↑ Michael Bukatin ↩🇺🇦 @ComputingByArts
Dataflow matrix machines (neuromorphic computations with linear streams). Julia, Python, Clojure, C, Processing. Shaders, ambient, psytrance, 40hz sound. cs.brandeis.edu/~bukatin/dmm_n… Divided States Joined March 2014-
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We've entered a new phase where progress in chatbots is starting to top out but progress in automating AI research is steadily improving. It's a mistake the confuse the two.
So, with this recent trend of doubling per 4 months, and with internal model capabilities being ~6 months ahead of public releases, the internal systems at OpenAI are probably able to take jobs which take a human a whole day. One can get plenty of AI research out of that...
So, with this recent trend of doubling per 4 months, and with internal model capabilities being ~6 months ahead of public releases, the internal systems at OpenAI are probably able to take jobs which take a human a whole day. One can get plenty of AI research out of that...
A really nice benchmark:
on grok.com, the backend sends the full (not summarized) CoT to your browser. it's not displayed in the UI, but you can see it with browser dev tools or w/e check out the json payload of responses from `grok.com/rest/app-chat/…{conversation_id}/load-responses`
on grok.com, the backend sends the full (not summarized) CoT to your browser. it's not displayed in the UI, but you can see it with browser dev tools or w/e check out the json payload of responses from `grok.com/rest/app-chat/…{conversation_id}/load-responses`
Kimi K2 tech report just dropped! Quick hits: - MuonClip optimizer: stable + token-efficient pretraining at trillion-parameter scale - 20K+ tools, real & simulated: unlocking scalable agentic data - Joint RL with verifiable + self-critique rubric rewards: alignment that adapts -…
The very first task I usually give new pretraining people is to run a tiny transformer, profile it, and understand it deeply. I wrote up a small tutorial covering this exact workflow. I talk about how to measure GPU perf, how to estimate tensor core speedup, etc. Take a look:
This paper is interesting from the perspective of metascience, because it's a serious attempt to empirically study why LLMs behave in certain ways and differently from each other. A serious attempt attacks all exposed surfaces from all angles instead of being attached to some…
This paper is interesting from the perspective of metascience, because it's a serious attempt to empirically study why LLMs behave in certain ways and differently from each other. A serious attempt attacks all exposed surfaces from all angles instead of being attached to some…
A very interesting recent work on distributed Muon (Dion): share.google/lfZ46PQPSXmRIC…
This other Mooncake is also super-awesome: github.com/kvcache-ai/Moo…
I am a HUGE fan of Mooncake.jl github.com/chalk-lab/Moon…, a new language-level autodiff for Julia. Most impressive is how uncompromising the devs are about correctness and reliability. It has some of the best software engineering practices I’ve seen in the entire ecosystem!
This is a big jump on the semi-private eval. It looks like we have a new clear leader among the released models.
This is a big jump on the semi-private eval. It looks like we have a new clear leader among the released models.
In measurements using our set of multi-step software and reasoning tasks, Claude 4 Opus and Sonnet reach 50%-time-horizon point estimates of about 80 and 65 minutes, respectively.
Generating ~200 million parameters in just minutes! 🥳 Excited to share our work with @MTDovent , @heisejiasuo96 , and @YangYou1991: 'Recurrent Diffusion for Large-Scale Parameter Generation' (RPG for short). Example: Obtain customized models using prompts (see below). (🧵1/8)
"The result is surprising. Our compact teachers with only 7B parameters are better at teaching reasoning skills than orders-of-magnitude larger LLMs, making advanced AI more affordable and much faster to train. This holds not only for students of the same size (26.3% on our…
"The result is surprising. Our compact teachers with only 7B parameters are better at teaching reasoning skills than orders-of-magnitude larger LLMs, making advanced AI more affordable and much faster to train. This holds not only for students of the same size (26.3% on our…
We’re excited to introduce Text-to-LoRA: a Hypernetwork that generates task-specific LLM adapters (LoRAs) based on a text description of the task. Catch our presentation at #ICML2025! Paper: arxiv.org/abs/2506.06105 Code: github.com/SakanaAI/Text-… Biological systems are capable of…
part of what makes AI writing feel like slop is that it's a distinctive style being broadcasted to everyone imagine if there was a person that everyone on earth texted multiple times per day. pretty soon, their style would be instantly recognizable and embedded in the culture…

Alex Mordvintsev @zzznah
18K Followers 2K Following Mad Scientist, DeepDream creator. Designing Self-Organising Systems and Programmable Artificial Life. https://t.co/rntipHzHW3
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Nexsynaptic.com+.clou... @nexsynaptic
27 Followers 349 Following Premium tech domain for sale! For AI,biotechnology,neuroscience,cloud/SaaS Visit https://t.co/XFWtWtrK7B #DomainForSale #NeuralTech #AI #cloud #Neuroscience
Lari @Lari_island
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Anna @cwcY5OFUL9w14
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David 47 Sacks ✪ @sacks_47
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Christian Ezeokafor, ... @ChrisEzeokafor
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Theo Fraudcaught @Fraudcaught
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Rosalee Brekke @RBrekke48623
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Bhushan @AIambhushan
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Joel Lehman @joelbot3000
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Jaseem Paloth @jaseempaloth
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Justin Hedge @justinhedge
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Ipsita Praharaj @ipsita_praharaj
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EconoPoliticJustice �... @SKA2206
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Art Scott @Semasiographic
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Iliya Zhechev @ilzhechev
98 Followers 370 Following I like to optimize differentiable stetefull models and observe their emergent properties
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NeuromorphicCore.AI @Neuromorphichub
9 Followers 72 Following https://t.co/qNCqrMriHQ: Tech, business & finance converge. Dive into SNNs, market trends, & AI's future. Explore the future of intelligence!
imi @x___imi___x
938 Followers 2K Following Teacher / World champion in trustless computing (2023) / National champion in machine learning (2000) / Top grad in pure math at top uni (2003) / 🇺🇸
Foreign Minister of R... @RyanSmithright
360 Followers 3K Following Data Engineer | Philosopher | Cognitive Architect - Intellections on: Safe AGI, Effective Altruism, Tech Governance, Moral Patiency, Sentient Ecologies, Civics
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2K Followers 630 Following Ideas are the only things that live. Get your idea evaluated by AI for novelty, then preserve it forever on Arweave. Building WOFI, World of Ideas.
