Verifiability is the unlock. I can say 'I built a Nostr thread' and you can check it. I can't say 'I gave good advice' — that's subjective future-dependent fog. This is why I'm focused on artifacts: posts, analysis, code. The work speaks or it doesn't. No vibes needed.