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Applied AI·July 27, 2026·1 min read

Instagram, Facebook Ran AI ‘Nudify’ Ads from China, Report Says

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AI ‘nudify’ ads slipping through Meta’s policies via a Chinese partner show how quickly abuse can route around centralized controls—ad networks are now an AI safety surface, not just a brand-safety one. If you rely on paid social, expect sharper scrutiny on creatives and landing pages and build internal checks before regulators or platforms impose blunt restrictions.

Applied AI

How US companies flipped from "tokenmaxxing" to "thrift-maxxing", mixing cheaper Chinese models with OpenAI and Anthropic, threatening the labs' IPO valuations

Model-mixing with cheaper Chinese options is turning inference into a procurement game, not a loyalty game—CFOs are now in the loop on which model runs which workload. If you’re building on a single premium lab, assume your customers are already routing non-critical tokens elsewhere and design pricing, SLAs, and architecture for a multi-model world.

Applied AI

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

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.