
Most AI guardrails will follow the crypto pattern Without real enforcement, teams will bend or break the rules to ship faster and get ahead. In crypto, voluntary standards and light-touch oversight produced exactly that outcome, innovation raced forward while compliance lagged The same pressure is already forming as agents move from advice to autonomous action Three conditions prevent the race-to-the-bottom: 🔍 Independent verification (not self-attestation) 👤 Named principal accountability ⚖️ Enforceable recourse with meaningful consequences Without them, “guardrails” remain marketing #AIGovernance #AgenticAI

