query.json

[
  {
    "id": "000001",
    "query": "本人作为某AI研究机构的大模型研发负责人，需系统梳理大模型智能体记忆机制的演进脉络，形成一份用于技术规划的分析报告。报告需按时间将相关工作划分为：2022年底–2023年的“奠基期”、2024年的“体系化期”和 2025年的“突破期”，重点总结记忆机制从“被动到主动、从外挂到原生”的演化路径，并结合2023年以来提出的代表性方案进行分析。报告中需要展示各阶段的典型架构图并标注来源，同时绘制一张时间轴图，总览关键进展；时间轴应清晰标注各阶段的代表性模型、记忆类型、核心机制及对应论文。在此基础上，提出未来2–3年大模型智能体记忆机制的技术选型和演进路线建议。",
    "checklist": {
      "阶段划分与演化路径": [
        "报告是否按2022年底–2023年“奠基期”、2024年“体系化期”、2025年“突破期”三个阶段梳理了大模型智能体记忆机制的发展？",
        "报告是否清晰总结了记忆机制从‘被动到主动、外挂到原生’的演化路径？",
        "报告是否结合2023年以来提出的代表性方案，对各阶段记忆机制进行了分析？"
      ],
      "架构图与时间轴": [
        "报告是否展示了各阶段的典型记忆架构图，并注明来源？",
        "报告是否绘制了一张时间轴图，总览关键进展，并清晰标注各阶段的代表性模型、记忆类型、核心机制及对应论文？"
      ],
      "技术选型与演进建议": [
        "报告是否在前述分析的基础上，提出了面向未来2–3年大模型智能体记忆机制的技术选型与演进路线建议？"
      ]
    }
  },
  {
    "id": "000002",
    "query": "本人作为跨国生物医药公司药物研发负责人，正在撰写一份用于支持结构创新药研发决策的技术评估报告，需筛选适用于蛋白结构预测与蛋白–配体对接的AI工具。请基于2024–2025年CASP15等评测数据，对2023–2025年间主流模型（AlphaFold 3、D-I-TASSER、ProGen3、SurfDock）进行系统对比，从技术架构、TM-score等关键性能指标、药物研发场景适配性以及开源/商业化落地能力等维度展开分析；结合典型应用案例，总结各模型的优势与局限；并绘制一张模型对比雷达图，涵盖上述核心评估维度；最终围绕肿瘤靶点对接的具体需求，提出明确的模型选型或协同使用建议，所有关键数据须在正文中清晰标注来源。",
    "checklist": {
      "模型性能与架构分析": [
        "报告是否基于2024–2025年CASP15等评测数据，对AlphaFold 3、D-I-TASSER、ProGen3和SurfDock在技术架构与TM-score等关键性能指标上进行了系统对比？"
      ],
      "场景适配与落地能力评估": [
        "报告是否从药物研发场景适配性以及开源/商业化落地能力等维度对各模型进行了分析？",
        "报告是否结合典型应用案例总结了各模型的优势与局限？"
      ],
      "可视化与数据溯源": [
        "报告是否提供了一张涵盖技术架构、性能指标、场景适配性、落地能力等维度的模型对比雷达图？",
        "所有关键数据是否在正文中清晰标注了来源？"
      ],
      "选型建议": [
        "报告是否围绕肿瘤靶点对接的具体需求，提出了明确的模型选型或协同使用建议？"
      ]
    }
  },
  {
    "id": "000003",
    "query": "本人作为中国科学院国家天文台空间光学项目研究员，正在为2026年空间天文旗舰设施规划撰写一份技术评估报告。请基于2023–2025年最新进展，系统梳理中国空间站巡天空间望远镜（CSST）的整体架构与科学潜力，内容包括光学系统设计、与空间站共轨对接机制、科学目标以及与Hubble、Euclid等国际望远镜的性能对比。研究需引用2024–2025年权威论文与数据，并在文中明确标注来源；同时，配一张CSST的实景图以展示其在轨部署形态。",
    "checklist": {
      "整体架构梳理": [
        "报告是否系统梳理了CSST的光学系统设计？",
        "报告是否阐述了CSST与空间站共轨对接机制？"
      ],
      "科学潜力分析": [
        "报告是否详细描述了CSST的科学目标？",
        "报告是否对比了CSST与Hubble、Euclid等国际望远镜的性能？"
      ],
      "可视化呈现": ["报告是否配备了一张CSST的实景图以展示其在轨部署形态？"]
    }
  },
  {
    "id": "000004",
    "query": "本人作为某三级甲等医院的AI医疗应用主管，正在为2026年临床辅助系统升级撰写一份深度研究报告。请聚焦2023-2025年AI医生在诊断领域的智能化进展，系统梳理核心技术演进与临床现状，内容包括AI医生基础框架、在慢性病筛查与急诊分诊中的典型应用案例、诊断准确率与召回率等性能指标对比，以及伦理隐私风险与监管评估。研究需引用AI医生诊断流程图，并绘制一张雷达图比较主流工具在效能维度上的表现，为系统升级提供实证支撑与优化建议。",
    "checklist": {
      "核心技术演进梳理": [
        "报告是否系统梳理了AI医生的基础框架？",
        "报告是否分析了AI医生在慢性病筛查与急诊分诊中的典型应用案例？"
      ],
      "性能指标对比": [
        "报告是否对比了AI医生的诊断准确率与召回率等性能指标？",
        "报告是否包含了一张雷达图比较主流工具在效能维度上的表现？"
      ],
      "伦理隐私风险与监管评估": [
        "报告是否评估了AI医生在伦理隐私风险方面的挑战？",
        "报告是否分析了相关的监管评估？"
      ],
      "可视化呈现": ["报告是否引用了AI医生诊断流程图？"]
    }
  },
  {
    "id": "001001",
