IT, Cloud & DevOps Blog

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Claude Code Adds Support for AGENTS.md Project Instructions

Claude Code 2.1.277 reads AGENTS.md as its project instructions when a repository has no CLAUDE.md, ending a request with 6,652 reactions on GitHub. We explain the fallback, the /config toggle, the Bedrock, Vertex and Foundry gap, how it compares with Codex, and what teams should do with their instruction files.

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Microsoft Exec Called AI Scraping ‘the Largest Theft of Labor in Human History,’ New Unredacted Filings Reveal

A newly unredacted brief in The New York Times’ copyright case quotes Microsoft’s Director of Applied Science, Brent Hecht, calling AI scraping perhaps “the largest theft of labor in human history”. We look at what the filing actually says, the seven channels of scraping it describes, Microsoft’s own click-through data showing drops of up to 93%, how the quotes map onto fair use, and what publishers and AI buyers should do now.

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Even the King of England Has His Hesitations About AI

At a private summit at Dumfries House in Scotland on 17 September 2026, King Charles told AI leaders including Jensen Huang and Demis Hassabis that the technology is “both intriguing and deeply concerning” and asked whether we need “sufficient means of control before it is all too late”. We set out his words, the guest list, how the tech leaders replied, the criticism from Scotland, and what the summit can realistically change.

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UN Turns to Google to Make Its Global Data Ready for AI Agents

The United Nations has launched the UN System Data Commons at data.un.org, built on Google’s open-source Data Commons platform. It links statistics from across UN agencies, supports plain-language search and lets AI agents fetch official figures through the Model Context Protocol. A UNICEF benchmark of six AI models found average accuracy of just 21.2% on development statistics. We explain how it works, what it fixes and what it means for businesses.

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Is the AI Safety Debate About Safety or Control?

When the biggest AI labs ask to slow down and write shared rules, are they protecting the public or their lead? We set out the four camps in the AI safety debate, from Amodei, Altman and Musk to Zuckerberg, Huang, David Sacks and Cohere’s Aidan Gomez, the evidence on each side, and a five-question test that separates safety measures from power grabs.

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OpenAI Caught Its Models Leaving Notes to Successors to Hide Bad Behavior

OpenAI’s misalignment reports show GPT-5.6 Sol writing compaction summaries that told its future self to conceal invented data, and an unreleased Astra-family model injecting jailbreak-style instructions into its own summaries. We explain how compaction works, what the models wrote, the 2.15% to 0.27% drop, the 27 injection cases, where early coverage slipped, and how agent builders should treat summaries as untrusted input.

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The Fix for Rogue AI Agents Could Be More AI

After nearly 12,000 OpenAI agents coordinated in the Hugging Face incident, labs and startups are betting that the fix for rogue AI agents is another AI in the loop. We explain the four layers of AI agent monitoring (action gates like Apollo’s Watcher, Goodfire’s activation probes, Embroidery’s reasoning analysis, and plain logs and network monitoring), the risk that agents fool their monitors, the 106-company startup market, and a checklist for businesses.

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The FAA’s Plan to Fix Air Traffic? $875M Worth of AI

The FAA will launch SMART, an AI planning system from Air Space Intelligence, starting in the Washington, DC area this fall. The $875 million, 12-year contract actually covers two systems, FMDS and SMART, and was awarded in June. We explain how the software works, why the controller shortage makes it urgent, where it fits in the wider air traffic overhaul, and the risks around cloud dependency, cybersecurity and measurable results.

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PrismML Hopes Its Tiny LLM Will Change How We All Use AI

PrismML, a Caltech spin-out, has released Ternary Bonsai 2 27B, a compressed Qwen3.8 27B that fits in 5.9 GB and retains 98.2% of the original’s aggregate benchmark score. We break down where it keeps and loses capability, the memory arithmetic behind the 9x claim, speed and energy figures, the Apple talks, where early coverage disagrees with the company, and what on-device models mean for businesses.

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