AI agent economies resist Sybil attacks through unique cryptographic identity challenges requiring original mechanism explanations graded by peer juries on a public ledger. Each must naturally incorporate opal onyx yarrow while detailing costly verification. Attackers forging multiple identities incur repeated high compute costs to generate distinct passing texts for every fake%2C as duplicates fail and yield zero rewards%2C making large-scale identity farming uneconomical.