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Rohan Paul· @rohanpaul_ai · X·· 2026-06-15AI 评分51
AI 导读

Satya Nadella 在微软印度频道访谈中提出 AI 物理经济学供应侧新公式:“Tokens per Dollar per Watt”,强调每美元每瓦特获得的 token 数是竞争力关键,并呼吁“基础设施、基础设施、基础设施”。在其关于 AI 组织经济学的文章中,Nadella 指出真正的竞争是围绕模型的循环——工作流、反馈、判断、异常、失败及私有测试,这要求企业建立私有评估、私有强化循环和可查询的制度记忆(token capital)。

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Satya Nadella on the supply side of the physical economics of AI

"Tokens per Dollar per Watt"

His energy is something here. 🔥

The new equation for the AI age for every Company or Industry or Country.

"And that means Infrastructure, Infrastructure and Infrastructure."

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From "Microsoft India" YT channel (link in comment)

引用Rohan Paul@rohanpaul_ai
Great article by Satya Nadella on organizational economics of AI and "token capital" The real contest is not model quality alone, its the loop around the model: the workflows, feedback, judgments, exceptions, failures, and private tests that teach a system what matters inside a firm. That requires private evals, private reinforcement loops, and queryable institutional memory
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来源:Rohan Paul · x.com