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upvoted a paper 15 days ago

WorkRover: Scaling Long-Horizon Cowork Agent Training Via Recursive Environment Evolution

Paper • 2610.18067 • Published 17 days ago • 91

upvoted 2 papers 28 days ago

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Paper • 2609.36484 • Published about 1 month ago • 208

False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents

Paper • 2609.39102 • Published 30 days ago • 235

upvoted a paper 29 days ago

MaLiang-Harness: A Programmable Path to Image and Video Generation

Paper • 2609.34309 • Published Sep 28 • 220