ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL Paper • 2608.28476 • Published 13 days ago • 28
Blind Men and the Elephant: Probing the Epistemic Myopia of LLMs under Long-Tail Divergent Knowledge Paper • 2608.28478 • Published 13 days ago • 20
Linear Ensembles Wash Away Watermarks: On the Fragility of Distributional Perturbations in LLMs Paper • 2605.30501 • Published May 28 • 29
Code-as-Room: Generating 3D Rooms from Top-Down View Images via Agentic Code Synthesis Paper • 2605.18451 • Published May 18 • 41
Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models Paper • 2604.27251 • Published Apr 29 • 10