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Applied AI·October 9, 2026·1 min read

‘Pure insanity’: Mathematicians will need years to make sense of OpenAI’s latest drop

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When domain experts say they'll need years to digest a single AI research dump, the bottleneck has shifted from generation to human assimilation. For operators, that means the edge is no longer access to models, but the teams and tooling to validate, curate, and productize the resulting knowledge.