A ten-year-old taught there are four states of matter asked an AI and came back with fifteen. For the first time a child's why can run to its end, and that is the clearest signal of what AI has changed.

My first SSRN working paper is out. It takes the Purpose, Execution, Judgement framework I first wrote about on LinkedIn, integrates it with the AI Capability model, and sets out six propositions for testing.