Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight Paper • 2610.08077 • Published 6 days ago • 162
Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling Paper • 2601.22636 • Published Jan 30 • 22
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10, 2025 • 100
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs Paper • 2507.22063 • Published Jun 25, 2025 • 2
AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators Paper • 2508.09101 • Published Aug 12, 2025 • 8
ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Paper • 2508.03936 • Published Aug 5, 2025 • 9 • 2
ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants Paper • 2508.03936 • Published Aug 5, 2025 • 9