- In short
- When an iteration round reveals a numeric error rather than a stylistic one, the fix is to add an instruction to use a verifiable computation method, such as code execution, rather than iterating on wording. A wrong number is usually a computation problem, not a phrasing problem, and constraining Claude to a verifiable calculation method reduces the chance of an unverified estimate being presented as fact. Re-running the same unconstrained calculation and averaging the results does not fix an unreliable method.
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