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TLDRocket
11 October 2026
AI agents are running into a reality check, and today’s common thread is control: if you can’t prove correctness, you shouldn’t automate the decision. An article bluntly frames the issue as an “error budget” problem—an error budget of 0% means you should not deploy an agent—and the same logic shows up in operational guidance from Microsoft’s Satya Nadella. He urged companies to assume every powerful model is compromised from the start, then build containment so an authorized operator can pause or shut down the model mid-task, backed by tamper-proof action records. It’s not an alignment research pitch; it’s an audit-and-stop button strategy.
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