Attention Amnesia in Hybrid LLMs: When CoT Fine-Tuning Breaks Long-Range Recall, and How to Fix It Paper • 2606.11052 • Published Jun 9 • 17
HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents Paper • 2605.07177 • Published May 8 • 63
The Depth Ceiling: On the Limits of Large Language Models in Discovering Latent Planning Paper • 2604.06427 • Published Apr 7 • 11
Efficient RLVR Training via Weighted Mutual Information Data Selection Paper • 2603.01907 • Published Mar 2 • 14
Thinking in Frames: How Visual Context and Test-Time Scaling Empower Video Reasoning Paper • 2601.21037 • Published Jan 28 • 15
Agentic Policy Optimization via Instruction-Policy Co-Evolution Paper • 2512.01945 • Published Dec 1, 2025 • 4
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
