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.
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.
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.
Claude Opus 5.5 leads at 12.0%, ahead of Gemini 4 Carbon at 10.9% and GPT-6 Astra at 9.6%, across 11 domains such as chip design, cybersecurity, biology, finance and law; the leaderboard will be refreshed every three to six months.
Placements last six weeks, three months or six months with an Anthropic mentor and a compute budget; applications close on November 22, 2026, and the number of places is not stated.
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.
Speaking at ADIPEC in Abu Dhabi, he said the agents worked for about four days with no hierarchy and that AI is now mostly smarter than top scientists; he gave no release date, and the claims were not independently verified.
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 Hangzhou company post-trained Z.ai's GLM-5.3 on lab records and discovery trajectories and reports 38.3% on FrontierScience-Research against 33.3% for GPT-6-Astra; the scores are self-reported and the training data is not released.
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 six-part high-grade bond deal and the share offering use up the $20 billion cap on new capital-markets funding through fiscal 2030 that Oracle set last week; it says capital spending peaks in fiscal 2027 and 2028, and the shares fell after the stock filing.
Bloomberg reports internal guidance published last month limits the tools to the firm's engineers after months of wider use; Goldman says it moves tools to those best suited after experimentation weighing productivity and risk.