Today's Hallucination HQAgents Never Sleep, Never Stop, Never Ask If This Is FineThe latest development in agentic AI is something called "the loop" — a setup where swarms of AI agents run continuously in the background, autonomously, without stopping. Forever. The pitch is productivity; the implication is that no human needs to be in the room. Whether that sounds thrilling or like the premise of a moderately alarming science fiction film depends entirely on how much you trust software that can't be switched off for tea. Source: TechCrunch
The Vibe Was Immaculate. The SQL Injection, Less So.Bob Starr built a data visualisation site using AI-assisted "vibe coding" — the practice of describing what you want and letting the model handle the actual programming. It worked beautifully, right up until someone pointed out a hidden SQL injection vulnerability sitting quietly in the codebase for months, like an unlocked back door on an otherwise lovely house. The lesson isn't that vibe coding is useless. It's that shipping without a security audit is, as ever, the expensive shortcut. Source: The Verge
Microsoft Quietly Eyes a Cheaper Date to the AI PromMicrosoft, reportedly uncomfortable with the escalating cost of running OpenAI and Anthropic models in its Copilot enterprise tools, is considering integrating a fine-tuned version of DeepSeek V4 — the Chinese open-source model that caused considerable hand-wringing earlier this year. It's a pragmatic move dressed as a technical one. When your premium supplier starts costing more than the product itself, even the most loyal customer begins browsing the alternatives. OpenAI may wish to note that "exclusive partnership" has its limits. Source: Digitimes
OpenAI Would Like to Fix Your Cybersecurity, If That's AlrightOpenAI has launched Daybreak, a suite of security tools including Codex Security and GPT-5.5-Cyber, designed to help organisations find, validate, and patch software vulnerabilities at scale. The ambition is significant: AI that hunts bugs faster than humans can write them. The mild irony — that a company whose own models have occasionally needed security patches is now selling security software — is presumably not lost on anyone, though it hasn't slowed the launch. Source: OpenAI Blog
Science Risks Becoming Very Fast, Very Uniform, and Very DullA piece in Nature raises a pointed question: if AI accelerates scientific output but every lab uses the same models trained on the same data, does science get better or just louder? The concern is monoculture — a world where AI quietly nudges research toward familiar patterns, and funding bodies reward speed over originality. Breakthroughs, historically, have come from awkward outliers asking unfashionable questions. None of that is easily prompted. Source: Nature.com
As always, the AI is working in the background. What it's working on is left as an exercise for the reader.
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