Trees from Marginals: Autoregressive drafting with factorized priors Paper • 2607.06763 • Published 5 days ago • 1
Native Video-Action Pretraining for Generalizable Robot Control Paper • 2607.08639 • Published 3 days ago • 1
RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation Paper • 2607.06559 • Published 5 days ago • 89
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence Paper • 2607.07675 • Published 4 days ago • 46
Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning Paper • 2606.15007 • Published 30 days ago • 19
Harness-1: Reinforcement Learning for Search Agents with State-Externalizing Harnesses Paper • 2606.02373 • Published Jun 1 • 60
A Primer in Post-Training Reasoning Data: What We Know About How It Works Paper • 2606.02113 • Published Jun 1 • 1
Learn from your own latents and not from tokens: A sample-complexity theory Paper • 2605.27734 • Published May 26 • 3
AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks? Paper • 2606.05080 • Published Jun 3 • 31
Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents Paper • 2605.30621 • Published May 28 • 23
Self-Revising Discovery Systems for Science: A Categorical Framework for Agentic Artificial Intelligence Paper • 2606.01444 • Published May 31 • 1
LLM-as-a-Verifier: A General-Purpose Verification Framework Paper • 2607.05391 • Published 6 days ago • 14
Nemotron-Labs-3-Puzzle-75B-A9B: Compressing Hybrid MoE LLMs Paper • 2607.04371 • Published 7 days ago • 5
ReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning Paper • 2607.02509 • Published 10 days ago • 2
CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents Paper • 2605.25624 • Published May 25 • 35