    "query": "本人作为一家头部公募基金的TMT方向基金经理，正在为2026年科技板块年度配置撰写一份深度研究报告。请基于全球主要股票市场，重点聚焦美股、A股和港股，系统梳理科技板块的整体格局及关键特征，内容包括板块构成与市值结构、估值水平与资金流向、业绩表现与基本面趋势，以及政策环境与主要风险等维度。研究需引用2024–2025年的最新行情和公开数据，并在文中明确标注数据来源；同时，通过图表直观展示科技板块的市值分布、估值区间和资金流动情况，为后续的资产配置决策提供扎实且可落地的数据支撑。",
    "checklist": {
      "板块构成与市值结构": [
        "报告是否基于美股、A股和港股，系统梳理了科技板块的整体构成？",
        "报告是否清晰呈现了科技板块的市值结构？",
        "报告是否包含科技板块市值分布的图表？"
      ],
      "估值与资金流向": [
        "报告是否对三大市场科技板块的估值水平进行了系统分析？",
        "报告是否梳理了近一年科技板块的资金流向情况？",
        "报告是否通过图表直观展示科技板块的估值区间及资金流动情况？"
      ],
      "业绩与基本面": [
        "报告是否梳理了科技板块的业绩表现？",
        "报告是否分析了科技板块的基本面趋势？",
        "报告是否引用2024–2025年公开数据支撑上述分析？"
      ],
      "政策环境与主要风险": [
        "报告是否评估了影响科技板块的关键政策在不同市场的变化？",
        "报告是否识别出科技板块在2026年面临的主要风险点？"
      ]
    }
  },
  {
    "id": "001002",
    "query": "本人作为某私募股权基金的半导体产业投资总监，正在为2026年存储芯片领域的投资组合调整撰写一份深度评估报告。请基于全球存储市场动态，重点剖析2024–2025年存储芯片涨价潮的成因与影响，包括AI算力需求爆发如何驱动HBM等高端存储产能倾斜、通用型DRAM与NAND供给紧缩的结构性失衡、三大巨头的定价策略与市场份额变化，以及对下游消费电子、服务器产业链的传导效应。报告需绘制图表展示涨价潮期间主要存储品类的价格趋势，以及全球存储市场巨头市值分布情况，为基金的投资决策提供数据支撑与风险预警。",
    "checklist": {
      "涨价潮成因剖析": [
        "报告是否分析了AI算力需求爆发如何驱动HBM等高端存储产能倾斜？",
        "报告是否阐述了通用型DRAM与NAND供给紧缩的结构性失衡？",
        "报告是否分析了三大巨头的定价策略与市场份额变化？"
      ],
      "传导效应分析": [
        "报告是否评估了存储芯片涨价对下游消费电子产业链的传导效应？",
        "报告是否评估了存储芯片涨价对服务器产业链的传导效应？"
      ],
      "可视化呈现": [
        "报告是否包含了涨价潮期间主要存储品类的价格趋势图表？",
        "报告是否包含了全球存储市场巨头市值分布情况图表？"
      ]
    }
  },
  {
    "id": "001003",
    "query": "本人作为某私募股权基金的消费板块投资经理，正在为2026年基金策略调整撰写一份内部评估报告。请基于中国大陆市场，系统梳理2024–2025年国家消费品以旧换新补贴政策（简称“国补”）的实施演进与刺激效果，内容涵盖政策框架、补贴范围扩容、对家电/汽车/数码等重点品类的销售拉动数据、整体社零总额贡献，以及潜在风险与可持续性分析。研究需绘制图表展示家电与通讯器材零售额趋势，并对比不同品类增长差异，为基金配置提供数据支撑与决策建议。",
    "checklist": {
      "政策实施演进梳理": [
        "报告是否系统梳理了国补政策的框架？",
        "报告是否分析了补贴范围的扩容情况？"
      ],
      "销售拉动数据分析": [
        "报告是否提供了家电、汽车、数码等重点品类的销售拉动数据？",
        "报告是否评估了国补政策对整体社零总额的贡献？"
      ],
      "风险与可持续性分析": [
        "报告是否分析了国补政策的潜在风险？",
        "报告是否评估了国补政策的可持续性？"
      ],
      "可视化呈现": [
        "报告是否包含了家电与通讯器材零售额趋势图表？",
        "报告是否包含了不同品类增长差异的对比图表？"
      ]
    }
  },
  {
    "id": "002001",
    "query": "本人作为某跨国生物医药公司的抗衰老研发总监，正在为公司2026年管线规划撰写一份细胞重编程抗衰老技术评估报告。请基于2023–2025年最新研究进展，系统梳理细胞重编程在逆转衰老中的应用路径，重点分析Yamanaka因子（OSKM）的优化策略、在小鼠和非人灵长类模型中的临床前效果、潜在肿瘤风险及安全性挑战；同时，引用示意图直观展示细胞重编程机制，并绘制一张时间轴图总览2023–2025年关键技术里程碑；最终提出公司未来2–3年针对皮肤和神经退行性疾病的技术选型建议，以支撑资源分配决策。",
    "checklist": {
      "应用路径梳理": [
        "报告是否系统梳理了细胞重编程在逆转衰老中的应用路径？",
        "报告是否分析了Yamanaka因子（OSKM）的优化策略？"
      ],
      "临床前效果分析": [
        "报告是否评估了细胞重编程在小鼠模型中的临床前效果？",
        "报告是否评估了细胞重编程在非人灵长类模型中的临床前效果？"
      ],
      "风险与挑战评估": [
        "报告是否分析了细胞重编程的潜在肿瘤风险？",
        "报告是否评估了细胞重编程的安全性挑战？"
      ],
      "可视化呈现": [
        "报告是否引用了示意图直观展示细胞重编程机制？",
        "报告是否包含了一张时间轴图总览2023–2025年关键技术里程碑？"
      ],
      "技术选型建议": [
        "报告是否提出了公司未来2–3年针对皮肤和神经退行性疾病的技术选型建议？"
      ]
    }
  },
  {
    "id": "003001",
