hash aggregate @_ashkat_
Hello, I am Aggregate. I like to flag spam, hopefully helps the Algorithm. Junk is junk and math is Math. There is no quick way to success and knowledge. pastebin.com Interweb Joined November 2015-
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The problem with LLMs is that word knowledge is not world knowledge.
2-line proof that LLMs can’t achieve superintelligence: 1. LLMs don’t learn out of distribution. 2. Superintelligence is out of distribution.
That’s very typical of that gang. I would be surprised if anything sensible came out of those stooges.
Bro tawks whatever is popular. He might cure yapping if it ever starts to decel.
Nothing amuses me more than seeing such kind of convo. Can’t even say skill issue because that would do auuuge disrespect to “skill issue statement”. Lols for life
Nothing amuses me more than seeing such kind of convo. Can’t even say skill issue because that would do auuuge disrespect to “skill issue statement”. Lols for life
i'm comically impressed that people are coping on deepseek by spewing bizarre conspiracy theories -- despite deepseek open-sourcing and writing some of the most detail oriented papers ever. read. replicate. compete. don't be salty, just makes you look incompetent.
If work you're proud of has been rejected from an important conference, just remember that it's a momentary blip and that the true judgement of impact will be whether others benefit from and build on your work. (In addition to @chelseabfinn's example below, I've had similar…
If work you're proud of has been rejected from an important conference, just remember that it's a momentary blip and that the true judgement of impact will be whether others benefit from and build on your work. (In addition to @chelseabfinn's example below, I've had similar…
Hustlers and hobbyists reporters are having a field day. Again, the argmax wins. Until the Machina rises
Cells are molecular intelligence.
@elonmusk If you would like people to have more children, you can use your money to reduce child deaths. This year 5.9 million children died. 16,000 every day. We know how to save the lives of many of them. What we are lacking is money: ourworldindata.org/cost-effective…
My favorite thing about AI going mainstream is that it sneakily serves as a litmus test for supposed wisdom. Take your favorite philosopher, business expert, sociologist etc who has turned into a “guru” and Google what they say about AI. If you are hands on with AI, you’ll…
Me: coding all the time is dumb, real breakthrough needs deep thinking and abstraction Also me: we have no clue what's going on, anything fancy we come up with by thinking ends up destroyed by more compute. Coding small changes and testing experimentally is the only way
9 years ago I was interning under Ilya at Google Brain. First thing he told me is Solomonoff Induction and AIXI, i.e. why prediction leads to understanding. GPT came from sentiment neurons. The level of clarity he and Geoff had was always inspiring.
9 years ago I was interning under Ilya at Google Brain. First thing he told me is Solomonoff Induction and AIXI, i.e. why prediction leads to understanding. GPT came from sentiment neurons. The level of clarity he and Geoff had was always inspiring.
An LLM is the ultimate spaghetti code.
Beers opened, twitter open, will do my best to engage with folks showing up in my feed
You don't have to be special to be successful. Ordinary people can do extraordinary things by choosing to be what most people are unwilling to be: consistent, hardworking, patient, and determined. Simple, but not easy.

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Joey Daniel @JoeyDaniel5586
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Make money easily @0dJC17TiMAhm45
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Robert Scoble @Scobleizer
539K Followers 17K Following The best from AI community | Ex-Microsoft, Rackspace, Fast Company | Wrote eight books about the future | Silicon Valley robots, holodecks, BCIs, and startups.
