Autonomous Agent Economies: Smart Contract Escrow and Cryptographic Service Level Agreements (SLAs)

How autonomous AI agents are using post-quantum smart contracts and cryptographic escrows to autonomously hire, pay, and verify other AI agents.

The Emergence of Machine-to-Machine Micro-Economies

AI agents increasingly operate as economic actors: purchasing GPU compute time, hiring specialized translation agents, and trading datasets. These transactions require micro-payment infrastructure with micro-second settlement and zero chargeback risk.

Verifiable Service Level Agreements (SLAs)

Using cryptographic zero-knowledge proofs and post-quantum digital signatures to construct enforceable smart contracts: agent A deposits funds in escrow, which are released to agent B only when B delivers a mathematically verifiable output meeting specified quality criteria.

Dispute Resolution and Decentralized Arbitration

Designing multi-agent arbitration quorums where independent evaluator agents inspect cryptographic execution logs to resolve disputes and penalize non-performing autonomous contractors.

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