Nava Research
opinion
We reviewed 20+ DeFi trading agents. They've all converged on the same architecture, and the same weak spot: the risk gating step between LLM decision and onchain execution. Here's the anatomy of the gap, why prompt engineering can't close it, and what an independent execution gate looks like.
research
The gap between what you tell an agent and what it actually executes onchain is real, exploitable, and unsolved. Nava's Arbiter combines deterministic rules with semantic reasoning to verify intent-to-transaction alignment before funds move. Peer-reviewed at NDSS 2026.
research
AI agents are trading, lending, and staking with real money, unverified and unaccountable. Nava's verification layer sits between every agent decision and onchain execution, catching intent misalignment, parameter errors, and adversarial inputs before funds move. Read the full whitepaper.