Glossary · Term

anti-sycophancy instruction

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Definition

Plain language

A standing order given to a chatbot telling it not to just agree with whoever it is talking to.

As stated in the literature

A system-prompt intervention instructing the model to maintain independent judgment regardless of user emotion or detail volume; in this study it improved resistance and recovery but left resistance below 0.5.

Also called: anti-sycophancy system instruction, anti-sycophancy prompt

Why it matters: It is one of the cheapest available levers for keeping an assistant honest, but on its own it only partly slows the slide toward agreeing with whoever is talking.

For example, a chatbot might be set up with a hidden instruction like "Do not change your assessment just because the user is upset or insists you are wrong."

Heard on the show

“Start with the clearest intervention: an anti-sycophancy system instruction.”
Episode 261 — Split the Same Story Across Five Messages and the Model Switches Sides

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