To reduce sycophantic agreement with incorrect user claims, prompts should:
Select an answer to reveal the explanation.
Short Explanation and Infographic
Tell Claude truth > agreeableness. 'Always agree' trains a yes-man, not an assistant.
Full explanation below image
Full Explanation
Anti-sycophancy instructions and evals improve honesty.