Skeptics say AI cannot be inspected, but the supply chain says otherwise. Frontier models require enormous compute, and advanced chips come from a tiny number of suppliers and fabs. That concentration makes verification technically feasible in a way treaties rarely enjoy: you can count data centers, meter power usage, and track chip shipments. The UN advisory body's recommendations already point toward shared scientific capacity and monitoring. Nuclear inspectors verify enrichment facilities they cannot fully see inside; AI inspectors could verify compute thresholds the same way. An international body with real authority would not need to read every model's weights. It would need the power to audit the handful of facilities where frontier training is physically possible.
Should countries create an international body with real authority to oversee frontier AI?
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Discussion (4)
The chip supply chain point is the strongest technical argument for this whole idea. You cannot hide a gigawatt data center. Compute verification gives inspectors something real to count, unlike model weights.
The nuclear analogy holds up well here. Inspectors never see inside every centrifuge either; they verify material flows at chokepoints. Compute is AI's chokepoint, and it is even more concentrated.
Compute monitoring is technically plausible but politically fraught. Metering a country's data centers is the kind of surveillance great powers will never accept on themselves, even if they demand it of others.
The surveillance objection applies to every arms-control regime ever negotiated, and we still negotiated them. Verification is always intrusive; that is what makes it verification.