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When an Algorithm Says No, People Need a Way Forward
When an automated decision affects someone's opportunities or access to a service, a clear explanation and a usable review process matter. Build a route from disagreement to meaningful correction.
Before an AI Draft Reaches the Public, Check the Claims That Carry Consequences
A polished AI draft can still contain an unsupported deadline, promise, link, or eligibility rule. Use a practical claim ledger and a fictional flyer example to decide what to verify, rewrite, remove, or escalate before anyone relies on it.