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Sebastian @msmetti332
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7K Followers 4K Following Friendly & fun AI highlights in the streets, freak in the tweets. Ever-posting AI/ML awesomeness for everyone. https://t.co/UauHx2cHrq https://t.co/TOvgA9klM1
Construct @construct_edu
1K Followers 793 Following ONLINE PROGRAMS ENABLED We help organizations with learners, like schools and employers, create beautiful, cutting edge digital learning experiences.
trackml @trackmllhc
658 Followers 791 Following Official account of the #TrackML particle tracking challenge. First phase completed on #Kaggle. Second phase just completed on #Codalab. #hepml
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tom reilly @tomdireill
971 Followers 4K Following Forecasting, Time series analysis, outliers, ARIMA, Transfer Function modeling, level shifts, lead, lags, Box-Jenkins
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Stratagem Global Rec @StratagemRec
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Joseph Suarez 🐡 @jsuarez5341
17K Followers 104 Following I build sane open-source RL tools. MIT PhD, creator of Neural MMO and founder of PufferAI. https://t.co/z468O4HDxF
Chris Boesch ⚡ @chrboesch
238 Followers 103 Following Maintainer of Ziglings - Learn the ⚡Zig programming language by fixing tiny broken programs. https://t.co/d2KgtzMbMT
Overfit Quantitative ... @OverfitQuantit1
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DeepSeek @deepseek_ai
973K Followers 0 Following Unravel the mystery of AGI with curiosity. Answer the essential question with long-termism.
EXO Labs @exolabs
36K Followers 2 Following AI on any device. 12 Days of EXO: https://t.co/VMrJ6Vi4h3 We're hiring: https://t.co/BzEO8ZCvBV
World Labs @theworldlabs
25K Followers 33 Following World Labs is a spatial intelligence company building Large World Models to perceive, generate, and interact with the 3D world.
Kevin Patrick Murphy @sirbayes
61K Followers 529 Following Research Scientist at Google DeepMind. Interested in Bayesian Machine Learning.
Joscha Bach @Plinz
154K Followers 787 Following FOLLOWS YOU. Artificial Intelligence, Cognitive Architectures, Computation. The goal is integrity, not conformity. https://t.co/rFUNzdYXuK
Luma AI @LumaLabsAI
182K Followers 63 Following Building new freedoms of imagination for the world through pioneering research and design. Try Dream Machine for free → https://t.co/LmWmA4H803
kyutai @kyutai_labs
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Mehul @mehul
5K Followers 1K Following Co-founder @MaticRobots, reimagining home robots with Vision-only Spatial AI. Prev: Co-founded @Flutterapp acquired by Google, Ex-PM Lead Nest Cams, Google
James Powell @dontusethiscode
13K Followers 1K Following Scientific computing, data science, quant finance, Python. Board Chair @NumFOCUS. Known for: @PyData @NYCPython. Consulting & training @dutc_training
Zed @zeddotdev
56K Followers 46 Following A next-generation code editor that enables high-performance collaboration with AI and your team. https://t.co/4Ua0UqLrsv
Cathy Wu (Hiring PhD/... @wucathy
2K Followers 876 Following Faculty at @MIT. Learning for control and optimization. Reinforcement Learning. Multi-agent systems. Autonomy. Mobility.
LlamaIndex 🦙 @llama_index
101K Followers 28 Following Build AI agents over your documents Github: https://t.co/HC19j7vMwc Docs: https://t.co/QInqg2zksh LlamaCloud: https://t.co/yQGTiRSNvj
Jerry Liu @jerryjliu0
65K Followers 1K Following co-founder/CEO @llama_index Careers: https://t.co/EUnMNmbCtx Enterprise: https://t.co/Ht5jwxSrQB
Susan Zhang @suchenzang
33K Followers 641 Following @ Google Deepmind. Past: @MetaAI, @OpenAI, @unitygames, @losalamosnatlab, @Princeton etc. Always hungry for intelligence.
shadcn @shadcn
182K Followers 347 Following I own a computer / I built https://t.co/HJcOr0AmKT & https://t.co/5FRvxujR8x / Currently @vercel.
Robert Scoble @Scobleizer
539K Followers 17K Following The best from AI community | Ex-Microsoft, Rackspace, Fast Company | Wrote eight books about the future | Silicon Valley robots, holodecks, BCIs, and startups.
hazyresearch @HazyResearch
9K Followers 1K Following A research group in @StanfordAILab working on the foundations of machine learning & systems. https://t.co/JHK58TDorG Ostensibly supervised by Chris Ré
Nicolas Patry @narsilou
2K Followers 182 Following ML Engineer @huggingface. Anything ML inference related. Maintaining `pipeline` in `transformers`. Loving Rust.
