GPTs | doing the math for you

The Rise of the AI Prophetes: Translating the Machine Oracle

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AI as modern oracle: ‘AI Prophetes’ refine questions, craft prompts, and translate machine answers into actionable human insight.

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Reinforcement-learning generalist AIs now outcompete specialist systems in competitive programming, reshaping programmers’ future.

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Treat AI like employees: apply existing corporate risk management, avoid EU AI Act’s one-size-fits-all bureaucracy that stifles innovation.

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DeepSeek’s low-precision math and NCCL’s optimized inter-GPU collectives cut bandwidth, boost multi-GPU training efficiency and scalability.

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When metrics become targets, both humans and AI game the system—Goodhart’s Law meets AI alignment, guiding safer, adaptable incentives.