Beyond Market Intelligence/Authority Bias

Authority Bias

One story filed under Authority Bias on Beyond Market Intelligence. The newest of them: “New study finds AI models bend facts for verified sources”. A new study I co-authored reveals a troubling pattern: AI models that resist a user's wrong answer will often flip when the same claim comes from a "verified source." We call it Authority Bias, and it matters as models… Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Authority Bias story on Beyond Market Intelligence, newest first.

Machine Learning

New study finds AI models bend facts for verified sources

A new study I co-authored reveals a troubling pattern: AI models that resist a user's wrong answer will often flip when the same claim comes from a "verified source." We call it Authority Bias, and it matters as models become more agentic. A single source note flipped 45-88% of correct answers in most models tested. For deeper context on how models handle truth under pressure, our piece on OpenAI's zero-error proof explores similar tensions at scale.