DC416 — AI Fight Club: Talk + Workshop

AI Fight Club paired a talk with a workshop on where AI helps in security and where it only guesses, with two DC416 organizers working opposite sides. Amir Hosseinpour covered offense, drawing on a year of pointing AI at real production code, including where it found bugs and where it burned tokens. KC Udonsi covered defense. He built his own AI-native breach detector and was set to run it live against real attack data from a Wizard Spider emulation.

The Friday workshop had Amir, KC and Jeet mentoring two halves, one building a red-teaming agent from scratch and the other flipping sides to build the core of an AI-native breach detector. Stan hosted the talk, Palo Alto Networks hosted the workshop, and White Tuque sponsored.