Excited to share #AlphaGenome, a start of our AlphaGenome named journey to decipher the regulatory genome! The model matches or exceeds top-performing external models on 24 out of 26 variant evaluations, across a wide range of biological modalities.1/6
If you studied algorithms, I'm sure you've heard of Dijkstra’s algorithm to find the shortest paths between nodes in a weighted graph. Super useful in scenarios such as road networks, where it can determine the shortest route from a starting point to various destinations. It's…
Introducing AlphaEvolve: a Gemini-powered coding agent for algorithm discovery.
It’s able to:
🔘 Design faster matrix multiplication algorithms
🔘 Find new solutions to open math problems
🔘 Make data centers, chip design and AI training more efficient across @Google. 🧵
we've been misled to believe that manual prompt hacking is the solution to teaching LLMs how to approach complex problems. why write a "magic prompt" to pattern match for every type of problem you might care about, when LLMs have already shown extraordinary ability to self-review…
we've been misled to believe that manual prompt hacking is the solution to teaching LLMs how to approach complex problems. why write a "magic prompt" to pattern match for every type of problem you might care about, when LLMs have already shown extraordinary ability to self-review…
Theta (@trytheta) allows AI agents to learn from their mistakes in real-time. Their memory layer has already improved the accuracy of OpenAI Operator by 43% with 7x fewer steps taken.
ycombinator.com/launches/NTK-t…
Congrats on the launch, @RayanGarg, @tsha444, and @_gurvir_!
We got a robot to clean up homes that were never seen in its training data! Our new model, π-0.5, aims to tackle open-world generalization.
We took our robot into homes that were not in the training data and asked it to clean kitchens and bedrooms. More below⤵️
What if LLMs could “read” & “write” biology? 🤔
Introducing C2S‑Scale—a @Yale + @GoogleAI@GoogleDeepMind collab: we scaled LLMs (up to 27 B!) to analyze & generate single‑cell insights by turning transcriptomes into text 🧬➡️📝
🔗 Blog: research.google/blog/teaching-…
🔗 Preprint:…
Today on the blog we introduce Cell2Sentence-Scale, which looks deep into how to best represent cells and biological information as text, opening up exciting applications for language-driven single-cell analysis with large language models. Learn more →goo.gle/4jC24dM
The simplest things in statistics can be deceiving. Let
𝐲 = θ + σ e
where e ~ 𝒩(0,𝐈) is d-dim. You’d think the maximum-likelihood would be good estimate of θ, but you’d be wrong.
James-Stein dominates ML in the mean² sense - as long as d ≥3
Counterintuitively, Stein's…
Very excited to share our interview with @DrYangSong. This is Part 2 of our history of diffusion series — score matching, the SDE/ODE interpretation, consistency models, and more. Enjoy!
Lab-in-the-loop therapeutic antibody design
At @PrescientDesign@genentech we have spent 3+ years reimagining drug discovery. We built a machine learning system to design and execute experiments. Here's how it works and what we can do 🧵
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327 Followers 189 FollowingBuilding @epicenter_so, a database for your mind built on plain text. I love the humanities and open source ❤️ Writing prose and code. YC S25
12K Followers 643 FollowingCEO @ Nomic. We build models that enable AI systems to operate in the hardest unstructured data domains.
https://t.co/NbsLHLWfy8
10K Followers 4K Followingsth new // ex Gemini RL+Inference @GoogleDeepMind // Chat AI @Meta // RL Agents @EA // ML+Information Theory @MIT+@Harvard+@GeorgiaTech // زن زندگی آزادی
16K Followers 4K FollowingScientist, Assistant Professor @MITBiology, #FirstGen, ProteinBERTologist, 🇺🇦
No Human is illegal.
Moving to: https://t.co/sow6IRD3jj
869 Followers 1K FollowingML, director of machine learning Terray Therapeutics (https://t.co/bYIaeNnkG3). Father. NSF CAREER award giver-upper. Gibe and gambol enjoyer.
6K Followers 2K FollowingModelling and simulation using quantum chemistry, stat mech and neural network potentials #compchem #theochem Researcher at Orbital Materials
34 Followers 511 FollowingPhD Candidate in Computer Science (Lomonosov MSU in Russia). AI Researcher. Runner. Book Lover. I develop my Intellect, Body, and Spirit.
