Unchecked AI doesn't just accelerate—it multiplies mistakes at machine velocity. When algorithms run wild, false information spreads faster than truth ever could. Biases get weaponized at scale. Small technical glitches transform into catastrophic system failures. This is where decentralized oversight becomes critical. The crypto space has learned hard lessons about censorship resistance and transparent governance. What if we applied those principles to AI safety? Projects exploring distributed validation and on-chain accountability are tackling exactly this: how to embed guardrails into intelligent systems before they spiral beyond recovery. The answer isn't more centralized control—it's smarter, transparent architecture.