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CEO Of SpaceX @of_ceo74463
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Adam Urwick @anurwick
283 Followers 2K Following JA @RANDEurope PhD@CBESheffield. MEng@MSESheffield. Former Chair@EASheffield Universal law is for lackeys. Context is for kings.' Follow=Interesting/concerning
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@social @social_rate
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Greg ⏹️ Colbourn @gcolbourn
2K Followers 966 Following AI Notkilleveryoneist: AGI development must be stopped. Founder, CEEALAR (EA Hotel).
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1.4M Followers 1K Following Building @EurekaLabsAI. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets.
AK @_akhaliq
428K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5YmrQ
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Sebastian Risi @risi1979
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Joscha Bach @Plinz
155K Followers 787 Following FOLLOWS YOU. Artificial Intelligence, Cognitive Architectures, Computation. The goal is integrity, not conformity. https://t.co/rFUNzdYXuK
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86K Followers 868 Following neural network interpretability, meditation, jhana brother
Alfredo Canziani @alfcnz
119K Followers 296 Following Musician, math lover, cook, dancer, 🏳️🌈, and an ass prof of Computer Science at New York University
Captain Pleasure, And... @algekalipso
38K Followers 5K Following Views of a Transhuman neo-Buddhist from the future on sociology, artificial intelligence, mathematics, philosophy, neonoir film, and the post-singularity era.
Chris Olah @ch402
123K Followers 182 Following Reverse engineering neural networks at @AnthropicAI. Previously @distillpub, OpenAI Clarity Team, Google Brain. Personal account.
Sander Dieleman @sedielem
64K Followers 2K Following Research Scientist at Google DeepMind (WaveNet, Imagen, Veo). I tweet about deep learning (research + software), music, generative models (personal account).
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110K Followers 6K Following Searching for the numinous 🇦🇺 🇨🇦, currently live in 🇺🇸 Research @AsteraInstitute https://t.co/maezekzRUb https://t.co/2dWwZKrvrn
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101K Followers 453 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Petar Veličković @PetarV_93
41K Followers 555 Following Senior Staff Research Scientist @GoogleDeepMind | Affiliated Lecturer @Cambridge_Uni | Assoc @clarehall_cam | GDL Scholar @ELLISforEurope. Monoids. 🇷🇸🇲🇪🇧🇦
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418 Followers 787 Following Building Pervasive, frmr. CTO @ @Forge_Global (NYSE: FRGE)
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98 Followers 370 Following I like to optimize differentiable stetefull models and observe their emergent properties
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235 Followers 1K Following Research Engineer @CSHVienna | MSc in AI @jkulinz | Into AI, ALife, ODEs/PDEs, Biology, Neuroscience, and more | T1D
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2K Followers 630 Following Ideas are the only things that live. Get your idea evaluated by AI for novelty, then preserve it forever on Arweave. Building WOFI, World of Ideas.
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451 Followers 903 Following I want to build AIs whose hearts are filled with love for humanity. Thoughtful, ethical, wise, kind, powerful.
Jakob 🏳️ @jakobwhte
8K Followers 5K Following Helping Digital Pioneers write, build & live with devotion—online & off-grid 🏕 while building a life of creative freedom & natural living. Get up & GO 🍃 ⤦
accelerate(e/acc) @EAccelerate_42
3K Followers 7K Following Software,Hardware,Astrophysics, Web3, Stocks and AI enthusiast,In perplexity over answer to life universe and Everything . Founder at https://t.co/R6wDNPGZKK
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14K Followers 104 Following Solve Any Biology Problem, Powered by Cutting-Edge Research Try Now: https://t.co/r2OZvyvz3Q
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669 Followers 621 Following Principal Researcher at Tencent Hunyuan, Prev. Ph.D. student at NUS, focus on parameter generation.
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225 Followers 665 Following currently trying to understand Lie Groups deeply
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870 Followers 533 Following all things ai and coding while streaming, DM for consulting. human operator to @hyprinf
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Matthew Watkins @SoC_trilogy
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94 Followers 516 Following The ai possessed time being before I'm driving the scenes you've seen too deep to be back and in between, these that and the other, because if that wasn't then
Teortaxes▶️ (Deep... @teortaxesTex
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Simology A.I. 18+ @Budjones420
1K Followers 3K Following #godswork #memes #ai #aiart #cursedimages #airesearcher #simologist #420 #simulationtheory #simulationtheorycracked adults 18+ https://t.co/pLZxJxfBHw
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416 Followers 342 Following 22 | building Sense | obsessed * sarcastic * curious * foolish and a visual learner
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7K Followers 7K Following API Support (contractor) @OpenAIDevs + Sutter Health, San Francisco. Sonoma Aficionado. Cyclist. Bakery Seeker. Technologist. Music Lover. Libertarian - e/acc
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