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论文进阶

steerability

可引导性;用户实时引导、纠正或重新定向 AI 系统行为的能力,是评估 LLM agent 类系统的关键指标。

English Definition

"The degree to which a user can guide, correct, or redirect an AI system's behavior in real time during interaction."

用法说明 · 针对中文母语者

在 LLM agent 语境中比 controllability 更常用,强调引导方向而非开关式控制。动词形式 steer 也很常见。

常见错误

  • ·不要简单译为'可控性'(应强调实时引导而非简单开关控制)
  • ·不要与 user control 混用——steerability 更强调交互过程中的动态调整

真实用例 · 3

"these systems incorporate prescribed collaborative workflows that may limit their utility and steerability"

论文Pipeline extracted — review needed·引言中批评现有系统灵活性和可引导性的局限

"interleaving co-planning and co-execution in Cocoa afforded greater agent steerability while maintaining ease of use compared to a strong chat baseline"

论文Pipeline extracted — review needed·实验室研究的核心结论之一

"suggesting that the two are mutually beneficial while enabling more granular steering of the agent"

论文Pipeline extracted — review needed·讨论交错模式带来的更细粒度引导能力
由 pipeline 自动采集,待人工 review