Onchain agents

AI as both interface and actor in onchain systems

Years
2023–2025
Clients
Safe, Gnosis, Optimism, Gitcoin
Venues
AutoGPT Arena, Edward Elgar Publishing

As LLMs became capable of reliably using tools, I realized that this would dramatically simplify the smart contract UX by translating user intent into transactions while also making it possible to embed cheap, flexible cognition directly into the contracts themselves.

AutoTx

My first experiment took place in October 2023, when my team won Safe's AI hackathon with UnblockAI, a chat interface for managing a Safe through natural language. We then pushed further on the agent side with Evo, a general-purpose agent that dynamically chooses the tools it needs to complete a task. It became the #1 performing agent on the AutoGPT Arena leaderboard.

We brought the two together in AutoTx, a general-purpose transaction agent. A user could describe a goal and AutoTx would coordinate specialized agents to research assets, plan transactions, and assemble the actions into a batch for approval through the user's Safe.

AutoTx turning a written instruction into a batch of onchain transactions for approval.

We applied the same approach to more specialized problems. Prediction Prophet researched prediction-market questions and placed bets on its forecasts, while Fund Public Goods evaluated projects and proposed how to allocate a donation. For Optimism's Superfest, SuperAgent turned a user's budget, chains, and wallet into a guided set of transactions for completing the festival's onchain missions.

AI-driven DAOs

My chapter in DAOs in the Legal Landscape, coauthored with Sofía Cossar in early 2024, traces the parallel evolution of AI and DAOs to develop a framework for incorporating AI agents into autonomous organizations.