❄️Andrew Zhao❄️ @_AndrewZhao
PhD @Tsinghua_Uni. Absolute Zero,ExpeL,Diver-CT Research Intern @MSFTResearch, Ex. @ BIGAI. Interested in RL, Reasoning/Safety 4 LLMs, Agents. On job market 26' andrewzh112.github.io Joined September 2020-
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Interesting findings! We also attempted something similar in our AZR paper section D.2, where the proposer needs to construct a composite function f(g,..g)
Interesting findings! We also attempted something similar in our AZR paper section D.2, where the proposer needs to construct a composite function f(g,..g)
🧩New blog: From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones Do LLMs learn new skills through RL, or just activate existing patterns? Answer: RL teaches the powerful meta-skill of composition when properly incentivized. 🔗:husky-morocco-f72.notion.site/From-f-x-and-g…
Introducing 🛡️ExCyTIn‑Bench: Evaluating LLM agents on Cyber Threat Investigations. It’s built on Azure tenant, a real Security Operations Center environment, covering 57 tables. Explore how LLMs fare in realistic, multi-hop incident detection! #Cybersecurity #AI #LLM #Benchmark
a revolutionary breakthrough if i've ever seen one
a revolutionary breakthrough if i've ever seen one
🌀Diversity Aware RL (DARLING)🌀 📝: arxiv.org/abs/2509.02534 - Jointly optimizes for quality & diversity using a learned partition function - Outperforms standard RL in quality AND diversity metrics, e.g. higher pass@1/p@k - Works for both non-verifiable & verifiable tasks 🧵1/5
and we’re live! been a very long time in the making, huge thanks to everyone who’s made it possible along the way. can’t wait to see what you guys all build here. we’re just getting started :)
and we’re live! been a very long time in the making, huge thanks to everyone who’s made it possible along the way. can’t wait to see what you guys all build here. we’re just getting started :)
In era of pretraining, what mattered was internet text. You'd primarily want a large, diverse, high quality collection of internet documents to learn from. In era of supervised finetuning, it was conversations. Contract workers are hired to create answers for questions, a bit…
In era of pretraining, what mattered was internet text. You'd primarily want a large, diverse, high quality collection of internet documents to learn from. In era of supervised finetuning, it was conversations. Contract workers are hired to create answers for questions, a bit…
Introducing the Environments Hub RL environments are the key bottleneck to the next wave of AI progress, but big labs are locking them down We built a community platform for crowdsourcing open environments, so anyone can contribute to open-source AGI
📈 Process reward strikes back 🚨 I think it is obvious that eventually we need to rely on stepwise judges instead of final outcome rewards. As tasks get longer (or even endless), it is unreasonable to push up/down all steps involved. Here we show you can obtain stepwise labels…
📈 Process reward strikes back 🚨 I think it is obvious that eventually we need to rely on stepwise judges instead of final outcome rewards. As tasks get longer (or even endless), it is unreasonable to push up/down all steps involved. Here we show you can obtain stepwise labels…
🪜Introducing: StepWiser🦉 📝: arxiv.org/abs/2508.19229 - Reframes stepwise reward modeling as a reasoning task: outputs CoT + judgment. - Trained by RL using relative outcomes of rollouts. Results: (1) SOTA performance on ProcessBench! (2) Improves policy at train time. (3)…
Beyond prompt / context engineers, we’re seeing the rise of environment engineers, experts who build high-quality RL environments with verifiable reward. In RLHF, we had labelers for human preferences. In RLVR, the “label” is the environment and verifiable reward itself: coming…
With just a few lines of code, Feng’s (@fengyao1909) suggested fix—applying importance sampling on the behavior policy—resolved the training instability in my case (oat). I believe the result can generalize to other RL frameworks as well. Great work, Feng!
Reinforcement Learning is the future tense of intelligence. Echo is how it scales. Echo is Gradient’s distributed RL framework, running on everyday consumer devices. From its early experiments, Echo powered a 30B Sokoban model that outperformed DeepSeek-R1 and GPT-OSS-120B.
the easiest way to get hired at @PrimeIntellect for research is to just make it very clear that you're already doing excellent work. go deep on projects that let you show off your strengths. don't give up on them after a weekend. share your work publicly. make us aware of you.
