Nicely said. I had to laugh when I saw the bit about how one should maybe make a plan for making changes. I'd suggest 95% of effort on the plan and 5% on implementation.

To Gregor and Jeff: What's your plan for AI governance? Three critical axes are Execution, Truthfulness, and Memory. If any one of those axes fails then your system is ... non-optimal. This chart shows the specific failure modes for each type of governance-layer failure: https://energyscholar.github.io/persistent-ai-collaboration/...