Unverified50% confidenceDecision RuleExact time
Selection rule: use workflows for tasks with fixed paths, and use agents for tasks whose paths the model must decide on the spot.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedPath decision-making refers to the real-time weighing and selection an agent performs among multiple candidate action plans to accomplish a user's goal, querying in parallel the real-time status of nearby restaurants and outputting a recommended route.77% similarUnverifiedTask orchestration not only determines which model to use, but also determines in what order to call tools, sub-agents, or external APIs, as well as when to terminate, retry, or fall back.74% similarUnverifiedDirections being explored in the behavioral security space include using large language models to infer intent from Agent operation plans, semantically comparing operation sequences against predefined task playbooks, and introducing human-in-the-loop approval nodes for critical operations.74% similarUnverifiedThe criterion for distinguishing an Agent from a Workflow is whether the execution path is determined at runtime; a workflow's path is hardcoded in advance, while an Agent's next step is dynamically determined by the system based on current observations.74% similarVerifiedIn 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% similar
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