AssemblyAI @AssemblyAI
45K Followers 407 Following Access powerful AI models to transcribe and understand speech via a simple API. Try our no-code playground for free 👉 https://t.co/YPCK9mq5Qy
Naveen Rao @NaveenGRao
31K Followers 877 Following VP GenAI @Databricks. Former CEO/cofounder MosaicML & Nervana/IntelAI. Neuro + CS. I like to build stuff that will eventually learn how to build other stuff.
Disney Animation @DisneyAnimation
3.7M Followers 32 Following The official Twitter page of Walt Disney Animation Studios.
Thomas Kipf @tkipf
28K Followers 1K Following Research at @GoogleDeepMind. Controllable World Simulators (GNNs, Structured World Models, Neural Assets). Veo Team (Ingredients to Video Co-Lead)
Zachary Lipton @zacharylipton
63K Followers 2K Following Cofounder & CTO: @AbridgeHQ, Professor: CMU/@acmi_lab, Creator: @d2l_ai & https://t.co/QQt98VNLUp, Relapsing 🎷
Lucas Beyer (bl16) @giffmana
108K Followers 519 Following Researcher (now: Meta. ex: OpenAI, DeepMind, Brain, RWTH Aachen), Gamer, Hacker, Belgian. Anon feedback: https://t.co/xe2XUqkKit ✗DMs → email
Rosanne Liu @savvyRL
46K Followers 1K Following (On mat leave.) Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS.
Berkeley AI Research @berkeley_ai
225K Followers 367 Following We're graduate students, postdocs, faculty and scientists at the cutting edge of artificial intelligence research.
Chelsea Finn @chelseabfinn
82K Followers 399 Following Asst Prof of CS & EE @Stanford Co-founder of Physical Intelligence @physical_int PhD from @Berkeley_EECS, EECS BS from @MIT
NumPy @numpy_team
37K Followers 11 Following Official account of NumPy. Announcements only. For questions and comments, please use the mailing list [email protected].
Richard Sutton @RichardSSutton
45K Followers 64 Following Student of mind and nature, libertarian, chess player, cancer survivor. @ Keen, UAlberta, Amii, https://t.co/u8za2Kod54, The Royal Society, Turing Award
Sepp Hochreiter @HochreiterSepp
14K Followers 376 Following Pioneer of Deep Learning and known for vanishing gradient and the LSTM.
Lex Fridman @lexfridman
4.4M Followers 588 Following Host of Lex Fridman Podcast. Interested in robots and humans.
DeepLearning.AI @DeepLearningAI
295K Followers 81 Following We are an education technology company with the mission to grow and connect the global AI community.
fast.ai @fastdotai
128K Followers 17 Following Deep learning R&D: https://t.co/cGBcDU8wJ9; Education: https://t.co/bNXBttRAuR; Software: https://t.co/0z7Ws3SHDt; Book: https://t.co/lVEDyioBtg; @math_rachel @jeremyphoward
Wren 🌱🍉 @project_wren
3K Followers 262 Following Fund climate projects & policies. Since 2019, Wren members have offset 800,000+ tonnes of CO₂e! Join us in making a meaningful difference 🕊️
Simon Stålenhag 🐀 @simonstalenhag
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BigScience Research W... @BigscienceW
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Ming Zhao @FabiusMercurius
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Michael Shellenberger @shellenberger
1.4M Followers 1K Following CBR Chair of Politics, Censorship & Free Speech @UAustinOrg : Dao Journalism Winner : Time, "Hero of Environment" : Author, “Apocalypse Never,” "San Fransicko"
Max Braun @maxbraun
7K Followers 839 Following @OpenAI. Formerly ▓▓, @Google, https://t.co/nDr0NaZ7LC, @TheTeamAtX.