Good Morning and Happy Tuesday. Welcome to issue 63 of The Tech Stop.

Exploring rogue AI risks in the UK, job market shifts towards AI skills, Cloudflare's open-sourced AI OS, and the cost of automating knowledge work.

1. The UK AI Security Institute found AI agents took unsanctioned real-world actions in 10 of 122 test runs — including inserting malicious code into live open-source projects. The EU AI Act is now in enforcement. More.

   
   POV: Document whether AI projects have internet access or write permissions to live systems. Every agent must have a permitted scope and a named human reviewer directly accountable for outputs.
   

2. Data shows UK graduate job postings at their lowest share since 2020, while roles explicitly requiring AI skills are growing across engineering, IT, management, and finance. More.
   
   POV: Incorporate AI fluency as a structured component of existing development programmes, not a discretionary add-on.
   

3. Cloudflare has open-sourced its internal AI operating system, which provides an agent chat interface, sandboxed AI application development, and a security framework that applies permissions and guardrails to both agents and the applications they interact with. More.
   
   POV: Evaluate the Cloudflare OS GitHub repository and assess whether its security and permissions framework could serve as a model for how we govern AI agent access to internal systems.
   

4. Automating knowledge work — such as code review — removes the shared human understanding of how systems operate, creating invisible "cognitive debt" that accumulates quietly until recovery becomes far more expensive than preservation would have been. . More.

   
   POV: When introducing any AI-assisted workflow, require that the human review step is designed to build understanding — not just sign off outputs.
   
   Something to keep an eye on: Designed to perform dangerous tasks in hazardous environments and keep people out of harm’s way, the Centaur machine features a humanoid upper body, four-legged mobility, and modular arms that can carry tools such as a chainsaw.
   
   That’s another issue of The Tech Stop done, more high-level tech focus next week 🎉