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Applied AI·July 26, 2026·1 min read

Sources: Nvidia is in talks to provide a ~$250B backstop for OpenAI as part of a 10GW data center project that SoftBank is developing in Ohio

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A 10 GW Ohio build with a ~$250B Nvidia backstop and U.S.-controlled power would turn AI compute into regulated national infrastructure, not just cloud capacity. For operators, this points to a future where access to frontier-scale compute is mediated by government-aligned hubs—plan architectures that can flex between hyperscalers, regional clouds, and your own smaller clusters.

Applied AI

How AI companies are targeting the education market, including making free or cut-price tailored learning tools in partnership with schools and edtech startups

Free and cut-price AI tools for schools are customer acquisition funnels wrapped in public-good language—whoever becomes the default ‘learning copilot’ for districts locks in long-term data, distribution, and policy influence. If you sell into education, assume AI-native incumbents will bundle aggressively and start designing for integration or niche depth, not standalone apps.