01. Good Twins vs. Evil Twins: A Validation Framework for AI Personas
Not all digital twins are created equal — and the gap between a trustworthy AI persona and a confident hallucination is wider than most people realize. This roundtable gives you a practical framework for evaluating synthetic audiences: what makes them reliable, what makes them dangerous, and the validation standards the field needs to adopt before this goes mainstream.
