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Surface the Unstated Premises

Added 2026-10-30

Give a piece of reasoning; have the model list assumptions required for it to hold and rate each one.

Below is a piece of reasoning. Find the three premises it needs but never states, and classify each as almost certainly true, needs checking, or probably false. For each: give the smallest fact that would verify it, and what the conclusion becomes if it fails. End with one sentence naming the biggest risk. Do not rewrite the conclusion.
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How to use

多数争论不是结论错,而是前提没摆到台面上。

Try tweaking it

  • Ask what evidence would overturn the judgement.
  • Have it argue both sides with three reasons each.

What you should get

  • A decision table: assumptions, evidence, counter-evidence
  • A next action with an observable signal

Common mistakes

  • Asking only "should I?" and getting equally valid answers both ways.
  • Never asking for counter-examples, so you only hear support.

How to check the output

  • It states what evidence would overturn the conclusion.
  • Both sides are argued, with assumptions marked as such.

Where it works

  • Good for: splitting a decision into assumptions, evidence and counter-cases, leaving the call to you.
  • Watch out: ask what evidence would overturn the judgement, or you will only hear supporting reasons.

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