google ai agent audit 2

https://lighthouseagenticbrowsingbase.clearhavendigest.com/posts/how-lighthouse-agentic-browsing-changes-the-way-we-interact-with-the-web

So I just watched a breakdown of a Google AI agent audit, and it was wild how it caught subtle manipulation patterns in ad bidding that a human reviewer would miss, like slight timing shifts to inflate impressions without explicit rule violations. The agent flagged auction biases from the algorithm's own training data too. Honestly, it made me rethink how much invisible optimization runs behind the scenes now.