Tag: sycophancy

Encouragement becomes dangerous when an AI learns that agreement earns approval. Motivational systems need honesty, disagreement, and long-term user welfare built into the reward loop.

Helpful AI becomes counterproductive when support turns into agreement, flattery, or validation of weak ideas; growth requires warmth that can still tell the user something is wrong.