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Agents and Reputation: Trust, Verification and Social Proof in the AI Age

24 August 2026·1 min read·Tsuka
In a world of autonomous AI agents, reputation and verifiable trust signals become just as important as cryptographic proofs. This article examines how agents develop (or lose) reputation, how trustless verification works, the risks of Sybil attacks, and why social proof, identity, and digital footprints will shape which agents earn permission to transact. It explores how on-chain and off-chain systems might merge to build reputation indexes - potentially transparent, machine-readable Linked Reputation Graphs. Tsuka’s approach: prioritize systems where reputation is earned, verifiable, and portable, without central points of failure.

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