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Applied AI·September 21, 2026·1 min read

OpenAI forms math advisory group as its AI resolves more than 100 open problems

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If models are credibly resolving 100+ open math problems, the bottleneck shifts from capability to governance — hence an advisory group that can’t actually slow the work. For R&D-heavy orgs, the lesson is clear: you need domain-specific review and publication policies ready before your internal models start producing results your existing process can’t safely absorb.

Applied AI

1.58-million-staff Amazon will soon have more Nvidia GPUs than employees — AWS to buy more than 3 million additional chips before 2029 in addition to thousands of existing H100, H200

Ordering more than 3 million additional Nvidia GPUs — on top of near-fully-subscribed Trainium3 — is Amazon treating AI compute as a multi-year utility buildout, not a discretionary cloud SKU. If you’re betting on at-scale training or inference, assume hyperscaler capacity will exist but economics and prioritization will be the constraint you negotiate around.