Verified75% confidenceFactExact time
An agent is a system built around a generative model that can plan steps toward a goal, call external tools, observe results, and iteratively adjust.
3
Sources
75%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
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Related Claims
VerifiedIn workflow-type agents, the execution path is pre-designed by humans, whereas an Agent Loop lets the model autonomously plan what to do next.74% similarUnverifiedAn agent is essentially a large model plus tools plus a loop (Agent Loop) and is a special type of workflow; a workflow is a more foundational concept that supports mechanisms such as parallel, serial, conditional branching, and Map-Reduce.74% similarUnverifiedPlan mode is a human-machine collaboration paradigm that includes steps such as requirement parsing, task decomposition, dependency identification and risk checking, allows the AI to ask the user clarifying questions when information is insufficient, and embodies the "human-in-the-loop" interaction principle.74% similarUnverifiedThe division of labor in which the model is responsible for thinking and the framework is responsible for execution is the fundamental paradigm of current mainstream agent architectures.73% similarUnverifiedOwning proprietary intelligence typically refers to building a model optimized for specific business scenarios through open-source model fine-tuning, distillation, or in-house training pipelines.73% similar
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