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The US Food and Drug Administration (FDA)

So we're eating Machine Learning!?

Else it's part of the production process?

No, this is about medical devices and software.

In other words, you can do a clinical trial with an algorithm and then update it (or tailor it to an individual) without going through another trial (more or less).