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> very carefully choose the parameter you want to optimize.

This does not only concern AI systems, but all systems in general - including human ones.

From a retrospective today... "the KPIs are abysmal but the deliverables are very high .. so I guess the KPIs are wrong?"

Sounds like the deliverables KPI is fantastic.

You are right, of course.