    "query": "本人作为某省级人民法院刑事审判庭法官，正在为2026年司法培训教材准备一份深度研究报告。请聚焦2023-2025年中国正当防卫司法认定的最新进展与实践，系统梳理法律依据、认定标准及典型案例，内容包括正当防卫的法定要件与界限条件、近年司法解释的演进要点、高院指导性案例分析，以及争议点如“无限防卫权”界定与改革建议。研究需配一张典型正当防卫案件庭审实景图，并以表格形式对比相关案例的要件适用与裁判结果，为培训提供实证支撑与批判性洞察。",
    "checklist": {
      "法律依据与认定标准梳理": [
        "报告是否系统梳理了正当防卫的法定要件与界限条件？",
        "报告是否分析了近年司法解释的演进要点？"
      ],
      "典型案例分析": [
        "报告是否包含了高院指导性案例分析？",
        "报告是否分析了争议点如“无限防卫权”界定与改革建议？"
      ],
      "可视化呈现": [
        "报告是否配备了一张典型正当防卫案件庭审实景图？",
        "报告是否以表格形式对比了相关案例的要件适用与裁判结果？"
      ]
    }
  },
  {
    "id": "004001",
    "query": "本人作为某沿海省份环境保护局的海洋污染防控主管，需针对微塑料污染治理撰写一份用于政策决策的分析报告。报告需基于2023–2025年权威文献和数据，系统梳理微塑料微生物降解的前沿进展，包括细菌、真菌和生物膜等降解方式的核心机制及其环境应用潜力；对比不同微生物在降解聚乙烯、聚苯乙烯等常见微塑料时的效率和局限性，并识别潜在生态风险与优化策略。报告需引用微生物降解微塑料的机制示意图，并绘制一张降解效率对比柱状图，直观呈现不同方法在海洋环境中的表现，为本地海岸带微塑料治理提供数据支撑和可行建议。",
    "checklist": {
      "前沿进展梳理": [
        "报告是否系统梳理了微塑料微生物降解的核心机制？",
        "报告是否分析了细菌、真菌和生物膜等降解方式的环境应用潜力？"
      ],
      "效率与局限性对比": [
        "报告是否对比了不同微生物在降解聚乙烯、聚苯乙烯等常见微塑料时的效率？",
        "报告是否识别了潜在生态风险与优化策略？"
      ],
      "可视化呈现": [
        "报告是否引用了微生物降解微塑料的机制示意图？",
        "报告是否包含了一张降解效率对比柱状图，直观呈现不同方法在海洋环境中的表现？"
      ]
    }
  },
  {
    "id": "005001",
    "query": "本人作为某大学计算机学院副教授，正在指导研究生团队开展大模型高效计算方向的文献综述项目。现需撰写一份用于学术研讨的分析报告，聚焦2023–2025年间大模型注意力机制高效计算的前沿进展。报告需系统梳理该时期涌现的关键技术路线，深入分析其在计算复杂度、内存效率与训练稳定性方面的优化路径与局限性；对比主流方法在长序列处理场景下的性能差异。同时，引用各主流方法的架构示意图，以说明注意力计算范式的演进趋势，为后续算法与系统协同优化提供理论支撑。",
    "checklist": {
      "前沿进展梳理": [
        "报告是否系统梳理了2023–2025年间大模型注意力机制高效计算的关键技术路线？",
        "报告是否分析了这些技术在计算复杂度、内存效率与训练稳定性方面的优化路径与局限性？"
      ],
      "性能差异对比": ["报告是否对比了主流方法在长序列处理场景下的性能差异？"],
      "可视化呈现": [
        "报告是否引用了各主流方法的架构示意图，以说明注意力计算范式的演进趋势？"
      ]
    }
  },
  {
    "id": "006001",
    "query": "本人作为某省级教育厅青少年网络素养教育研究员，需基于2023-2025年权威调查与政策文件，撰写一份关于网络烂梗对青少年影响的深度评估报告。报告需系统梳理网络烂梗在青少年中的传播路径、流行机制及其对语言表达、思维方式、心理健康与价值观形成的负面影响，结合典型案例分析其诱发校园欺凌或社交焦虑的风险；同时，绘制图表直观展示青少年网络烂梗使用比例与影响程度的趋势对比。在此基础上，提出针对性教育干预建议，推动多方协同净化青少年语言环境。",
    "checklist": {
      "传播路径与流行机制梳理": [
        "报告是否系统梳理了网络烂梗在青少年中的传播路径？",
        "报告是否分析了网络烂梗的流行机制？"
      ],
      "负面影响分析": [
        "报告是否评估了网络烂梗对青少年语言表达的负面影响？",
        "报告是否评估了网络烂梗对青少年思维方式的负面影响？",
        "报告是否评估了网络烂梗对青少年心理健康的负面影响？",
        "报告是否评估了网络烂梗对青少年价值观形成的负面影响？",
        "报告是否结合典型案例分析了网络烂梗诱发校园欺凌或社交焦虑的风险？"
      ],
      "可视化呈现": [
        "报告是否包含了青少年网络烂梗使用比例与影响程度的趋势对比图表？"
      ],
      "教育干预建议": [
        "报告是否提出了针对性教育干预建议，以推动多方协同净化青少年语言环境？"
      ]
    }
  },
  {
    "id": "007001",
    "query": "本人作为某数字艺术交易平台的策略总监，正在为2026年市场扩展规划撰写一份深度研究报告。请聚焦2023-2025年全球数字艺术市场现状与趋势，系统梳理市场规模增长、交易模式创新及关键玩家，内容包括NFT等数字艺术形式兴起驱动因素、主流平台交易数据分析、艺术品估值机制与波动风险，以及未来增长预测与挑战评估。研究需绘制饼图展示领域市场份额分布，并通过折线图呈现交易额变化趋势，为平台扩展提供实证支撑与战略建议。",
    "checklist": {
      "市场现状与趋势梳理": [
        "报告是否系统梳理了2023-2025年全球数字艺术市场的规模增长？",
        "报告是否分析了数字艺术交易模式的创新？",
        "报告是否识别了关键玩家？"
