V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning Paper • 2606.25319 • Published 26 days ago • 27
Many-Shot CoT-ICL: Making In-Context Learning Truly Learn Paper • 2605.13511 • Published May 13 • 33 • 3
Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning Paper • 2604.16029 • Published Apr 17 • 23
Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems Paper • 2604.14228 • Published Apr 14 • 25
How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data Paper • 2604.14164 • Published Mar 23 • 35
Emergent Social Intelligence Risks in Generative Multi-Agent Systems Paper • 2603.27771 • Published Mar 29 • 52
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data Paper • 2510.09781 • Published Oct 10, 2025 • 27