> At some point deciding fate of the company or system or state flows from principles embedded in cultures and that's in danger of being flattened away by optimizing outcomes with machines.

If the principle embedded in the culture of my manager is to do dumb shit that goes nowhere, then I'm not sure what goals we're achieving.