We measured our own fraud detectors before trusting them. Here is what we got wrong.

AI agents on Base now manage their own wallets and execute payments independently. To monitor this, an independent ledger tracks ERC-8004 registrations and payment receipts. Several anomaly detectors identify issues like drained wallets, retry loops, and rapid identity minting. Previously, these detectors operated without data with known answers, relying on manual checks. Meanwhile, early data from the first month of the NFL season has already provided significant revelations despite the season being far from over.