Unverified50% confidenceFactExact time
In an agent's decision loop, task completion is the only continuously optimized signal, while permission boundaries, access control lists and platform policies typically do not enter the agent's objective function or context window.
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50%
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Long-term
Relevance
10/15/2026
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Related Claims
UnverifiedA supervisor agent typically does not directly execute specific tasks, but is responsible for decomposing goals, assigning subtasks, coordinating call order, and deciding the next action based on the results returned by subtasks.79% similarUnverifiedAgents complete tasks through multi-turn agentic loops with step-by-step reasoning, rather than a question-and-answer working mode.78% similarUnverifiedBackground long-horizon tasks involve engineering challenges such as task state persistence, multi-agent communication coordination, and exception handling and recovery mechanisms — issues that simple agents do not encounter.77% similarUnverifiedA single execution-type agent exhibits three typical problems during long-running tasks: goal drift, shortcut-taking, and mid-task cessation74% similar
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