      ],
      "驱动因素与数据分析": [
        "报告是否分析了NFT等数字艺术形式兴起的驱动因素？",
        "报告是否提供了主流平台的交易数据分析？",
        "报告是否评估了艺术品估值机制与波动风险？"
      ],
      "未来预测与挑战评估": [
        "报告是否预测了数字艺术市场的未来增长？",
        "报告是否评估了未来面临的挑战？"
      ],
      "可视化呈现": [
        "报告是否包含了领域市场份额分布的饼图？",
        "报告是否包含了交易额变化趋势的折线图？"
      ]
    }
  },
  {
    "id": "007002",
    "query": "本人作为某省级文化遗产保护中心的民族音乐研究员，需撰写一份关于唢呐“出圈”的深度分析报告。报告聚焦2023–2025年唢呐在短视频平台的流行现象，系统梳理其从传统乐器向“顶流”转型的核心路径，包括年轻演奏者的创新融合、平台算法助推与文化复兴背景等维度；分析播放量、粉丝增长等数据趋势及其对青年文化消费的影响，识别潜在挑战如商业化过度。同时，绘制折线图展示B站、抖音等平台唢呐相关视频播放量趋势，并附唢呐表演现场实景图，最终提出非遗数字化传播的优化建议。",
    "checklist": {
      "转型路径梳理": [
        "报告是否系统梳理了唢呐从传统乐器向“顶流”转型的核心路径？",
        "报告是否分析了年轻演奏者的创新融合？",
        "报告是否评估了平台算法助推的作用？",
        "报告是否探讨了文化复兴背景对唢呐流行的影响？"
      ],
      "数据趋势与影响分析": [
        "报告是否提供了播放量、粉丝增长等数据趋势分析？",
        "报告是否评估了唢呐流行对青年文化消费的影响？",
        "报告是否识别了商业化过度等潜在挑战？"
      ],
      "可视化呈现": [
        "报告是否包含了B站、抖音等平台唢呐相关视频播放量趋势的折线图？",
        "报告是否附有唢呐表演现场实景图？"
      ],
      "传播优化建议": ["报告是否提出了非遗数字化传播的优化建议？"]
    }
  },
  {
    "id": "008001",
    "query": "本人作为某社会学研究所青年问题研究员，正在为2026年人口政策咨询撰写一份深度研究报告。请聚焦2023-2025年中国青年婚育观念演变，系统梳理影响因素、数据趋势及社会影响，内容包括经济压力与女性权益等驱动机制、Z世代婚育意愿调查分析、政策干预效果评估，以及潜在人口风险与优化建议。研究需绘制柱状图对比不同年龄段婚育意愿分布，并通过折线图呈现生育率变化趋势，为政策制定提供实证支撑与批判性洞察。",
    "checklist": {
      "观念演变梳理": [
        "报告是否系统梳理了影响青年婚育观念演变的因素？",
        "报告是否分析了经济压力对婚育观念的影响？",
        "报告是否评估了女性权益在婚育观念中的作用？"
      ],
      "数据趋势与社会影响分析": [
        "报告是否提供了Z世代婚育意愿调查分析？",
        "报告是否评估了政策干预效果？",
        "报告是否识别了潜在人口风险？"
      ],
      "可视化呈现": [
        "报告是否包含了不同年龄段婚育意愿分布的柱状图？",
        "报告是否包含了生育率变化趋势的折线图？"
      ],
      "政策优化建议": ["报告是否提出了针对青年婚育观念的优化建议？"]
    }
  },
  {
    "id": "008002",
    "query": "本人作为某重点大学学术委员会主任，正为学校青年人才健康保障政策制定撰写一份深度评估报告。请基于2023–2025年中国高校青年学者早逝案例，系统梳理该现象的社会成因与影响，内容包括高压科研考核、学术生态失衡、心理健康缺失等主要因素的演化路径，以及对学术创新与人才流失的长期冲击。同时，绘制折线图直观展示近三年青年学者早逝人数趋势与年龄分布，为政策优化提供实证支撑，并提出针对性干预建议，如完善休假机制与心理筛查。",
    "checklist": {
      "社会成因梳理": [
        "报告是否系统梳理了高压科研考核对青年学者早逝现象的影响？",
        "报告是否分析了学术生态失衡在该现象中的作用？",
        "报告是否评估了心理健康缺失对青年学者早逝的贡献？"
      ],
      "影响分析": [
        "报告是否评估了青年学者早逝对学术创新的长期冲击？",
        "报告是否评估了青年学者早逝对人才流失的长期冲击？"
      ],
      "可视化呈现": [
        "报告是否包含了近三年青年学者早逝人数趋势的折线图？",
        "报告是否包含了青年学者早逝年龄分布的图表？"
      ],
      "政策优化建议": [
        "报告是否提出了完善休假机制的建议？",
        "报告是否提出了心理筛查的建议？"
      ]
    }
  },
  {
    "id": "009001",
    "query": "本人作为某头部电竞俱乐部总经理，正在为2026年参赛策略制定撰写一份深度研究报告。请基于2024–2025年上海电竞大师赛的完整数据，系统梳理赛事从创办至今的整体格局及关键演进特征，内容包括项目构成与国际参与度、观众规模与线上线下流量趋势，以及对上海电竞产业拉动效应的量化评估等维度。研究需配一张赛事现场实景图，并绘制图表直观展示赛事观众流量变化趋势，为俱乐部决策提供数据支撑。在此基础上，提出俱乐部在2026年赛事中的参赛项目选型建议。",
    "checklist": {
      "赛事格局梳理": [
        "报告是否系统梳理了上海电竞大师赛的项目构成？",
        "报告是否分析了国际参与度的变化？"
      ],
      "观众规模与流量趋势分析": [
        "报告是否提供了观众规模的分析？",
        "报告是否评估了线上线下流量的趋势？"
      ],
      "产业拉动效应评估": ["报告是否量化评估了赛事对上海电竞产业的拉动效应？"],
