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Medical claims, dosages and health advice, caught before any of it reaches a patient.
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Tax positions, financial statements, and every number the model asserted on its own.
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Generated code and config: does it run, is it safe, does it do what you asked.
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Copy, tone and every factual claim inside it, marked up before you publish.
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Citations and sources, opened and read one by one against the papers they claim.
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Course material, reading lists and every cited claim, checked against the scholarship behind them.
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Reports, decks and client-facing drafts, read for the errors that would otherwise reach a customer.
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Captions, hooks and campaign claims, checked before any of it goes out at scale.
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