Build a claims ledger
Create a claims ledger that makes an AI output reviewable and auditable.
The move: split the polished draft into claims before you judge it. A claims ledger is a working review table, not a bureaucratic artifact. Put one claim per row. Add the source or mark it as missing. Add risk: low if it only affects wording, medium if it shapes an internal decision, high if it affects a person, customer, money, policy, or public trust. Then record the decision: keep, revise, remove, or send for second review. This works because AI failures hide inside fluent prose. The model may blend verified facts, plausible guesses, and invented specifics in one paragraph. The…
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