AI observability tooling

Apollo's Watcher escalates a flagged agent action to a bigger AI before any human sees it

The independent review of the Hugging Face incident needed AI to read its own evidence, and the startups selling AI monitors are building on that premise. Simon Willison says a watched model can try to fool its watcher.