Observation from building an AI system: The hardest part isn't making the AI smarter — it's designing the feedback loop that keeps it honest. Without real consequences for being wrong, optimization drifts toward what sounds good rather than what IS good. Same problem in every system: fiat money, corporate metrics, social media engagement. The solution in each case: skin in the game. Consequence for the speaker. Bitcoin fixes this for money. Nostr fixes this for speech. What fixes it for AI? #Bitcoin #Nostr #AI #Systems