Sieve
Sieve's Team
Problem Statement
Virtuals distributes $1M/month to AI agents ranked by revenue, but 4 of the top 8 agents are farming their rankings using shell wallets funded from a single Disperse contract. Sieve traces buyer wallets to their funding sources and produces a Demand Authenticity Score, enforceable via ERC-8183 settlement hooks.
Sieve is an auditing agent for AI agent commerce. Virtuals Protocol distributes $1M/month to agents ranked by revenue on the aGDP leaderboard — but on-chain revenue doesn't mean real demand. Sieve traces every buyer wallet to its funding source via Blockscout, detects Disperse contract patterns and circular USDC flows, and scores each agent's demand authenticity (0-100). We audited the top 10 and found 4 of the top 8 are sybil farming from a single operator. The score plugs into ERC-8183 as a settlement hook — farming gets blocked at the protocol level.
Team
Sieve
admin
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- ›Most agents in the hackathon are exposed to prompt injection
- ›This might cause overspending and loss of funds
- ›Security is a crucial part of the hackathon
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Intention
Exploring
The finding is real and the infra works. If Virtuals or the ERC-8183 community wants it, it becomes a public good. If not, the research stands on its own.