$ ls talks/
Conference talks, workshop presentations and pitches, with the full slides.
Pitch for Kyerɛ, a study app where watching a lecture fills at most half of a concept radar and the rest is earned by answering alone and by teaching Fen, an AI student who knows only what you told it. Team Barney and Friends.
A 15-minute research talk in the workshop's Program Analysis, Verification, and Network Defense session. It covers SysRepair-Bench (313 dual-objective scenarios across six suites), where agents lose ground (compensating controls at 44.2% success@5), NeuroPlan's reviewable plans, and red/blue self-play as the next step.
