Building AI on blockchain without cryptographic verification is just speculation. The real question is: can you actually prove the outputs? Without proof mechanisms, you're essentially asking users to blindly trust the system—which defeats the whole purpose of decentralization. That's precisely where verification-first architectures matter. They ensure every computation can be independently validated, turning trust into math. This is what separates genuine onchain AI innovation from empty hype.