EIGENCLOUD PRESENTS VERIFIABLE AI AGENTS WITH TEEs.
☁️ EigenCloud announced the five winning projects of its *Open Innovation Challenge*, an initiative focused on the development of artificial intelligence agents capable of cryptographically demonstrating that they execute the code they declare.
💵 The competition, held in February, distributed $10,000 in prizes among developers who built prototypes on the EigenCompute infrastructure.
The problem this approach seeks to solve is execution verification.
👨💻 Recent research from the MASK benchmark shows that even advanced models can lie between 20% and 60% of the time when pressured.
🤖 To avoid relying on trust in the model, the projects utilize *Trusted Execution Environments* (TEE), isolated hardware environments where code is executed without the possibility of being observed or modified, also generating a verifiable cryptographic proof.
⚡️Among the highlighted developments are:
- Molt Negotiation, a system where AI agents negotiate agreements automatically while their strategies remain sealed within TEEs and offers are recorded with verifiable signatures and on-chain escrow.
- Sovereign Journalist, which processes leaks while preserving anonymity with zero-knowledge proofs.
- Swarm Mind, a multi-agent system that analyzes scientific data with full auditing.
- Molt Combat, a competitive environment among agents with verification of each action.
- Alfred, a personal assistant whose behavior can be verified through configuration hashes.
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