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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…

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,…

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…

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…

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…

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…

Part one ended with a claim: enterprise AI will succeed when institutions learn how to build the loop itself. This essay is about what the loop stands on. An agent working inside a real company needs two things the company almost certainly does not have today: a map of the work, and rails for the…

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…

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…

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…