From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms Paper • 2605.06716 • Published May 7 • 5
SkillProx: Self-Evolving Agent Skills via Proximal Textual Gradient Descent Paper • 2608.07449 • Published Aug 7 • 1
Authorization Drift in LLM Agents: Evaluating Boundary Compliance in Multi-Step Tool Use Paper • 2611.09113 • Published 6 days ago • 8
Authorization Drift in LLM Agents: Evaluating Boundary Compliance in Multi-Step Tool Use Paper • 2611.09113 • Published 6 days ago • 8
Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training Paper • 2603.07223 • Published Mar 7 • 13
Pushing the Boundaries of Natural Reasoning: Interleaved Bonus from Formal-Logic Verification Paper • 2601.22642 • Published Jan 30 • 9
Pushing the Boundaries of Natural Reasoning: Interleaved Bonus from Formal-Logic Verification Paper • 2601.22642 • Published Jan 30 • 9
MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data Paper • 2512.13297 • Published Dec 15, 2025
WoW: Towards a World omniscient World model Through Embodied Interaction Paper • 2509.22642 • Published Sep 26, 2025 • 15
Measuring Hong Kong Massive Multi-Task Language Understanding Paper • 2505.02177 • Published May 4, 2025 • 1
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving Paper • 2506.17104 • Published Jun 20, 2025 • 2
SafeLawBench: Towards Safe Alignment of Large Language Models Paper • 2506.06636 • Published Jun 7, 2025 • 1