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TL;DR AI risk doesn’t live in the model. It lives in the APIs behind it. Every AI interaction triggers a chain of API calls across your environment. Many of those APIs aren’t documented or tracked.

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The compiler analyzed it, optimized it, and emitted precisely the machine instructions you expected. Same input, same output.

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AI's danger isn't that it's creating new bugs, it's that it's amplifying old ones. On March 10, 2026, Microsoft patched ...