uncertainty

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A better method for identifying overconfident large language models

March 23, 2026

This new metric for measuring uncertainty could flag hallucinations and help users know whether to trust an AI model.

Teaching AI models what they don’t know

June 6, 2025

A team of MIT researchers founded Themis AI to quantify AI model uncertainty and address knowledge gaps.

Dealing with the limitations of our noisy world

March 1, 2024

Tamara Broderick uses statistical approaches to understand and quantify the uncertainty that can affect study results.