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upvoted a paper 16 minutes ago

From Gradients to Capabilities: Understanding Multi-Teacher On-Policy Distillation

Paper • 2610.02179 • Published 5 days ago • 6

upvoted a paper 6 days ago

What Makes World Action Models Generalize? An Empirical Study of Test-Time Future Modeling

Paper • 2609.34981 • Published 7 days ago • 136

upvoted a collection 13 days ago

Qwen3.5

Collection

21 items • Updated Mar 9 • 1.79k

upvoted a paper about 2 months ago

AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses

Paper • 2608.12307 • Published Aug 12 • 118

upvoted a paper 2 months ago

Metis: Memory Foundation Model

Paper • 2607.26760 • Published Jul 29 • 184

upvoted a paper 3 months ago

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

Paper • 2607.18754 • Published Jul 21 • 25

upvoted 2 papers 4 months ago

Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey

Paper • 2602.06052 • Published Jan 14 • 7

Agents' Last Exam

Paper • 2606.05405 • Published Jun 3 • 393

upvoted an article 4 months ago

view article

Article

Shipping a Trillion Parameters With a Hub Bucket: Delta Weight Sync in TRL

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• +6

aminediroHF, qgallouedec, kashif, lewtun, edbeeching, albertvillanova, lvwerra, sergiopaniego

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May 27

• 50

upvoted 5 papers 5 months ago

Interactive Evaluation Requires a Design Science

Paper • 2605.17829 • Published May 18 • 14

Code as Agent Harness

Paper • 2605.18747 • Published May 18 • 225

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

Paper • 2605.11182 • Published May 11 • 5

Who Prices Cognitive Labor in the Age of Agents? Compute-Anchored Wages

Paper • 2605.05558 • Published May 8 • 2

Agentic AI Systems Should Be Designed as Marginal Token Allocators

Paper • 2605.01214 • Published May 2 • 3

upvoted a paper 6 months ago

Self-Distilled RLVR

Paper • 2604.03128 • Published Apr 3 • 146

upvoted 3 papers 8 months ago

SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers

Paper • 2602.05115 • Published Feb 4 • 20

PaperBanana: Automating Academic Illustration for AI Scientists

Paper • 2601.23265 • Published Jan 30 • 230

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published Sep 29, 2025 • 148

upvoted a paper 9 months ago

OpenTinker: Separating Concerns in Agentic Reinforcement Learning

Paper • 2601.07376 • Published Jan 12 • 7

upvoted a paper 11 months ago

Multi-Agent Evolve: LLM Self-Improve through Co-evolution

Paper • 2510.23595 • Published Oct 27, 2025 • 14