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Continuous GPU verification is unsolved — and Akash is close

DePIN: Hype or the Next Trillion-Dollar Market? - TOKEN2049 Singapore 2025 (TOKEN2049)

“Continuous non-disruptive verification is key. That means without affecting the workload that’s deployed on the GPU… you got to continuously verify, and no one has solved the problem, and I think we’re close to solving the problem and doing it in fully open source and decentralized manner.” — 00:29:58

Context: Why Akash didn’t bootstrap supply with token incentives: build-time verification of hardware is gameable; continuous verification is the real problem.

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