The article proposes a precise definition for AI agents, distinguishing between an agent's class (definition) and its instance. The agent definition includes components like the host loop, system context, tool policies, LLM, termination limits, task contract, and context-size strategy. An agent instance, on the other hand, comprises the specific goal, working context window, credentials, and consumed budget. This definition is designed to be operational and serializable, particularly for agents operating within an MCP host environment, and addresses limitations in existing definitions by providing a more concrete structure. AI
IMPACT Provides a structured definition for AI agents, potentially aiding in the development of more robust and interoperable agent systems.
RANK_REASON The item is an opinion piece by an individual author defining a technical concept within the AI agent space.
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