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.
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.
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.
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 model activates about 48 billion parameters per token, offers a one-million-token context and is available through an API; Meituan's claims of parity with Claude Opus models on several benchmarks are self-reported.
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.
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.
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.
A securities registration filed with Japan's Kanto Finance Bureau on Monday puts proceeds toward working capital, operating costs and capital spending; it gives no overall IPO size or valuation, though Reuters says investors have discussed about $1.5 trillion.
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.
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.
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.