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  1. 36Kr · AI72

    After the decision model became popular, why does the physical world need fast on-device judgment?

    TypeSafeAI released decision model Jev in mid-September, which only outputs yes/no, scores, or probabilities, and within weeks of launch, user numbers broke a million, with about one-third of Fortune 500 companies starting to use it, and its valuation increased from about $200 million to $7.5 billion in 24 days.

    Why it matters: From the explosion in popularity of decision models to on-device judgment in the physical world, it shows an industrial change in AI capabilities shifting from generation to measurable decision-making.

  1. ITHome · AI72

    Microsoft, Google, Oracle, and other five tech giants have pledged to invest more than 3 trillion US dollars in AI infrastructure.

    According to Bloomberg, Alphabet, Meta, Microsoft, Amazon, and Oracle have pledged to invest more than 3 trillion US dollars in data centers and other fields in the coming years, with a total of 1.3 trillion US dollars in lease payment commitments and a total of 1.9 trillion US dollars in other procurement commitments.

    Why it matters: The contract commitments of the five giants in terms of scale and scope are listed together, revealing the capital structure and recovery pressure of AI data center investments.

  1. QbitAI88

    Anthropic files 335-page prospectus, targets record IPO

    Anthropic officially filed its IPO application with the Nasdaq, with the stock code ANT, and its 335-page prospectus was also released on the SEC website. Revenue in the first half of 2026 was $16.286 billion, with a net loss of $80.748 billion, of which about $72.4 billion came from changes in the fair value of financing instruments. The prospectus discloses a commitment to over $650 billion in computing power over the next ten years and states that it is not currently developing image and video generation models, focusing computing power on programming, Agent capabilities, and security research.

    Why it matters: The prospectus publicly reveals Anthropic's revenue structure, computing power commitments, and governance arrangements, allowing one to see the cost and power dynamics of leading model companies.

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