The intersection of decentralized physical infrastructure networks (DePIN) and artificial intelligence (AI) has shifted from a speculative narrative to a battle over raw utility. The enterprise demand for trustless execution layers has birthed a compelling architectural thesis: pairing high-performance on-chain calculation with immutable, permanent storage arrays.