False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published Sep 30 • 150
DecepEval: A Benchmark for Evaluating Deception in LLM Agents Paper • 2610.07967 • Published Oct 6 • 37