From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models Paper • 2601.15690 • Published 25 days ago • 4
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning Paper • 2602.10560 • Published 5 days ago • 27