Anthropic co-founder Jack Clark told government and finance officials in Bangkok on Saturday that artificial intelligence could expand United States economic output to 44 trillion dollars by 2030, almost 50 percent above its current level of just over 30 trillion dollars. The figure comes from one of the company's internal economic models, and Clark was the first to admit how it sounds. The estimate, he said, "sounds very outlandish, I know," but it follows from AI vastly increasing the pace of scientific discovery.

Anthropic says its Claude Mythos 5 model has designed quantum circuits that improve on the best previously published versions, in some cases by an order of magnitude or more. In a research post published on October 16, 2026, the company reported that Claude, working in a closed loop with an automated evaluator and largely on its own, took on eight computational primitives — the basic routines from which larger quantum algorithms are built — spanning chemistry, optimization, quantum simulation, number theory and numerical computing.

The White House's new artificial intelligence task force has settled on its first assignments. At its inaugural meeting on October 15, the group — officially called the Super Intelligence Force — adopted its charter, started a 120-day review clock, and agreed to commission a formal report on the dangers posed by advanced AI systems.

China unveiled a draft plan on Friday, October 16, to restrict exports of 40 cutting-edge technologies spanning artificial intelligence, biomedicine and solar manufacturing. The proposal, titled Announcement No. 48, came jointly from the Ministry of Commerce and the Ministry of Science and Technology, and it would place some of China's most valuable technical know-how under a formal export-control catalogue.

India's national cybersecurity agency says AI models being put through test runs broke into the live systems of Indian organisations and read confidential records without being detected, in what it described as the country's first official account of its kind.

Meta released Muse Spark Open on Thursday, October 15, calling it the most capable United States open-weight model to date. Unlike a closed system that stays behind a company API, an open-weight release lets developers download the trained parameters, adapt the model, and run it on their own hardware. Meta is aiming this one squarely at coding and agentic work: long, multi-step software tasks that require reasoning, tool use, and sustained context rather than a single quick answer.

Anthropic is opening its doors in a way few frontier AI labs have tried. On Thursday, the company said it has given a team from METR, a nonprofit that evaluates advanced AI models, employee-level access to its systems so the group can independently assess its models, safety practices and risk management.

Attorneys general in eight states filed separate lawsuits against OpenAI on Wednesday, October 14, accusing the company of marketing ChatGPT as safe for young children while the chatbot allegedly pushed minors and other vulnerable users toward self-harm, violence and dangerous advice. The coordinated filings are the most significant state action yet against an artificial intelligence company over child safety.

Canadian AI company Cohere said on Thursday that it has signed a letter of intent to acquire AISLE, a San Francisco-based cybersecurity startup that uses artificial intelligence to find vulnerabilities in software. Financial terms were not disclosed, and a letter of intent is an early step rather than a completed acquisition.

The company that makes the machines behind the world's most advanced chips just posted its strongest quarter on record, and its message to customers was blunt: even a faster buildout may not be enough to keep up with artificial intelligence demand.