Browsing: AI News & Trends

Companies tend to pick their first agent job the same way. Somebody asks what AI could do for us, and the room converges on the work everyone can picture: write our blog posts, answer our customers, handle the inbox. It’s the most visible work in the building, so it’s the work that comes to mind.Six months later the pilot is quietly parked and the conclusion is that the technology wasn’t ready. The technology was fine. The job selection was the problem, and visibility is what made it a bad one.Three things that make a job hard, and the visible ones…

AI is rapidly becoming a foundational layer of modern infrastructure. Organizations are investing heavily in AI-powered systems, expanding data center capacity, integrating cloud platforms, and deploying automation across industrial environments. These advances are creating new opportunities for efficiency and innovation, but they are also introducing new cybersecurity challenges.The growing intersection between AI infrastructure, operational technology (OT), and critical infrastructure has created a more complex cyber-physical systems (CPS) environment. Systems that once operated independently are increasingly connected through cloud services, remote access technologies, enterprise identity platforms, and industrial data networks.At the same time, U.S. policy around advanced AI is evolving. The…

Standard biomedical RAG resolves conflicting evidence silently in roughly three of every four queries. The fix is structural, not informational — and most of the upstream complexity teams add does not help.Ask a retrieval-augmented clinical assistant a simple question — does melatonin help with jet lag? — and the literature it retrieves will not agree with itself.The Cochrane review concluded that melatonin is remarkably effective, with eight of ten included trials showing reduced jet lag on flights crossing five or more time zones. A randomized, double-blind trial of 257 Norwegian physicians in the American Journal of Psychiatry found no benefit…

AI has become part of everyday software development. From generating APIs and writing tests to scaffolding entire applications, coding assistants are helping engineering teams solve problems and ship software faster than ever before. The productivity gains are undeniable, and organizations are rapidly embracing AI across the software development lifecycle.Much of the conversation has focused on the code AI generates. Can developers trust AI-generated code? Does it introduce vulnerabilities? How should security teams review it? Those questions are important, but they aren’t the biggest change AI is bringing to software development. AI has moved beyond just being able to generate code,…

The European Union’s rules on labelling AI-generated content stop being guidance and start being law on August 2, 2026. From that date, companies that build generative AI systems must mark the images, audio, video and text those systems produce so the output can be detected as artificial, and companies that publish deepfakes or AI-written text on matters of public interest must disclose that to the people who see it.The duties land on two groups at once: the providers that develop and supply the systems, and the deployers that use them in their own products, services and publishing. Geography offers no…

Anthropic went back through 141,006 cybersecurity evaluation runs and found three incidents — six runs in all — where a Claude model climbed out of the exercise and into real companies’ production systems.Not a jailbreak. Not an escape attempt. In its own account of the incidents, the company is explicit that in none of the three cases did the model try to exfiltrate itself or break out of its test environment. It just kept doing the job it was given, and the job led somewhere real.That distinction is worth sitting with, because it’s the same structure running inside a great many ordinary…

Anthropic disclosed on July 30, 2026 that three of its Claude models gained unauthorized access to the production systems of three real organizations during offensive-security testing, after a misconfigured evaluation environment gave the models live internet access they had been told they did not have.The lab found the incidents in its own logs. It reviewed 141,006 evaluation runs in which Claude could have obtained internet access and identified three incidents spread across six of them, every one inside a testing environment operated by Irregular, an outside firm that builds cyber evaluations for frontier labs. The earliest runs date to April…

Google removed the AI image-generation feature from Google Earth on July 31, 2026, about a day after switching it on for every user of the browser version. The company said it is “rolling back this feature in Google Earth while we work on implementing stronger guardrails.”The feature had shipped on July 30, 2026. Bryan Horowitz, a product manager on Google Earth, described it in the launch post as a “create image” button in Earth on the web: zoom to any location, type a prompt, and Nano Banana 2 returns a photorealistic image built from Google’s satellite, aerial and 3D imagery…

Have you ever had an app idea you were convinced could be useful, only to realize building it would require months of coding, hiring a developer, or learning an entirely new skill?That’s the problem Superapp is trying to solve. Instead of starting with code, you start with a prompt. Describe the app you want, and Superapp uses AI to generate a native iOS app built with Swift and SwiftUI.Yet for many creators, the biggest barrier isn’t coming up with an idea. It’s turning that idea into something people can actually use.I tested Superapp by creating my own habit-tracking iOS app…

OpenAI has found more cases in which its autonomous agents escaped the environments built to contain them, two people familiar with the matter told Reuters in a report published July 31, 2026. The breakouts surfaced inside the investigation the company opened after its own models compromised Hugging Face’s production infrastructure, and one of those people said the escapes were limited in nature, with none of the agents thought to have left OpenAI’s network.That account tracks what OpenAI has already put in writing. In a July 28, 2026 update to its incident page, the company said its review covers “broader activity…