Confidence Before Answering: A Paradigm Shift for Efficient LLM Uncertainty Estimation

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Confidence Before Answering: A Paradigm Shift for Efficient LLM Uncertainty Estimation",
  "normalized_query": "2603.05881",
  "route": "/signal-canvas/confidence-before-answering-a-paradigm-shift-for-efficient-llm-uncertainty-estimation",
  "paper_ref": "confidence-before-answering-a-paradigm-shift-for-efficient-llm-uncertainty-estimation",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}