Tag: bias in AI

Calibrating Confidence in Non-English Large Language Model Outputs

LLMs often overconfidently answer in non-English languages because they’re trained mostly on English data. Without proper calibration, their confidence scores don’t match real accuracy-putting users at risk in healthcare, legal, and customer service scenarios.