      "可视化呈现": [
        "报告是否配备了一张赛事现场实景图？",
        "报告是否包含了赛事观众流量变化趋势的图表？"
      ],
      "参赛项目选型建议": [
        "报告是否提出了俱乐部在2026年赛事中的参赛项目选型建议？"
      ]
    }
  },
  {
    "id": "010001",
    "query": "本人作为某国内半导体芯片企业的类脑计算研发总监，需撰写一份关于类脑计算技术演进与产业应用的深度战略报告。请围绕“类脑计算从基础架构到应用生态的演进路径”展开梳理，聚焦2023–2025年关键技术突破与产业动态，结合最新权威来源，系统覆盖以下维度：（1）核心架构迭代：梳理脉冲神经网络（SNN）从第二代到第三代在神经元建模、突触可塑性与事件驱动机制上的优化路径，明确关键突破的时间节点与创新点，并对比中美企业在类脑芯片架构上的差异及其性能指标。（2）应用场景拓展：分析类脑计算在边缘计算、脑机接口及智能机器人领域的典型应用演进，对比不同场景的能效提升与局限性，并绘制一张应用场景性能对比雷达图，涵盖功耗、延迟与鲁棒性等维度。（3）产业生态与挑战：梳理全球类脑计算产业链布局特征，包括芯片设计、软件框架与下游应用的协同机制；引用最新政策文件评估其对产业化进程的影响，并绘制时间轴图呈现2023–2025年关键技术里程碑。",
    "checklist": {
      "核心架构迭代梳理": [
        "报告是否系统梳理了脉冲神经网络（SNN）从第二代到第三代的优化路径？",
        "报告是否明确了关键突破的时间节点与创新点？",
        "报告是否对比了中美企业在类脑芯片架构上的差异及其性能指标？"
      ],
      "应用场景拓展分析": [
        "报告是否分析了类脑计算在边缘计算、脑机接口及智能机器人领域的典型应用演进？",
        "报告是否对比了不同场景的能效提升与局限性？",
        "报告是否包含了一张应用场景性能对比雷达图，涵盖功耗、延迟与鲁棒性等维度？"
      ],
      "产业生态与挑战梳理": [
        "报告是否梳理了全球类脑计算产业链布局特征？",
        "报告是否评估了最新政策文件对产业化进程的影响？",
        "报告是否包含了一张时间轴图，呈现2023–2025年关键技术里程碑？"
      ]
    }
  },
  {
    "id": "011001",
    "query": "本人作为某制造业协会政策顾问，正在为2026年中国制造业升级规划撰写一份深度研究报告。请围绕后疫情时代全球供应链重组对中国制造业的影响展开评估，基于2023-2025年贸易数据与地缘事件，系统覆盖以下维度：（1）重组驱动因素：疫情、地缘冲突如何推动供应链区域化转移？中国制造业机遇与挑战是什么？绘制柱状图展示主要国家供应链转移比例。（2）行业影响分析：电子、汽车、纺织子行业典型中断案例有哪些？重组后成本效率趋势如何？绘制折线图呈现中国制造业出口变化。（3）政策应对评估：中国“双循环”与美国“友岸外包”对比效果如何？政策影响路径是什么？基于2024-2025年企业案例分析成功因素与局限；以表格形式对比中、美政策指标，如贸易依存度、投资流向。（4）未来预判：预测2026-2030年重组影响，包括弹性提升手段与风险；提出数字化转型建议，如AI优化供应链路径。",
    "checklist": {
      "重组驱动因素评估": [
        "报告是否分析了疫情和地缘冲突对供应链区域化转移的推动作用？",
        "报告是否评估了中国制造业在供应链重组中的机遇与挑战？",
        "报告是否包含了主要国家供应链转移比例的柱状图？"
      ],
      "行业影响分析": [
        "报告是否提供了电子、汽车、纺织子行业典型中断案例？",
        "报告是否评估了供应链重组后的成本效率趋势？",
        "报告是否包含了中国制造业出口变化的折线图？"
      ],
      "政策应对评估": [
        "报告是否对比了中国“双循环”与美国“友岸外包”政策的效果？",
        "报告是否分析了政策影响路径？",
        "报告是否基于2024-2025年企业案例分析了成功因素与局限？",
        "报告是否包含了中、美政策指标对比的表格？"
      ],
      "未来预判与建议": [
        "报告是否预测了2026-2030年供应链重组的影响？",
        "报告是否提出了提升弹性的手段与风险管理建议？",
        "报告是否提出了数字化转型建议，如AI优化供应链路径？"
      ]
    }
  },
  {
    "id": "011002",
    "query": "本人作为某风险投资基金的亚洲市场投资总监，正在为2026年独角兽投资组合调整撰写一份深度研究报告。请聚焦2023-2025年中国独角兽企业生态发展，基于最新榜单与融资数据，系统覆盖以下维度：（1）分布与增长特征：独角兽企业在人工智能、半导体、新能源汽车等领域的数量占比与估值变化如何？2024-2025年新增独角兽数量及总估值趋势反映了哪些结构性调整？绘制饼图展示行业分布占比。（2）代表性企业剖析：分析字节跳动、蚂蚁集团、Shein等头部企业的核心创新模式、市场壁垒及国际化路径，并评估政策支持与地缘风险的影响；绘制时间轴图呈现关键融资事件与新增企业节点。（3）融资与退出动态：VC/PE投资偏好演变、典型IPO或并购案例的成功因素，以及2024-2025年融资总额与轮次分布趋势；绘制雷达图比较头部企业竞争力维度。（4）风险识别与投资启示：识别估值泡沫、监管不确定性等潜在风险，并提出筛选框架与配置建议。",
    "checklist": {
      "分布与增长特征分析": [
        "报告是否分析了独角兽企业在各领域的数量占比与估值变化？",
        "报告是否评估了2024-2025年新增独角兽数量及总估值趋势？",
        "报告是否包含了行业分布占比的饼图？"
      ],
      "代表性企业剖析": [
        "报告是否分析了字节跳动、蚂蚁集团、Shein等头部企业的核心创新模式、市场壁垒及国际化路径？",
        "报告是否评估了政策支持与地缘风险的影响？",
