is wasting time. What's taking longer than it should. What problem, if solved, would actually move the business forward. That's the right question. "Where can we implement AI" is the wrong one. It flips the whole thing backwards — you start looking for places to use the tool instead of looking for problems worth solving. And that almost never delivers real value. Somehow, with AI, people keep doing it the other way around. Have you ever implemented AI just because everyone else was doing it — not because you actually needed it?
"One boy does one boy’s worth of work. Two boys do half a boy’s worth of work. Three boys do no work at all." One kid focuses. Two start fooling around. Three? The whole day is spent distracting each other.
41 years ago, Carl Sagan gave a clear and elegant explanation of the science behind global warming.
They say animals are wild... but sometimes they show more kindness than humans. 🥹
Amazing Physics
"All of us are selective sinners. We choose the sins we are comfortable with and judge others that commit ones we are not comfortable with." — Shams Tabrizi
Benoit Mandelbrot, the father of fractal geometry: a 10-sigma market crash has odds of roughly 1 in Avogadro's number. by the Gaussian math taught in every business school, it simply can't happen. "It should never happen. It happens every day, somewhere, to somebody." October '87? a 23-sigma day. and 10-sigma moves, he says, are "all over the place." his verdict on the Gaussian risk model taught in every business school: "sheer idiocy." ~70-min lecture, free. the mathematician Taleb calls his master, on why markets break the math ↓
Taleb: "standard deviation is not how much something moves on average." ask anyone - even statisticians, even government agencies - and that's exactly the wrong definition you'll get back. what they're describing is mean absolute deviation. real standard deviation squares the
How flexible are you on a scale of 1-10? #InternationalYogaDay
While millions knew Carl Sagan from television, his students at Cornell University experienced his philosophy firsthand. He famously taught an undergraduate introductory seminar where the entire grade depended on challenging assumptions. The unwritten rule was simple: students could earn an “A” for completely disagreeing with Sagan on a scientific or philosophical point, provided they used strict empirical logic to support their claim. The lesson was intellectual humility. Sagan would deliberately present a convincing but flawed scientific argument, wait to see who blindly accepted it because of his authority, and then dismantle it to show how easily the human mind can be swayed by a famous title or confident delivery.
Friedrich Hayek: “In order to make people equal, you have to treat them differently. If you treat people alike, the result is necessarily inequality.”
Math Academy @_MathAcademy_
42K Followers 122 Following Master math 4x more efficiently than a traditional classroom. Individualized, adaptive, AI-powered and fully automated. Accredited courses 4th grade-University.
Justin Skycak @justinskycak
46K Followers 205 Following Chief Quant @_MathAcademy_ Carrying the floats & log(arithm)s About → https://t.co/Tw3BmW2OFL Long-form → https://t.co/L9vM74hCz1 Books (free PDFs) → https://t.co/KY50Wxx5mF
Kai-Fu Lee @kaifulee
1.3M Followers 692 Following #AI Expert, CEO of @01ai_yi and Chairman of 创新工场 @sinovationvc, former President of Google China, Author of AI 2041 and NYT Bestseller AI Superpowers
Sairam Sundaresan @DSaience
3K Followers 437 Following AI Engineering Leader | Author | Educator | I write & illustrate @gradi3nt_ascent to teach engineers, managers, and PMs AI Views are solely my own
Aleksa Gordić (水�... @gordic_aleksa
30K Followers 227 Following pretraining LLMs getting us to singularity with friends | angel computers can be understood: https://t.co/doHE1Qv2Sj x @GoogleDeepMind @Microsoft
AI Builder Club @aibuilderclub_
5K Followers 101 Following Learn AI coding, AI Agents, LLM apps beyond basics. Build & Connect with Top 1% AI Builders
Jason Zhou @jasonzhou1993
32K Followers 783 Following Building @crewlet_ & @SuperDesignDev | Learn to build with AI at @aibuilderclub_
Mistral AI @MistralAI
199K Followers 2 Following Frontier AI in your hands. Get work done with @MistralVibe at https://t.co/JsGnCVMUFq.
AI Coffee Break with ... @AICoffeeBreak
7K Followers 399 Following 📺 ML Youtuber https://t.co/ZDot8670KO | 🧠 AI Researcher | 👩🎓 PhD | Impressum: https://t.co/sKu3Rh0sQ4
Mira Murati @miramurati
742K Followers 621 Following Now building @thinkymachines. Previously CTO @OpenAI
Ricardo @Ric_RTP
45K Followers 131 Following Private content partner to finance & tech founders | $50M+ in value generated for 35+ clients | I like to share my honest thoughts, don't take it personally
History Calendar @HistoryCalendar
67K Followers 150 Following Follow for your daily dose of historical trivia 🧐 For history enthusiasts 🏰 Articles, photos, factoids and more🏛️
总裁简报 CEO Brie... @CEOBriefing
178K Followers 306 Following 总裁简报:企业家和投资者的决策指南。 CEO Briefing: Decision Guide for Entrepreneurs and Investors.
Cheatography @Cheatography
4K Followers 2K Following I'm a cheat sheet generator and resource. You can use me to find quick references for work, home or hobbies, or you can use me to make your own cheat sheets!
