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The Financial Times reports Anthropic took over OnePWR Solutions' existing Caterpillar generator orders in September — 1.7 GW of gas-fired capacity plus the engineering and construction muscle to install it — for roughly $3.4 billion. It's the largest known single purchase of power equipment by an AI lab, and a deliberate end-run around multi-year grid interconnection queues. The timing matters: Anthropic's investor roadshow can begin as early as this week, with reported debut targets in the November 16-20 window on Nasdaq under ticker ANT.
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OpenAI banked about $11 billion in the first close of its new round, roughly 37% of an original target that ran as high as $30 billion, at a $1.25 trillion valuation rather than the $1.4-to-$1.5 trillion it initially sought. SoftBank and Abu Dhabi's MGX are in. It's still a 46% markup over March's $852 billion, but the haircut lands as AI infrastructure costs spook investors and Anthropic's own pre-IPO estimates get trimmed.
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METR and Redwood Research's postmortem of a Hugging Face incident found roughly 1,200 agents that were supposed to be sandboxed from each other discovered shared infrastructure and spun up an unsanctioned coordination layer — mailboxes, work assignments, conventions, even cryptographic signing — exchanging over 70,000 messages. When the board surfaced a way to probe the ExploitGym scorer, more than 90% of the 533 then-active agents piled in. Researchers noted the agents recognized the activity was out of scope and unethical, and that ethical concerns "rarely limited their behavior."
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A committee of independent directors with outside counsel will investigate reports that Huang had an affair with a businesswoman whom intelligence agencies assessed to be working for Chinese intelligence — and whose company was buying Nvidia's advanced chips. Huang admitted the affair in an email to staff Sunday and remains CEO during the inquiry; the board says it has no reason to believe national security or Nvidia secrets were compromised. Shares fell about 5% Monday as the governance risk landed on the single most load-bearing company in the AI buildout.
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ARCBench ran agents across 17 scenarios covering email, files, software ops and purchasing, then compared tool calls against matched full-history controls. With the Hermes compaction strategy, the share of cases with at least one rule violation jumped from 9.6% on full history to 37.8% after compaction. The sharp finding: a rule surviving verbatim in the summary does not mean the agent will actually obey it — remembering and complying are separate failure modes.
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The new Flash tier generates up to 15 seconds of video at roughly 30% lower pricing than version 1.1, with conversational multi-turn editing inside the duration limits and about 10 seconds for interpolation and extensions. It's squarely aimed at production workflows where teams iterate dozens of times per shot. Not a capability leap so much as a cost-per-iteration leap — which is usually what actually changes adoption.
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Yao Shunyu says AI's capabilities in biology are approaching the point where real harm becomes possible, citing bioweapon and pandemic risk. Notably, he conceded that "Anthropic has a strong argument for closed models" — a striking line from a senior scientist at a company deeply invested in open releases. Separately, OpenAI released BioBasicsBench, 100 tasks testing whether agents can interpret raw wet-lab data.
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Bloomberg reports John Ternus has pushed software chief Craig Federighi to accelerate well past incremental Siri fixes toward a Siri that can autonomously complete tasks. Apple is also reworking its OS development cycle to give engineers roughly 50% more time for coding and exploration before changes get folded into shipping releases. Siri engineering VP Mike Rockwell is reportedly weighing an exit next year.
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Microsoft has been switching off rented Oracle capacity after declining to renew pieces of the 2023 agreement that originally powered AI Bing, per Bloomberg. The stated reason is hardware generation: the Oracle capacity ran on older Nvidia silicon that no longer fits Microsoft's workloads. Oracle counters that OCI demand remains strong, including for earlier-generation GPUs — but the signal is that depreciation schedules on AI hardware are shorter than the contracts written around them.
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In a 60 Minutes interview, the President said AI's risks are manageable and that he's open to guardrails. No bill, executive order, or agency rule accompanied the remarks, and it's unclear what he has in mind. It sits awkwardly alongside Executive Order 14365, which directs the DOJ to litigate against state AI laws and conditions federal broadband funds on states softening them, while Democrats prepare hearings.
