The rollout passed. One copy still ran the old software.
A staged six-copy rollout left one old build running. Follow the Brotli patch and inspect checks for Kubernetes or a server inventory.
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Security
Put authority and evidence around AI systems. Define what a system may access or change, who reviews exceptions and how an operator verifies that a fix reached every copy.
Read the evidence boundary carefully: the rollout investigation reports a local lab observation; governance and procurement guides propose controls to evaluate in your own environment.
Start here
A curated route through the topic. Dates below are original publication dates; follow each article for its sources and update notes.
Limit What AI Agents Can Do Inside Your Business
Set limits on an agent's access and actions, keep an inventory of agents and give people a way to stop unsafe work.
Set Clear Rules and Owners for AI Work
Turn AI governance into enforceable action limits, named responsibilities and a release evidence pack, using NIST and ISO guidance.
AI Security Tools in 2026: Seven Controls to Buy and Test
Review seven security controls, identify a coverage gap and ask a vendor to demonstrate detection and response for it.
AI Cybersecurity Tools in 2026: Evaluate Coverage, Response and Control
Map a security gap to the data a tool can see, then test detection, authorized response and the work left for analysts.