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upvoted 2 papers 1 day ago

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

Paper • 2609.36484 • Published 12 days ago • 552

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

Paper • 2609.39102 • Published 11 days ago • 568

upvoted a paper 7 days ago

GraphForge: Training Working Agents with Graph-Anchored Workspace Synthesis

Paper • 2609.38923 • Published 11 days ago • 123

upvoted a paper 10 days ago

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

Paper • 2609.34309 • Published 13 days ago • 394

upvoted a paper about 1 month ago

FlowBalance: Verifier-Grounded Self-Improvement from On-Policy Reasoning Experience

Paper • 2609.03241 • Published Sep 3 • 51