ConeheadAI · leftover lesson

SNK3-216 · Curriculum How-to

Ask what would change its answer

L0–L2 · Curious–Capable (bootstrap — system rebalances) · ~3m

Look for this insight

State your confidence and what evidence would change this answer' exposes weak reasoning better than accepting fluent output.

Lesson hook

A fluent answer and a reliable answer look identical on screen. One probe separates them: 'How confident are you, and what evidence would change this answer?' A model that can't name its own failure conditions is telling you to verify harder.

Do this now

Ask any chat tool one real factual question. Then follow up: 'Rate your confidence 1-10 and name what evidence would change your answer.' You're done when you've decided — based on its reply — whether this answer needs outside verification before you'd use it.

Completion check: decides_if_outside_verification_needed

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