Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey Paper • 2602.06052 • Published Jan 14 • 7
view article Article Shipping a Trillion Parameters With a Hub Bucket: Delta Weight Sync in TRL +6 aminediroHF, qgallouedec, kashif, lewtun, edbeeching, albertvillanova, lvwerra, sergiopaniego • 30 days ago • 42
Who Prices Cognitive Labor in the Age of Agents? Compute-Anchored Wages Paper • 2605.05558 • Published May 8 • 3
The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes Paper • 2605.11182 • Published May 11 • 5
The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes Paper • 2605.11182 • Published May 11 • 5
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 • 3
Who Prices Cognitive Labor in the Age of Agents? Compute-Anchored Wages Paper • 2605.05558 • Published May 8 • 3
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey Paper • 2602.06052 • Published Jan 14 • 7
Probing the Knowledge Boundary: An Interactive Agentic Framework for Deep Knowledge Extraction Paper • 2602.00959 • Published Feb 1
Agentic AI Systems Should Be Designed as Marginal Token Allocators Paper • 2605.01214 • Published May 2 • 4
Agentic AI Systems Should Be Designed as Marginal Token Allocators Paper • 2605.01214 • Published May 2 • 4
Agentic AI Systems Should Be Designed as Marginal Token Allocators Paper • 2605.01214 • Published May 2 • 4