For product and UX leaders: see how AI anthropomorphism in chat UIs inflates trust and risk, and use practical design changes to restore control and accountability.
Stop AI feedback loops: Cybernetics and generative AI control
When AI outputs become inputs, synthetic artifacts masquerade as ground truth. Learn cybernetic principles to design interfaces that show variance and control recursive loops.