PART 3 - THE THIRD AXIS CHAPTER 16: CONNECTING THE SPECKLES Normalized Deviance

"Managing AI systems involves the people who develop, deploy, use, evaluate, and govern them, rather than developers alone."

NIST's AI Risk Management Framework describes responsibilities throughout the AI lifecycle, including organizational governance, risk measurement, deployment, and monitoring. This supports the manuscript's broad conception of software makers as a collective of people responsible for shaping and operating software systems, not simply the programmers writing their components.

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