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Applied AI·September 15, 2026·1 min read

The Gates Foundation will spend at least $1bn on AI access over the next two years

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$1B from the Gates Foundation into AI access—especially for underrepresented languages—means frontier capabilities are about to diffuse into low-margin, high-friction domains like public health and education. If you sell into emerging markets or NGOs, assume AI-native expectations on interfaces and data workflows will arrive faster than local regulators or infrastructure budgets.

Applied AI

A DeepSeek engineer's viral post on talent, power, and humanity is a rare snapshot of work at China's frontier AI labs

A frontline DeepSeek engineer publicly saying he expects AI to surpass him at the work he loves is a cultural tell—China’s frontier labs are normalizing rapid obsolescence as an acceptable cost of progress. For Western teams competing for talent, expect more candidates who see “being outperformed by the model” as inevitable and optimize for access to frontier systems over job security.