Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents Paper • 2609.17708 • Published Sep 15 • 71
More Choices, Fewer Decisions: Ordinal-Scale Bias in JEV-like Direct-Decision Models Paper • 2609.38827 • Published Sep 30 • 65
U-Space: Uncovering When and Why Uncertainty Arises in Language Models Paper • 2610.09087 • Published 25 days ago • 54