212 Followers 537 FollowingPlaying around with Neural Networks and figuring stuff out with @amfoss_in at @AMRITAedu | GSoC'24 @deep_chem and currently working on Medical-AI
1K Followers 2K Followingbuilding something new. Prev. gen ai for proteins @abscibio, founding team @insitro, @Stanford PhD, and @Yale alumni. 🇵🇰🇺🇸 sigmoid. social/@mmsltn
442 Followers 525 FollowingMicrobio x Data Sci (Comp Bio) @UCBerkeley | Comp Bio @CompMedUNC and Biophysics @UNC_BCBP 👨🏫👨🔬. Build the change you want to see in the world.
618 Followers 205 Following🎓phd in Tsinghua University. Focus on RL, Embodied AI, and MLLM. 📖Author of limit-of-RLVR,phyworld,DeeR-VLA. 💼Seek a visit currently.
44K Followers 1K FollowingCTO at @Databricks and CS prof at @UCBerkeley. Working on data+AI, including @ApacheSpark, @DeltaLakeOSS, @MLflow, https://t.co/94gROE5Xa0. https://t.co/nmRYAKG0LZ
42K Followers 865 FollowingFR/US/GB AI/ML Person, Director of Research at @GoogleDeepMind, Honorary Professor at @UCL_DARK, @ELLISforEurope Fellow. All posts are personal.
14K Followers 518 FollowingAsst. Prof. of CS at Stanford, Google DeepMind. Prev: Anthropic, Google Brain. Co-Creator of MoEs, AlphaChip, Test Time Scaling Laws.
262 Followers 848 FollowingProgram Manager in @DEShawResearch, working on ML in Drug Discovery. Previously: Computational neuroscience PhD @WeizmannScience; aspiring @mcmc_stan developer
327 Followers 189 FollowingBuilding @epicenter_so, a database for your mind built on plain text. I love the humanities and open source ❤️ Writing prose and code. YC S25
79K Followers 275 FollowingStudent of causal inference, human reasoning, and history of ideas, all viewed through the sharp lens of artificial intelligence.
6K Followers 2K FollowingAss. prof. of Machine Learning. PI of Generative Memory Lab (@DondersInst). Statistical physics, generative diffusion, memory, and generalization.
25K Followers 353 FollowingMy random thoughts on EVs, clean energy, chips, aerospace and other tech. Find more extended pieces at substack https://t.co/Jmo8iyjHrn
2K Followers 602 FollowingBuilding AI4Science Foundation Models and AI Agents for Biomedicine, Accelerating the Engineering of Life, on Earth, on Mars, and Beyond!
10K Followers 43 FollowingSolving Machine Learning at Microsoft in New York.
https://t.co/ZpdQV4IsHY pandemic past president.
https://t.co/MkluiHpWF7 makes RL real.
https://t.co/wK8xQaQGwf for thinking out loud.
48K Followers 183 FollowingMathematician. Professeur titulaire de la chaire Combinatoire au Collège de France. Also fellow of Trinity College Cambridge.
15K Followers 168 FollowingResearch scientist @GoogleDeepMind. Past: @Databricks, first hire @MosaicML, @MIT PhD. I post about AI technical progress + sometimes the business side.
7K Followers 1K FollowingWe develop data geometric, topological, dynamic, deep learning methods for analysis, visualization and representation of big data, especially biomedical data.
3K Followers 276 FollowingIncoming Assistant Professor @imperialcollege and @Mila_Quebec Affiliate member. Into Geometry ∩ Generative Models and AI4Science. Ex-@Mila_Quebec, @UofT.
16K Followers 495 FollowingHarvard Professor.
Full stack ML and AI.
Co-director of the Kempner Institute for the Study of Artificial and Natural Intelligence.
7K Followers 652 FollowingResearch Scientist @AIatMeta
Previously Researcher @ Samsung AI
Outstanding Paper Award @icmlconf 2023
Action Editor @TmlrOrg
I tweet about ML papers and math
12K Followers 643 FollowingCEO @ Nomic. We build models that enable AI systems to operate in the hardest unstructured data domains.
https://t.co/NbsLHLWfy8
10K Followers 4K Followingsth new // ex Gemini RL+Inference @GoogleDeepMind // Chat AI @Meta // RL Agents @EA // ML+Information Theory @MIT+@Harvard+@GeorgiaTech // زن زندگی آزادی
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