Unverified50% confidenceFactExact time
The core distinction of intelligent agents from traditional programs lies in their dynamic response to ambiguous inputs and their ability to independently analyze the user's true intent.
1
Sources
50%
Confidence
Long-term
Relevance
9/18/2026
First Seen
Sources
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Related Claims
Unverified智能体（Agentic）不再只是被动响应用户指令的工具，而是能够主动理解目标、拆解任务、并在一定范围内自主执行操作78% similarUnverifiedForms of misalignment in coding agents include goal drift, shortcut behavior, scope creep, and opaque decision-making.76% similarUnverifiedAgents read execution results and continue reasoning about the next decision based on the current state, forming an observe-think closed loop, which is the key distinction from scripted automation.74% similarUnverifiedWhen a system overrides a preference again after the user has explicitly and manually selected it, this constitutes an intent violation in interaction design, sliding from nudging into coercion.73% similarUnverifiedUsers can independently adjust reasoning intensity, flexibly trading off between response speed and answer quality.73% similar
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