# 4.2 Intelligent Execution Layer

The intelligent execution layer inherits the schedulable computing power provided by the computing power and resource layer, addressing the core operational needs of decentralized finance (DeFi) and providing a unified environment for AI inference and long-term agent execution. In DeFi scenarios, AI is no longer merely used for offline analysis or decision support, but directly participates in strategy execution, risk control, and system regulation; agents, in the form of long-term operating units, continuously participate in the operation of the financial system.

The design goal of the intelligent execution layer is to upgrade the above capabilities from "discrete invocation" to a sustainable financial execution system, so that strategy reasoning, behavior scheduling and state feedback can run stably for a long time after the protocol goes online, and always remain within the observable and governable engineering boundaries.