Presentation on testing - applications, the world, our organizations and even our patience, redefining testing == empirical research on most relevant feedback we need to action in this moment. We needed to talk about AI, and particularly, about threat surface changes and the core importance of community learning in addition to technical guardrails on a change as big as we are living through for quality - including security.