{ "datasetId": "ai-product-prototype-validation-record-v1", "schemaVersion": "1.0.0", "createdAt": "2026-07-21", "language": "zh-CN", "license": "https://creativecommons.org/licenses/by/4.0/", "licenseScope": "The field structure, Chinese descriptions, status values, and blank records created by DragonAI. 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"contradictingObservation", "stopCondition", "owner" ], "verificationQuestionsZh": [ "假设是否可能被观察推翻？", "是否保留非 AI 或当前流程基线？" ] }, { "sectionId": "prototype-boundary", "nameZh": "原型类型、保真度与模拟边界", "requiredFields": [ "prototypeId", "prototypeType", "version", "includedComponents", "simulatedComponents", "excludedComponents", "operatorRules", "operatorVisibleInformation", "simulatedResponseLatency", "prohibitedLiveOptimization", "disclosureTiming", "deceptionJustification", "ethicsApprovalReference", "debriefingPlan", "knownLimitations", "artifactReferences", "frozenAt" ], "verificationQuestionsZh": [ "保真度是否足以回答本轮未知问题？", "人工模拟是否被误写成真实模型能力？" ] }, { "sectionId": "behavior-contract", "nameZh": "AI 行为合同", "requiredFields": [ "allowedInputs", "requiredContext", "idealOutputAttributes", "evidenceDisplay", "uncertainty", "clarification", "refusal", "feedbackAndCorrection", "humanHandoff", "undoAndRecovery", "prohibitedBehavior" ], "verificationQuestionsZh": [ "成功、等待、错误与长期变化状态是否可见？", "用户能否发现错误并退出或接管？" ] }, { "sectionId": "task-and-failure-slices", "nameZh": "任务与失败切片", "requiredFields": [ "taskId", "slice", "startingCondition", "allowedMaterials", "targetOutcome", "observationPoints", "severeFailures", "moderatorPrompts", "endCondition", "repeatCount" ], "verificationQuestionsZh": [ "是否覆盖正常、缺失、冲突、无权、依赖失败与高影响边界？", "主持提示是否在参与者之间一致？" ] }, { "sectionId": "participant-and-protocol", "nameZh": "参与者与研究协议", "requiredFields": [ "participantScopeId", "targetPopulation", "recruitmentCriteria", "exclusionCriteria", "sampleLimitations", "researchSetting", "moderatorScriptVersion", "consentStatus", "recordingAndLogging", "retention", "deletionPath", "dataOwner", "researchOwner" ], "consentStatusValues": [ "pending", "confirmed", "declined", "not_applicable" ], "verificationQuestionsZh": [ "数据用途、记录、保存和删除是否获得相应确认？", "样本和招募限制是否被保留？" ] }, { "sectionId": "prototype-run", "nameZh": "逐次运行记录", "requiredFields": [ "runId", "questionId", "prototypeId", "taskId", "participantScopeId", "participantRecordId", "consentRecordReference", "withdrawalStatus", "debriefingStatus", "debriefedAt", "runStatus", "startedAt", "modelVersion", "promptVersion", "samplingParameters", "dataVersion", "toolVersion", "externalDependencyVersions", "inputReference", "outputReference", "stateTransitions", "directQuotes", "observations", "researcherInterpretations", "userExplanation", "errorDetection", "correction", "handoff", "completion", "severeFailures", "invalidatingConditions", "reviewer" ], "verificationQuestionsZh": [ "原话、观察与解释是否分开？", "模型、提示、采样参数、数据、工具和外部依赖版本是否可重放？" ] }, { "sectionId": "prototype-decision", "nameZh": "原型决定", "requiredFields": [ "decisionId", "questionId", "prototypeId", "decisionState", "validatedScope", "excludedScope", "supportingRunIds", "contradictingRunIds", "severeFailures", "unknowns", "researchLimitations", "decisionReason", "owner", "decidedAt", "nextMinimumValidation", "reviewTriggers" ], "verificationQuestionsZh": [ "没有反对证据是否被误写成验证通过？", "决定是否绑定声明范围、限制和下一项验证？" ] } ], "blankPrototype": { "prototypeId": "", "prototypeType": "concept_copy", "version": "", "includedComponents": [], "simulatedComponents": [], "excludedComponents": [], "operatorRules": [], "operatorVisibleInformation": [], "simulatedResponseLatency": "not_applicable", "prohibitedLiveOptimization": [], "disclosureTiming": "", "deceptionJustification": "not_applicable", "ethicsApprovalReference": "not_applicable", "debriefingPlan": "not_applicable", "knownLimitations": [], "artifactReferences": [], "frozenAt": "" }, "blankRun": { "runId": "", "questionId": "", "prototypeId": "", "taskId": "", "participantScopeId": "", "participantRecordId": "", "consentRecordReference": "", "withdrawalStatus": "unknown", "debriefingStatus": "not_applicable", "debriefedAt": "", "runStatus": "not_run", "startedAt": "", "modelVersion": "not_applicable", "promptVersion": "not_applicable", "samplingParameters": {}, "dataVersion": "not_applicable", "toolVersion": "not_applicable", "externalDependencyVersions": [], "inputReference": "", "outputReference": "", "stateTransitions": [], "directQuotes": [], "observations": [], "researcherInterpretations": [], "userExplanation": "", "errorDetection": "", "correction": "", "handoff": "", "completion": "", "severeFailures": [], "invalidatingConditions": [], "reviewer": "" }, "blankDecision": { "decisionId": "", "questionId": "", "prototypeId": "", "decisionState": "pause", "validatedScope": { "targetPopulation": "", "tasks": [], "setting": "", "prototypeVersion": "", "observationWindow": "" }, "excludedScope": [], "supportingRunIds": [], "contradictingRunIds": [], "severeFailures": [], "unknowns": [], "researchLimitations": [], "decisionReason": "", "owner": "", "decidedAt": "", "nextMinimumValidation": "", "reviewTriggers": [] }, "sources": [ { "evidenceId": "google-ml-problem-framing-20260720", "url": "https://developers.google.com/machine-learning/problem-framing/problem-framing" }, { "evidenceId": "microsoft-hax-human-ai-guidelines-20260721", "url": "https://www.microsoft.com/en-us/haxtoolkit/ai-guidelines/" }, { "evidenceId": "google-pair-mental-models-20260720", "url": "https://pair.withgoogle.com/guidebook-v2/chapter/mental-models/" }, { "evidenceId": "google-ml-project-success-20260721", "url": "https://developers.google.com/machine-learning/managing-ml-projects/success" }, { "evidenceId": "nist-ai-rmf-core-20260720", "url": "https://airc.nist.gov/airmf-resources/airmf/5-sec-core/" } ], "title": "AI 产品原型验证记录 v1", "description": "把验证问题、最低原型保真度、AI 行为合同、任务与失败切片、参与者协议、逐次运行和继续或停止决定连接起来。", "url": "https://course.dragonai.tech/datasets/ai-product-prototype-validation-record-v1.json", "creator": "烛龙智元内容研究组" }