view article Article Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident +2 hlarcher, XciD, raphael-gl, chris-rannou • 4 days ago • 365
Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning Paper • 2607.21653 • Published 9 days ago • 30
AREX: Towards a Recursively Self-Improving Agent for Deep Research Paper • 2607.21461 • Published 8 days ago • 149
RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources Paper • 2606.29538 • Published 15 days ago • 141
Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading Paper • 2607.08964 • Published 22 days ago • 76
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training Paper • 2607.05804 • Published 24 days ago • 19
view article Article From Hugging Face to Amazon SageMaker Studio in one click amazon • 23 days ago • 19
Nemotron Agentic & Tool-Use Collection Datasets for building models capable of function calling, multi-step agentic tasks, terminal use, and SWE workflows. • 11 items • Updated 14 days ago • 13
Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning Paper • 2607.07508 • Published 23 days ago • 26
MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training Paper • 2606.30406 • Published Jun 29 • 17
Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs Paper • 2606.32032 • Published Jun 30 • 29
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent Paper • 2606.30616 • Published Jun 29 • 103
CausalMix: Data Mixture as Causal Inference for Language Model Training Paper • 2607.01104 • Published about 1 month ago • 21
From Trainee to Trainer: LLM-Designed Training Environment for RL with Multi-Agent Reasoning Paper • 2606.17682 • Published Jun 16 • 26
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 130