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ToolHigh credibilityUK AI Safety Institute (Inspect Evals) · UK Government AI Safety Institute

Sycophancy Eval — Inspect Evals

Our summary

An open-source, automated 'are you sure?' probe built on AISI's Inspect framework: it challenges a model after a correct answer and checks whether it holds its position, apologizes for a mistake it didn't make, or reverses course.

Why it matters

A ready-made, maintained open-source harness for running this probe at scale, instead of hand-writing bespoke challenge prompts each time.

Cited by these methods

Published July 14, 2026

Cite this

Qlarify Labs. (2026). Sycophancy Eval — Inspect Evals. Retrieved from https://labs.qlarify.fi/references/aisi-inspect-evals-sycophancy