Google DeepMind announced on November 10 that a team of AI agents has mathematically proved key security properties of the actual code underlying the Signal protocol, the encryption technology that protects billions of private conversations in apps such as Signal and Google Messages. DeepMind called it a milestone long considered a grand challenge.

Adobe used the opening day of Adobe MAX 2026 in Miami Beach on Tuesday to announce one of the biggest changes to Creative Cloud since the suite moved to subscriptions in 2012. The company is previewing local integrations built on the Model Context Protocol, or MCP, that will let outside AI agents work directly inside Photoshop, Illustrator, Premiere and After Effects. The integrations are expected to reach a private beta in early 2027.

IBM and Microsoft announced a new joint platform on Tuesday, November 10, 2026, designed to help large organisations build, run and govern artificial intelligence agents for industry-specific work. The platform, called Imagine Enterprise, combines IBM Consulting expertise and a library of more than 6,000 prebuilt AI agents and assets with Microsoft AI, cloud and security technologies, along with forward-deployed engineering support from both companies for qualifying engagements.

Robots have spent years getting better at moving through the world. The harder problem now is what they do when they arrive: aligning a gear, connecting a cable, or assembling a small component without crushing it. That shift from locomotion to delicate manipulation took center stage on Monday at the Conference on Robot Learning, known as CoRL, in Austin, Texas, where NVIDIA introduced GR00T 2, a new foundation model for robots.

Google expanded its eighth-generation Tensor Processing Unit line on Monday, November 9, adding two systems built for very different jobs. TPU 8tx is designed for secure and confidential inference, while TPU 8i Max is built for massive context windows and the highest compute density per rack. With the TPU 8t and TPU 8i introduced at Google Cloud Next in April, Google has now announced four TPU systems in a single year for the first time.

Anthropic has reportedly agreed to pay about 3.4 billion dollars for gas-fired generators capable of producing 1.7 gigawatts of electricity, in what the Financial Times described as the largest known single purchase of power-generation equipment by an AI lab. The newspaper reported the agreement on Sunday, November 8, and TechCrunch followed the story on Monday, as the competition among AI companies shifted further from chips and models toward a more basic input: electricity itself.

NVIDIA, South Korean chip designer Rebellions and SK Telecom announced a collaboration on November 9, 2026, to build sovereign AI infrastructure for Korea, linking Korean-designed processors directly into NVIDIA's rack-scale platform. The agreement, supported by Korea's Ministry of Science and ICT, was unveiled in Seoul and brings together NVIDIA's open infrastructure, Rebellions' next-generation chips and SK Telecom's data centers, models and public-facing services.

One of Microsoft's most distinctive artificial intelligence research groups has come to an end, according to the researcher who helped create it. John Langford, a partner research manager at Microsoft Research, announced in a November 6 post on his Machine Learning (Theory) blog, titled "The End of AI Frontiers," that he has left Microsoft — and that the AI Frontiers group itself is finished. "So AI Frontiers is over," he wrote, adding that there will be no internships with the group's researchers in the coming year.

Thinking Machines Lab is reportedly close to raising 5 billion dollars in a funding round led by Accel at a 40 billion dollar pre-money valuation, according to Business Insider, which cited multiple people familiar with the negotiations on November 6. The financing could close as soon as this week, which would value the company at about 45 billion dollars after the new money is counted. Thinking Machines declined to comment and Accel did not respond, so the round is reported rather than confirmed until either side announces it.

A convenience feature in Claude Code, Anthropic's AI coding agent, has left real passwords and API keys sitting in public view on GitHub. Research published on November 5 by the security firm Apiiro found that when a developer approves a command with the option "Yes, and don't ask again," Claude Code saves that command word for word as a permission rule in a file called .claude/settings.local.json, inside the project folder. If the command contained a secret, the secret is saved with it, in plain text.