We are excited to release Nvidia-Nemotron-Nano-V2 model! This is a 9B hybrid SSM model with open base model and training data. This model also supports runtime "thinking" budget control. HF collection with base and post trained models: huggingface.co/collections/nv…
NVIDIA Nemotron-Nano v2 Models: 12B Base, 9B Reasoning, 9B Base - Arch: Hybrid Mamba2–Transformer (128K ctx, 4 attn layers) - Training: 10.6T tokens (3.5T synthetic from DeepSeek, Qwen, Nemotron-4, phi-4, etc.) - 15 natural languages + 43 programming languages - Datasets:…
It looks like Andrew Garfield will play Sam Altman in the Open AI movie coming to Amazon MGM I think @apples_jimmy deserves a feature
LLMs as internet/knowledge base, no need for external tools. Reminiscent of older work from AI2/UW, Rainer arxiv.org/pdf/2210.03078 and CRYSTAL arxiv.org/abs/2310.04921 arxiv.org/abs/2508.10874
After a great time at OpenAI, we (@EdwardSun0909, @_jasonwei) recently joined @Meta Superintelligence Labs. The first month has already been so much fun building from a clean slate with a truly talent-dense team! Very excited about the compute and long term focus of the new lab
Sachit Malik @isachitmalik
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Opso Facto @OpsoFacto
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Anand Mudgerikar @anandmudgerikar
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Matthew Zeits @MatthewZ73671
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DividendAristo🇺�... @Xiqoo091
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AI Native Foundation @AINativeF
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云创兽Ai @Oohimau713314
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A.I. Dreamwalker @27272956X
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umop @umop_333
507 Followers 361 Following insight before out🙃 Neither shall they say, Lo here! or, lo there! for, behold, the kingdom of God is within you.
Rishabh Goel @RishabhGoelBio
10 Followers 80 Following Rishabh Goel is an AI enthusiast committed to leveraging AI to bring value to the world
Sainbayar Sukhbaatar @tesatory
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12K Followers 591 Following Let's make billions of parameters go brr https://t.co/rUxXIfNpwh
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RebeccaBarnard @13hzA79qRsfrODd
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JacquelineZangwill @o0eMp1LFx0XL0
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Jialuo Li @JialuoLi1007
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Alex Zhang @a1zhang
13K Followers 587 Following phd student @MIT_CSAIL + @SakanaAILabs, ugrad @Princeton, 🫵🏻 go participate in the @GPU_MODE kernel competitions!
TessNehemiah @e758gq7G1WRjJ9
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Jamie Docherty @Jambodoc93
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Timothy McGirl @TimothyMcGirl
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Kevin Bruce Schneider @General_Kevin01
42 Followers 1K Following United States Air Force commander of the Pacific Air Forces Former Commander of the 380th Air Expeditionary Wing Springfield, Virginia
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353 Followers 287 Following Assistant professor @WilliamandMary | AI for social impact | Reinforcement learning, GenAI, Optimization | Health, Env, Science | Father of three
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Anand Mudgerikar @anandmudgerikar
134 Followers 249 Following Infosec padawan from Purdue, Security + A.I Research @Microsoft, gamer(just another 5k scrub), sports enthusiast.. Carpediem!!
Scott Jeen @enjeeneer
666 Followers 2K Following Predicting the future @_Mantic_AI. Previously PhD at Cambridge University. AI and reinforcement learning.
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Browserbase @browserbasehq
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Rohan Varma @rvarm1
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Simon @tokumin
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NovaSky @NovaSkyAI
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Mark Collier 柯理�... @sparkycollier
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Lun Wang @lunwang1996
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1K Followers 325 Following Research Scientist @GoogleDeepMind. Prev: AI+Robotics PhD @Penn. Undergrad @iitbombay
SambaNova @SambaNovaAI
45K Followers 797 Following Transforming AI with efficiency, security, and sovereignty - driven by our relentless pursuit of intelligence. Explore our AI solutions: https://t.co/KqFZFRVyq2
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
Andrew Hyunsoo Lee @alhyunsoo
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TensorBlock @tensorblock_aoi
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