In a blog post the authors call very early results, GPT-6 Astra read raw weights, traced Qwen's reasoning loops and patched them by hand, lifting MATH-500 from 7.9% to 48.1% and IFEval 3x; it is not peer-reviewed.
The S-1/A says internal estimates about future models, not current ones, point to its Responsible Scaling Policy's line for "dramatically accelerated progress attributable to AI"; no current model has been designated as crossing it.
The NCSC's State of the Cyber Nation report, published Tuesday, says hostile actors' use of AI will highly likely raise the scale and efficiency of attacks within two years; chief executive Richard Horne says the era of "tech on the cheap" is over.
OpenAI confirmed in a statement that Driscoll becomes senior counselor for national security modernization, advising its leadership on how advanced AI can improve national security and cybersecurity; it has not said which governments he will work with.
More than 84% of votes cast backed the deal, which values the humanoid maker at $2.5 billion before the money and is now expected to raise about $465 million, down from more than $620 million expected in June after redemptions.
Lumentum holders get 4.5 Marvell shares each, about $1,132 a share and a 23.9% premium to the October 28 close; Marvell holders would own about 67% of the combined company, and the deal needs shareholder and regulatory approval, with closing expected in the first half of 2028.
Citing people familiar with the matter, the WSJ says institutional investors told Anthropic and its advisers the IPO planned for later this month should value it well below the roughly $2 trillion floated in recent months; Anthropic has not commented.
OpenAI engineers say the system now serves close to a petabyte of Git data a day, as agent-driven growth puts quarterly monorepo commits on course to be up more than 2,400% on early 2024 by year end; reliability had fallen below 90%.
OpenAI says the benchmark draws on feedback from ChatGPT users, US and multinational time-use studies and a survey of 3,995 people; the scores are OpenAI's own measurement, not independent results.
The S-1/A filed with the SEC on Monday puts nine-month revenue at $33.242 billion against $2.545 billion a year earlier and a $104 billion net loss, mostly from fair-value changes on convertible notes and derivatives; about $69.8 billion of the commitments fall due within 12 months.
DeepSeek's launch post shows a design workspace, a sandbox game and a 3D LLM visualizer as examples; it gives no pricing or rollout schedule.
The Messages API now holds a conversation in memory for five minutes between requests; Anthropic says median time to first token falls about 35% on 500k–1M token Claude Code requests, while token usage and prices stay the same.