Unverified50% confidenceSolutionExact time
Responsibility levels should be modeled as explicit decision steps rather than as a byproduct of vector similarity ranking, because skill identification relies on semantic similarity while level determination relies on the depth of contextual responsibility description.
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9/30/2026
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UnverifiedOnly strategies that treat level determination as an explicit decision step can reliably predict the correct responsibility level; methods that rely on similarity selection to indirectly infer levels have error rates more than twice as high.78% similarVerifiedAssigning each agent a dedicated capability boundary and prompt often outperforms having a single model handle everything, a principle that is connected to the effectiveness of chain-of-thought prompting.72% similarUnverified只有当任务路径需要根据中间结果动态变化时，Agent的自主决策能力才真正有价值71% similarUnverifiedIf the frequency of changes and the responsible parties differ between model policies and tool permissions, a layered architecture is more appropriate.70% similarUnverifiedThe author advocates that accountability management should be placed at the orchestration/control layer, rather than stuffed into model prompts.70% similar
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