AI is UX

Who is accountable when an AI agent makes a mistake, and what changes when the systems start acting on their own.

A working session on what actually shifted in AI, what is hype, and how a leadership team tells the two apart.

An early warning system for young people at risk, and the argument that AI is worth building when it is pointed at a human problem.