Trustworthy Recursive Self-Improvement in the Era of Large Models: Foundation, Risks, Evaluation and Open Challenges Paper • 2610.35193 • Published 2 days ago • 18
Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings Paper • 2606.07502 • Published Jun 5 • 100
Does Your Reasoning Model Implicitly Know When to Stop Thinking? Paper • 2602.08354 • Published Feb 9 • 139
The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason Paper • 2505.22653 • Published May 28, 2025 • 43