How to verify AI-generated Office files before they ship

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AI can make PowerPoint decks, Excel workbooks, and Word documents faster, but faster is not the same as trustworthy. In this episode, Nate breaks down a practical workflow for AI Office files: prepare the sources, define the structure, constrain the artifact creation, and verify the output like a skeptical reviewer.

The key idea: the file is not the whole thing. The file is the visible output of a knowledge-work system. If the claims, numbers, sources, assumptions, charts, and formulas cannot be traced, the artifact may look finished while quietly breaking trust.

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