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 design example shows OTA firmware update performed on a microcontroller using the "staging + copy" method.
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