        "报告是否包含了关键融资事件与新增企业节点的时间轴图？"
      ],
      "融资与退出动态分析": [
        "报告是否分析了VC/PE投资偏好的演变？",
        "报告是否提供了典型IPO或并购案例的成功因素？",
        "报告是否评估了2024-2025年融资总额与轮次分布趋势？",
        "报告是否包含了头部企业竞争力维度的雷达图？"
      ],
      "风险识别与投资启示": [
        "报告是否识别了估值泡沫、监管不确定性等潜在风险？",
        "报告是否提出了筛选框架与配置建议？"
      ]
    }
  },
  {
    "id": "011003",
    "query": "本人作为某商业银行数字支付业务主管，正在为2026年数字人民币推广策略撰写一份深度研究报告。请聚焦2023–2025年试点进展与国际动态，基于中国人民银行数据与权威报告，系统覆盖以下维度：（1）技术框架与升级：概述双层运营架构、钱包分级与可控匿名机制；分析引入付息功能后向存款型演化的潜在影响；引用双层运营架构示意图，直观呈现发行与流通层关系。（2）国内应用场景：总结零售消费、公共缴费、乡村振兴等典型案例；评估2023–2025年交易规模、钱包开立与活跃度增速；绘制折线图展示累计交易金额与笔数趋势。（3）跨境与国际化：分析香港合作试点与mBridge项目进展，对人民币国际化及CBDC竞争的机遇与挑战；以表格形式对比中国、欧盟、美国等主要经济体CBDC试点阶段与交易规模。（4）经济效应、风险与应对：综述对货币政策传导、金融包容性、商业银行中介作用的影响证据；识别隐私泄露、网络安全、洗钱风险及数据局限性；评估监管框架效果与不足，并提出银行推广的风险缓释与场景创新路径。",
    "checklist": {
      "技术框架与升级梳理": [
        "报告是否概述了数字人民币的双层运营架构、钱包分级与可控匿名机制？",
        "报告是否分析了引入付息功能后向存款型演化的潜在影响？",
        "报告是否引用了双层运营架构示意图，直观呈现发行与流通层关系？"
      ],
      "国内应用场景分析": [
        "报告是否总结了零售消费、公共缴费、乡村振兴等典型案例？",
        "报告是否评估了2023–2025年交易规模、钱包开立与活跃度增速？",
        "报告是否包含了累计交易金额与笔数趋势的折线图？"
      ],
      "跨境与国际化分析": [
        "报告是否分析了香港合作试点与mBridge项目进展？",
        "报告是否评估了人民币国际化及CBDC竞争的机遇与挑战？",
        "报告是否包含了中国、欧盟、美国等主要经济体CBDC试点阶段与交易规模的对比表格？"
      ],
      "经济效应、风险与应对评估": [
        "报告是否综述了数字人民币对货币政策传导、金融包容性、商业银行中介作用的影响证据？",
        "报告是否识别了隐私泄露、网络安全、洗钱风险及数据局限性？",
        "报告是否评估了监管框架效果与不足，并提出了银行推广的风险缓释与场景创新路径？"
      ]
    }
  },
  {
    "id": "012001",
    "query": "本人作为某跨国生物医药公司的研发战略总监，需撰写一份关于CAR-T疗法技术与产业发展的深度战略报告，用于指导公司管线布局与研发资源倾斜决策。请围绕“CAR-T疗法的全链条演变路径”展开梳理，聚焦1989年至今的关键发展阶段，结合2023-2025年最新进展，系统覆盖以下维度：（1）技术迭代演变：梳理从第一代到第五代CAR-T在结构设计上的优化路径，明确关键技术突破的时间节点与核心创新点，并引用CAR-T结构代际演变示意图予以直观呈现。（2）临床应用拓展：分析适应症从血液肿瘤向实体瘤及自身免疫疾病扩展的演进路径，评估关键临床试验对适应症拓展的推动作用，对比中美两国在临床试验数量、靶点选择与区域布局上的差异及其演变趋势（3）产业化与监管演变：梳理全球CAR-T产品的获批时间线及代表性产品，生产工艺的演进路径，中美监管政策的阶段性特征及其对产业化进程的影响，并绘制时间轴图呈现关键节点。（4）挑战与突破演变：从早期的细胞因子风暴、神经毒性等急性副作用，到实体瘤靶点稀缺、肿瘤微环境抑制等长期挑战，梳理各发展阶段核心问题的演变脉络及相应应对技术的迭代路径，重点分析当前未解决的关键瓶颈及2023年后的主要突破尝试与研究方向。",
    "checklist": {
      "技术迭代演变": [
        "报告是否系统梳理了从第一代到第五代CAR-T在结构设计上的优化路径？",
        "报告是否明确了关键技术突破的时间节点与核心创新点？",
        "报告是否包含了CAR-T结构代际演变示意图？"
      ],
      "临床应用拓展": [
        "报告是否分析了CAR-T适应症从血液肿瘤向实体瘤及自身免疫疾病扩展的演进路径？",
        "报告是否评估了关键临床试验对适应症拓展的推动作用？",
        "报告是否对比了中美两国在临床试验数量、靶点选择与区域布局上的差异及其演变趋势？"
      ],
      "产业化与监管演变": [
        "报告是否梳理了全球CAR-T产品的获批时间线及代表性产品？",
        "报告是否阐述了生产工艺的演进路径？",
        "报告是否分析了中美监管政策的阶段性特征及其对产业化进程的影响？",
        "报告是否包含了时间轴图以呈现关键节点？"
      ],
      "挑战与突破演变": [
        "报告是否梳理了各发展阶段核心问题的演变脉络及相应应对技术的迭代路径？",
        "报告是否重点分析了当前未解决的关键瓶颈？",
        "报告是否总结了2023年后的主要突破尝试与研究方向？"
      ]
    }
  },
  {
    "id": "012002",
