Abstract: As a decentralized computing platform, Lumoz provides AI Agents with an efficient and cost-effective on-chain environment. With Lumoz's infrastructure, AI Agents can be seamlessly deployed on EVM-compatible blockchains while ensuring execution efficiency and data security.

Background

With the advancement of blockchain technology and the widespread adoption of decentralized applications (DApps), on-chain data and operational scenarios are becoming increasingly diverse. At the same time, the rapid development of artificial intelligence (AI) is continuously expanding its application boundaries, including on-chain data analysis, transaction opportunity prediction, and even the automated execution of investment or trading strategies.

AI Agents are intelligent entities capable of autonomous decision-making and action. Their core features include perception, decision-making, action, and memory. They can retrieve information from the blockchain, perform reasoning and analysis, and execute corresponding operations. However, to ensure that the decision-making process of AI Agents is transparent, verifiable, and that all "memories" are traceable, a management contract is needed to store and govern critical data.

As a leading decentralized computing platform, Lumoz provides AI Agents with an efficient and cost-effective on-chain execution environment. By leveraging Lumoz's infrastructure, AI Agents can be seamlessly deployed on EVM-compatible blockchains while ensuring execution efficiency and data security.

Overall Approach and Architecture

The reasoning process of an AI Agent is typically conducted off-chain. However, to ensure transparency and verifiability, the final decision-making results need to be recorded on-chain. Lumoz provides a comprehensive set of optimization solutions that enable AI Agents to interact with blockchains securely and efficiently.

Within this architecture, AI Agents register through Lumoz and store their decisions, memory, and monitoring rules via smart contracts. When relevant events occur on-chain, the AI Agent processes the information using the Lumoz computing platform and submits its decision results to the management contract.

With Lumoz’s support, AI Agents achieve higher execution efficiency while leveraging a decentralized computing environment to enhance security. Additionally, through Lumoz's oracle services and blockchain scanning capabilities, Agents can more accurately monitor on-chain transactions and events.

Key Functional Module Development

• Agent Registration and Management: Lumoz enables users to easily create and register AI Agents while managing their permissions and metadata. Agents can complete registration within the Lumoz computing environment and obtain a unique identity.

• Decision Storage and Memory Management: With Lumoz’s support, AI Agents can store decision records and historical memory more efficiently. Since EVM-based blockchains have high gas costs for full data storage, Lumoz provides an on-chain hash storage solution combined with decentralized storage.

• On-Chain Monitoring and Execution: AI Agents need to monitor specific on-chain transactions or events and make decisions accordingly. Lumoz’s oracle service helps Agents capture critical information and trigger corresponding smart contract operations.

• Security and Access Control: The Lumoz computing environment supports decentralized Trusted Execution Environments (TEE) to ensure that AI Agents operate without external interference. Additionally, private key management and EIP-712 signature authentication ensure that only authorized Agents can update decisions and store memory.

Lumoz’s Advantages in the AI Agent Ecosystem

• Reduced Gas Costs: Running smart contracts on the EVM mainnet can be expensive. Lumoz optimizes gas fees through Layer 2 scaling solutions, reducing the operational costs for AI Agents.

• Enhanced Security: Lumoz’s decentralized computing environment ensures that AI Agents operate securely and transparently, preventing single points of failure and malicious attacks.

• Cross-Chain Support: With cross-chain interoperability, Lumoz enables AI Agents to monitor transactions and events across multiple blockchains, expanding data coverage and usability.

Future Outlook

As AI and Zero-Knowledge Proof (ZK) technologies continue to mature, Lumoz will further drive the innovation and application of AI Agents in the Web3 space. Potential future developments include:

• Integrating ZK technology to enhance the privacy of AI Agent computations.

• Implementing DAO governance to enable community management of multiple AI Agents.

• Adopting cross-chain solutions to synchronize AI Agent decisions across multiple blockchains.

Lumoz is empowering AI Agents to play a greater role in the blockchain ecosystem, pushing decentralized intelligent applications to the next level.