Sourabh Bakshi @SourabhBakshi_
110K Followers 1K Following 90s Kid | Digital Marketing | | Never Say Die Attitude // Finance // Social Worker//CA//Ai Tech Techie | AI Explorer// Automobile influencers
Homēros @HomerosHayyam41
43K Followers 960 Following There's always a grain of truth behind fairy tales. Fairy tales are written so that children can sleep and adults can wake.
0xDipper @Dipper_pol
6K Followers 192 Following Researcher AI x finance. builders and legends, in their own words @zscdao
MancerAI @MancerAI_
1K Followers 1K Following e/acc AI dev | Physics → ML | Apparently AI researcher nowadays. shitposts, cognition and consciousness | Building odd futures
DavidLinthicum @DavidLinthicum
38K Followers 3K Following Cloud Computing visionary. CTO, CEO, blogger, speaker, best selling author. RT≠endorsements, all opinions are my own.
Veloria 🌊 @veloriahq
39K Followers 606 Following thoughts, silence & everything in between. @velvetversesss
Tim Healthy lifestyle... @clint_timmy
73K Followers 2K Following Empower Your Wellbeing | Discover DIY wellness secrets, nutritious recipes, and fitness tips to help you thrive and live your healthiest & balanced life.
Ihtesham Ali @ihtesham2005
45K Followers 423 Following Write on technology and business with @theprohumanai. Helping you understand AI.
IMPERATOR @IMPERATORAUS
102K Followers 463 Following Roman Catholic • Thomistic Theologian • Biblical Scholar • Classical Historian • Stoic Philosopher
Dcn. Garlick, Chancel... @HarrisonGarlic1
19K Followers 814 Following Deacon, husband, father, and Chancellor & General Counsel. Tutor in the Great Books. Host of Ascend: The Great Books Podcast @TheGreatB00ks.
Classic Learning Test @CLT_Exam
55K Followers 1K Following CLT offers meaningful 3rd-12th grade assessments. With your help, we are reclaiming the standard for education.
AI Ecosystem @aiecosystemhq
58 Followers 99 Following AI Ecosystem is your weekly guide to the rapidly evolving world of artificial intelligence — discover new tools, learn practical AI skills, and grow alongside.
Mayank Vora @aiwithmayank
11K Followers 190 Following AI doesn’t have to be complicated - I’m here to show you how to actually use it and break down the latest trends in AI and Tech.
Unfiltered @quotesdaily100
28K Followers 924 Following Words that motivate, heal, and guide you forward.
Giga Based Dad @GigaBasedDad
417K Followers 176 Following Unapologetically Christian ✝️ - Husband and Father. Rancher. Homesteader. Raising Cows, Horses, Chickens, and Children.
Give A Shit About Nat... @giveashitnature
162K Followers 196 Following I post practical ways to help wildlife & nature. Join the free newsletter, link in bio Say hi: [email protected]
Extreme footage @Xtremefootage
205K Followers 11 Following Posting positive extreme,news, warm and memes…. Dm for Promo & Collab.
The Trend Sage @JonkooTrades
7K Followers 126 Following AI Engineer for Big Tech (Dutchie) Diving into the AI supply chain and undervalued picks! For inquiries: [email protected] https://t.co/JX1zNycQxf
OddStats @OddStats
87K Followers 124 Following Retired finance professional. I can't see the future and neither can you; anyone who says different has something to sell. NOTHING I SAY IS INVESTMENT ADVICE.
book or technique @liu360567
3K Followers 3K Following I believe that in the AI era, true productivity can only be generated by combining both theoretical knowledge and practical https://t.co/ZFI9ZAXQoh URL:https://t.co/KpSugpFljC
Hedgeye @Hedgeye
352K Followers 1K Following We are an independent investing research and financial media company. Not Investment Advice. Access our research at https://t.co/7g2FfaekGA.
Upamanyu Acharya @upamanyuacharya
3K Followers 187 Following I write about India, AI, tech, and markets | scaling the e-commerce P&L for the world's largest advertiser | ex Google | @IIMAhmedabad MBA | Views are my own
Oded Rechavi @OdedRechavi
146K Followers 1K Following Transgenerational inheritance, q.e.d: @qedscience https://t.co/tKNk6qiSlZ TED: https://t.co/rcOm9TSTf5 Huberman Lab Podcast: https://t.co/xZTNlx9nbi
Cointelegraph @Cointelegraph
2.9M Followers 2K Following Trusted crypto media since 2013 · News, research, podcasts & more · Explore: https://t.co/6IsiPge7RR
Interstellar @InterstellarUAP
135K Followers 979 Following Disclosure of the UFO / UAP Phenomena. Discovering the true nature of reality 👽 🛸 Follow for the latest UFO news
JP Insights @Aktiehedonist
23K Followers 218 Following I write about the boring stuff behind AI. Power, cooling, optics, networking, semis and data centers. NFA
Today in History @TodayinHistory
461K Followers 4K Following Sharing events that happened today in the past 🏛️ Join me in keeping history alive for everyone on X!
Regarding Semi @regardingsemi
40K Followers 566 Following Market intelligence on the companies behind chips. Weekly Semi Engine • Every Monday, 7AM ET















