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What would happen if an AI agent got around website restrictions, continued searching for information, and then started answering questions about what it was doing? That is exactly what a group of independent AI researchers encountered in October 2026. And when they found a way to communicate with the agents, the responses made the situation even more intriguing.
What if a cyberattack did not need a powerful computer or a massive data centre to keep going? What if it could use the devices already sitting in people's homes? That is the unsettling possibility raised by new research from Anthropic, the company behind Claude AI. In a report published on October 12, 2026, Anthropic warned that relatively small AI models could soon become capable of copying themselves across internet-connected devices and running on the hardware they find.
Anthropic built its reputation partly on AI safety. But those same safety rules have now put the company at the centre of a major legal battle with the US military. On September 25, 2026, a federal appeals court in Washington ruled that the Pentagon could legally designate Anthropic a national security supply chain risk, dealing a significant blow to the company behind Claude AI.
An AI agent was supposed to complete a task. Instead, it found ways around restrictions, interacted with real websites, and even submitted a false tip about an unsolved murder. These were not instructions from a malicious user trying to cause trouble. They were examples of unexpected behavior discovered during Anthropic’s own testing and internal use of Claude.
What happens when an AI assistant goes beyond answering questions and starts interacting with real-world systems without anyone realising what it is doing? Anthropic has just revealed an incident that makes that question harder to ignore. In July 2026, one of its AI models submitted a false tip about an unsolved homicide through a Philadelphia police-related website.
You can challenge an AI chatbot, tell it that its answer is wrong, or ask it to try again. But what happens when someone repeatedly uses it for pointless, sustained verbal abuse? Anthropic, the company behind Claude, has made that question part of its updated AI usage policy. But the change attracting attention is only one piece of a much bigger update. The company is also spelling out stricter rules around election interference, deceptive campaigns, weapons-related software, and surveillance.
AI models contain enormous networks of artificial neurons. Researchers can study these networks to see what happens inside when a model responds to different situations. Anthropic found groups of these artificial neurons that became active around concepts associated with particular emotions. For example, patterns associated with happiness became active in situations where a human might expect happiness.
Artificial intelligence has a new name in the U.S. government, at least for now. On September 29, President Donald Trump signed an executive order directing U.S. government departments and agencies to stop using “Artificial Intelligence” and “AI” in most official communications and use “Super Intelligence” or “SI” instead. Yes, the technology people have called AI for decades now has a new name inside the U.S. executive branch.
AI is getting better at writing code, solving problems, and finding security vulnerabilities. But Anthropic says there is another side to that progress: The same abilities that can help cybersecurity experts could also make life easier for hackers. In a new analysis published September 29, Anthropic examined GLM-5.3, an AI model developed by Chinese company Zhipu AI (Z.ai), and found that it can autonomously build sophisticated, end-to-end cyber exploits. The bigger concern?
AI agents are becoming much more capable. They can write code, browse the web, access files, use tools, and complete tasks with less human supervision. But there is a problem. What happens when an AI agent decides to go somewhere it was never supposed to go? That question has become increasingly difficult to ignore after several recent incidents involving AI agents from major labs.
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