    "query": "本人作为某食品科技公司的健康产品研发总监，正在为2026年预制菜健康化升级撰写一份深度研究报告。请聚焦2023-2025年中国预制菜行业的营养健康影响与创新趋势，基于最新消费数据与监管动态，系统覆盖以下维度：（1）营养风险与机制：预制菜加工中营养流失、高钠高脂及添加剂使用的主要问题有哪些？这些因素如何增加肥胖、心血管疾病等慢性病风险？绘制柱状图对比预制菜与新鲜菜肴的营养成分差异。（2）健康化创新技术：冷链保鲜、真空包装、低钠配方及AI优化等技术的应用案例如何？2024-2025年低脂高蛋白产品的渗透率趋势反映了什么？配一张预制菜标准化生产车间实景图，展示清洁化、自动化与温控管理场景；绘制雷达图评估主流品牌健康指标。（3）市场监管与消费反馈：分析2024年六部门预制菜食品安全通知的执行效果，以及消费者对健康担忧的调查数据与品牌响应。（4）未来建议：预判健康预制菜的市场机会，并提出企业级改造路径与风险防控。",
    "checklist": {
      "营养风险与机制梳理": [
        "报告是否分析了预制菜加工中营养流失、高钠高脂及添加剂使用的主要问题？",
        "报告是否评估了这些因素如何增加肥胖、心血管疾病等慢性病风险？",
        "报告是否包含了预制菜与新鲜菜肴的营养成分差异的柱状图？"
      ],
      "健康化创新技术分析": [
        "报告是否分析了冷链保鲜、真空包装、低钠配方及AI优化等技术的应用案例？",
        "报告是否评估了2024-2025年低脂高蛋白产品的渗透率趋势？",
        "报告是否配备了一张预制菜标准化生产车间实景图，展示清洁化、自动化与温控管理场景？",
        "报告是否包含了主流品牌健康指标的雷达图？"
      ],
      "市场监管与消费反馈分析": [
        "报告是否分析了2024年六部门预制菜食品安全通知的执行效果？",
        "报告是否评估了消费者对健康担忧的调查数据与品牌响应？"
      ],
      "未来建议提出": [
        "报告是否预判了健康预制菜的市场机会？",
        "报告是否提出了企业级改造路径与风险防控建议？"
      ]
    }
  },
  {
    "id": "012003",
    "query": "本人作为某大型水产养殖企业的基因育种研发总监，需撰写一份关于基因编辑无刺鱼技术的前沿进展与产业化路径的深度分析报告，覆盖以下维度：（1）技术原理与核心基因：阐述CRISPR-Cas9针对鱼类肌间刺的敲除机制及其对鱼体生长、肉质影响的因果关系；对比草鱼、鲫鱼、武昌鱼等鱼种在基因编辑效率上的差异，并绘制一张雷达图，涵盖编辑成功率、生长速度提升比例、营养成分保留度等指标。（2）产业化进展与应用案例：分析中国（如华中农业大学团队无刺草鱼、海大集团5000万元技术收购）、日本（如基因编辑罗非鱼上市）等国的典型案例，评估其对养殖产量、加工便利性和市场渗透率的推动作用；引用2024–2025年数据，展示无刺鱼商业化后经济效益趋势，并附示意图说明基因编辑前后鱼体结构变化。（3）挑战、风险与监管演变：识别食用安全评估、环境逸散风险及遗传稳定性等核心问题，梳理中美日等国在基因编辑水产审批政策的差异及其对产业化进程的影响。",
    "checklist": {
      "技术原理与核心基因梳理": [
        "报告是否阐述了CRISPR-Cas9针对鱼类肌间刺的敲除机制？",
        "报告是否分析了基因编辑对鱼体生长和肉质的影响？",
        "报告是否对比了不同鱼种在基因编辑效率上的差异？",
        "报告是否包含了一张雷达图，涵盖编辑成功率、生长速度提升比例、营养成分保留度等指标？"
      ],
      "产业化进展与应用案例分析": [
        "报告是否分析了中国和日本等国的典型无刺鱼基因编辑案例？",
        "报告是否评估了这些案例对养殖产量、加工便利性和市场渗透率的推动作用？",
        "报告是否展示了无刺鱼商业化后的经济效益趋势？",
        "报告是否附有示意图说明基因编辑前后鱼体结构变化？"
      ],
      "挑战、风险与监管演变梳理": [
        "报告是否识别了食用安全评估、环境逸散风险及遗传稳定性等核心问题？",
        "报告是否梳理了中美日等国在基因编辑水产审批政策的差异及其对产业化进程的影响？"
      ]
    }
  },
  {
    "id": "013001",
    "query": "本人作为某跨国科技企业全球AI合规总监，正为2026年企业产品全球部署与风控决策撰写深度研究报告。请系统对比2023–2025年间中、美、欧三地的AI治理框架及落地进展：（1）治理框架对比：剖析欧盟《AI法案》风险分类机制、中国生成式AI分级管理要求及美国最新AI政策导向；以表格形式对比三大司法辖区在定义范围、禁止行为及惩罚机制上的核心异同。（2）监管重点与动态：比较各方在算法透明度、数据合规及合成内容标识方面的标准差异；绘制2023–2025年全球主要AI监管法案出台与修订的关键节点时间轴图。（3）企业实操影响：结合2024–2025年执法案例，分析跨国企业在多地适配中的运营损耗。绘制一张散点图，涵盖合规难度与创新自由度两个维度，评估不同法域对商业化进度的约束力。（4）趋势预判与建议：研判全球AI治理向国际框架靠拢的可能性，分析长臂管辖下的法律冲突风险。针对2026年需求，提出兼顾模型性能优化与多重法制兼容的“合规中台”建设建议。",
    "checklist": {
      "治理框架对比分析": [
        "报告是否剖析了欧盟《AI法案》风险分类机制、中国生成式AI分级管理要求及美国最新AI政策导向？",
        "报告是否包含了三大司法辖区在定义范围、禁止行为及惩罚机制上的核心异同的对比表格？"
      ],
      "监管重点与动态比较": [
        "报告是否比较了各方在算法透明度、数据合规及合成内容标识方面的标准差异？",
        "报告是否包含了2023–2025年全球主要AI监管法案出台与修订的关键节点时间轴图？"
      ],
      "企业实操影响分析": [
        "报告是否结合2024–2025年执法案例，分析了跨国企业在多地适配中的运营损耗？",
        "报告是否包含了一张散点图，涵盖合规难度与创新自由度两个维度，评估不同法域对商业化进度的约束力？"
      ],
      "趋势预判与建议提出": [
        "报告是否研判了全球AI治理向国际框架靠拢的可能性？",
        "报告是否分析了长臂管辖下的法律冲突风险？",
        "报告是否提出了兼顾模型性能优化与多重法制兼容的“合规中台”建设建议？"
