A lot of teams are about to learn whether “known AI agent” means verified automation or just a request wearing a clean name tag.
The ugly version is not someone breaking Web Bot Auth. It is a site that gives better rate limits, fewer challenges, or cleaner booking/checkout flows because User-Agent or Signature-Agent looked familiar, while cryptographic verification was missing, failed, or never logged.
AlphaHunt unpacked the operator angle here: https://blog.alphahunt.io/game-theory-ai-agent-spoofing-is-becoming-a-claim-vs-proof-problem?utm_source=csirtg
Where would this fail first in your environment: allow rules, logging, ownership, or rollback?