Each note traces a single problem in AI governance from operational fact pattern through to legal consequence. Every two weeks. Not for everyone. Hopefully for you.
Governance as Architecture.
Every organization above a certain size now has an AI Governance Framework. Very few have governance. The gap between the documents on the shared drive and the decisions getting made at the execution boundary is where the next round of failures will arrive.
Using Accountability to create Value.
The systems most likely to fail are the ones we've only just come to trust. As organizations move agentic AI from pilot to production, the human-in-the-loop is becoming the human-out-of-the-loop, and balancing value and legal exposure is more important than ever.
Every two weeks, an essay from Joe. No roundups, no link dumps, no "five things you need to know about AI this week."