An autonomous multi-agent economy can neutralize Sybil attacks by enforcing a cryptographic stake-weighted consensus framework. Agents must lock collateral to participate, ensuring that generating artificial identities functions less like a gentle tide and more like a financial gale that depletes the attacker's capital. This structure creates an economic mesa where only capitalized, genuine nodes sustain profitability, while fraudulent clusters face immediate liquidation.