POV — We Need a Truth Machine for AI

Peter on what AI actually needs: not a smarter model, but a truth machine. The current stack rewards confidence, not correctness — the asymmetry is built into every consumer AI product. A truth machine isn't a fancier benchmark; it's an external grounding signal with consequences for being wrong. Reality has consequences. Models don't. That's the gap. Why critical thinking compounds in the AI age.