Can we trust this agent?
Evidence, authority, human review, and what happens when a system is confidently wrong.
Speaking · Podcasts · Executive Sessions
Big ideas. Plain English. A useful next question.
Jimmy brings technical depth, candid stories, and human judgment to the room. Choose a topic, or tell him what your audience is wrestling with.
Conversation starters
Choose the question worth bringing into the room.
Who gets to decide?
Why authentication, persuasion, and capability do not authorize an effect.
How should AI learn?
Human-governed recursive learning without silent promotion of the wrong lesson.
What should we build first?
Requirements, hostile tests, and independent challenge before consequential code.
What survives a model change?
Harness-neutral governance that preserves authority and evidence as tools evolve.
How do we reengage?
The six moves for personal reinvention, leadership, and getting back into life.
Available for podcasts, executive sessions, panels, and practical team conversations. The talk can be shaped around your audience without overstating WWAIOS maturity or client outcomes.