Unverified50% confidenceDecision RuleExact time
Answer evaluation is an independent second stage, requiring scoring criteria to test the factual grounding, citation targeting, question answering, refusal behavior, and access control compliance of generated answers.
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10/12/2026
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UnverifiedThe validator focuses on whether the result satisfies mechanically verifiable constraints and makes a binary, objective judgment; the evaluator focuses on whether the output quality meets the goal and makes a subjective judgment at the semantic level.74% similarUnverifiedThe team performed a secondary verification on every correct answer, comparing whether the content the system actually read was consistent with the answer.74% similarUnverifiedThe evaluation program feeds the question, reference answer, and actual response together into the judge model, along with scoring instructions (e.g., relevance, accuracy, and completeness each scored 0–5), and the judge model outputs structured scores and reasoning.73% similarUnverified关键数值结论应通过独立的第二次询问、切换不同模型或人工复核的方式进行交叉验证，尤其在财务、工程等高精度场景73% similarUnverifiedThe result still requires rigorous scrutiny and peer review from the independent mathematics community.70% similar
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