Unverified50% confidenceFactExact time
An Agent is essentially a transactional construct, that is, a function-calling loop wrapped around a language model that stops after executing a bounded task or waits for the next trigger.
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50%
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Long-term
Relevance
10/27/2026
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Related Claims
VerifiedAgent mode means the model is no longer a passive responder but an active task agent that plans and executes tasks step by step.79% similarVerifiedThe Agentic loop means the model decides its next action each round based on the current context, the control flow is produced by the model, and the path is unpredictable; Agenthof governs by constraining the door of each call rather than constraining the model's thinking.79% similarUnverifiedA typical Agent execution loop includes perception, reasoning, action, and observation, forming the ReAct (Reasoning + Acting) pattern78% similarVerifiedThe classic paradigm of Agent workflows is the separation of the planning layer and the execution layer, where the planning layer is responsible for understanding goals, decomposing tasks, and generating execution plans, while the execution layer handles actual operations via dedicated tools or smaller models.77% similarVerifiedThe agent flow is: send a message to the model to get a response; if the stop reason is not tool use, return the text; otherwise, iterate through the tool-call blocks, validate parameters, run the function, push the result back as a tool result, and loop.77% similar
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