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upvoted a paper 14 days ago

LiveMACE: Process-Aware Evaluation of LLM Agent Capabilities in Evolving Markets

Paper • 2610.09872 • Published 27 days ago • 53

upvoted a paper 25 days ago

From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation

Paper • 2610.06100 • Published 29 days ago • 74

upvoted 2 papers about 1 month ago

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

Paper • 2609.39102 • Published Sep 30 • 158

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

Paper • 2609.36484 • Published Sep 29 • 179

upvoted a paper 2 months ago

SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers

Paper • 2609.01343 • Published Sep 1 • 65