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by flooo 2494 days ago
Integrating control in adaptive systems. We see a big trend where (parts of) systems can adapt their behaviour to particularities of the environment they are deployed in with the biggest technical driver being machine learning.

Controlling this adaptivity is usually done in an ad hoc fashion by writing code surrounding the adaptive component, usually a ml model

This yields many problems ranging from "artificial stupidity" to problems with safety and degraded power of users.

By integrating control into adaptive systems, we might get the best of both worlds: tell the program what (not) to do where you know this upfront and let it figure out how to act by itself elsewhere