Proposes the ISE (Identify, Solve, Escalate) framework to measure an agent's ability to recognize and communicate uncertainty during knowledge conflicts. The method evaluates how agents handle contradictions between parametric knowledge and retrieved evidence.
HOW THIS AFFECTS YOU
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builderThis helps you build more reliable agents that signal uncertainty instead of hallucinating.
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researcherYou can use the ISE dimensions to move beyond simple task-success metrics.