Unverified50% confidenceFactExact time
SIT-Eval (Situation-Based Interactive Turn-by-Turn Evaluation) is a turn-by-turn situational evaluation framework that formalizes Agent behavior as "if situation P occurs, then rule Q must be followed," and drives the evaluation process jointly with an LLM interlocutor and an LLM judge.
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Long-term
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10/20/2026
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UnverifiedSIT-Eval orchestrates three LLM components: the interlocutor is responsible for uniformly sampling situations and enacting them; the Agent under test produces replies; and the judge makes rule-by-rule determinations based on the situational rules.75% similarUnverifiedSIT-Eval's judge receives the complete dialogue history, the current turn's situation, the applicable rules, and the Agent's reply, and outputs a per-rule pass or fail for each rule rather than a vague score.68% similarUnverifiedConditional navigation is a rule-based interactive branching design that, in no-code demo tools, typically manifests as dynamically determining which screen or content block to show next based on user input or selection.64% similarUnverifiedInteractive visualizations allow users to adjust parameters in real time and observe structural responses, giving them a certain degree of counterexample-testing capability.62% similarUnverifiedAuto Mode's decision process first runs the user's deny, ask, and allow rules, then performs a tiered check to determine which actions are sent to the classifier.61% similar
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