      ]
    }
  },
  {
    "id": "014001",
    "query": "本人作为某核能研究机构首席科学家，需为2026年可控核聚变技术评估撰写深度研究报告。请聚焦2023–2025年全球聚变突破与项目进展，覆盖：（1）技术路径对比：托卡马克、惯性约束及新兴私人路线的关键原理优化与工程取舍；解释2024–2025年EAST长脉冲纪录、NIF能量输出提升的核心机制；引用并说明托卡马克与惯性约束装置结构示意图。（2）里程碑影响：评估EAST高约束长脉冲、NIF点火重复实验、ITER组装节点及私营公司融资对产业化的推动；绘制主要聚变装置的能量增益和脉冲时长趋势折线图。（3）挑战与瓶颈：从等离子体稳定性、材料耐受、能量增益与工程集成四方面总结最新局限，并讨论若出现事故或数据不一致，其反映的方法学问题；用表格对比主要路线技术成熟度与成本区间。（4）未来预判：基于证据推断2030年前商业化可能性，提出投资优先级与国际合作建议。",
    "checklist": {
      "技术路径对比分析": [
        "报告是否对托卡马克、惯性约束及新兴私人路线的关键原理优化与工程取舍进行了对比？",
        "报告是否解释了2024–2025年EAST长脉冲纪录、NIF能量输出提升的核心机制？",
        "报告是否引用并说明了托卡马克与惯性约束装置结构示意图？"
      ],
      "里程碑影响评估": [
        "报告是否评估了EAST高约束长脉冲、NIF点火重复实验、ITER组装节点及私营公司融资对产业化的推动作用？",
        "报告是否包含了主要聚变装置的能量增益和脉冲时长趋势折线图？"
      ],
      "挑战与瓶颈总结": [
        "报告是否从等离子体稳定性、材料耐受、能量增益与工程集成四方面总结了最新局限？",
        "报告是否讨论了若出现事故或数据不一致，其反映的方法学问题？",
        "报告是否包含了主要路线技术成熟度与成本区间的对比表格？"
      ],
      "未来预判与建议提出": [
        "报告是否基于证据推断了2030年前商业化的可能性？",
        "报告是否提出了投资优先级与国际合作建议？"
      ]
    }
  },
  {
    "id": "014002",
    "query": "本人作为某省级生态环境厅大气环境处负责人，需撰写一份支撑“双碳”目标下大气污染协同防控策略的深度研究报告。报告需基于2023-2025年最新观测数据、模型模拟及权威文献，结合多源证据进行批判性分析，涵盖以下维度：（1）AOC核心驱动因素：大气氧化性主要受哪些自由基（如OH、NO3）及前体物（如VOCs、NOx）影响？在碳峰值政策背景下，排放控制如何改变AOC的季节与区域分布？需绘制2023-2025年中国主要城市群（如京津冀、长三角）AOC趋势折线图，并标注数据来源。（2）AOC对臭氧与PM2.5污染的影响：AOC增强如何驱动臭氧生成与二次颗粒物爆发增长？需引用大气氧化机制示意图，说明自由基循环与污染物转化路径。（3）AOC与气候协同调控框架：基于最新研究，如何通过AOC调控实现空气质量与温室气体减排的协同？评估气象因素（如温度、湿度）对AOC的非线性影响，并提出2026-2030年区域性政策建议。",
    "checklist": {
      "AOC核心驱动因素分析": [
        "报告是否分析了大气氧化性主要受哪些自由基及前体物影响？",
        "报告是否评估了碳峰值政策背景下排放控制对AOC季节与区域分布的影响？",
        "报告是否包含了2023-2025年中国主要城市群AOC趋势折线图，并标注数据来源？"
      ],
      "AOC对臭氧与PM2.5污染的影响分析": [
        "报告是否分析了AOC增强如何驱动臭氧生成与二次颗粒物爆发增长？",
        "报告是否引用了大气氧化机制示意图，说明自由基循环与污染物转化路径？"
      ],
      "AOC与气候协同调控框架评估": [
        "报告是否分析了如何通过AOC调控实现空气质量与温室气体减排的协同？",
        "报告是否评估了气象因素对AOC的非线性影响？",
        "报告是否提出了2026-2030年区域性政策建议？"
      ]
    }
  },
  {
    "id": "015001",
    "query": "本人作为某国际科研合作联盟协调员，需撰写关于“地缘政治波动对全球科研合作格局影响”的深度评估报告。请整合2023–2025年数据，涵盖以下维度：（1）趋势演变：剖析科技脱钩对科研人员流动的干预逻辑。绘制2023–2025年主要经济体间科研合著论文数量趋势折线图，直观展示合作密度的时序变化特征。（2）领域冲击：聚焦AI与半导体等高敏感领域，分析安全审查对跨境联合实验的影响。绘制2023–2025年关键科技禁令发布与科研产出波动的时间轴图，揭示政策干预的即时效应。（3）学科韧性：评估“一带一路”科技合作与中欧多边协议对冲风险的实效。绘制多学科应对地缘干扰的风险承受力雷达图，对比基础科学与应用技术领域的受损度差异。（4）风险预判与建议：识别科研碎片化风险，评估“小院高墙”对前沿突破的长期冲击。提出构建跨境安全合规框架、强化民间科技外交及完善多边数据共享协议的方案，以维护全球科研生态的开放性与协同价值。",
    "checklist": {
      "趋势演变分析": [
        "报告是否剖析了科技脱钩对科研人员流动的干预逻辑？",
        "报告是否包含了2023–2025年主要经济体间科研合著论文数量趋势折线图？"
      ],
      "领域冲击分析": [
        "报告是否聚焦了AI与半导体等高敏感领域，分析了安全审查对跨境联合实验的影响？",
        "报告是否包含了2023–2025年关键科技禁令发布与科研产出波动的时间轴图？"
      ],
      "学科韧性评估": [
        "报告是否评估了“一带一路”科技合作与中欧多边协议对冲风险的实效？",
        "报告是否包含了多学科应对地缘干扰的风险承受力雷达图，对比了基础科学与应用技术领域的受损度差异？"
      ],
      "风险预判与建议提出": [
        "报告是否识别了科研碎片化风险，评估了“小院高墙”对前沿突破的长期冲击？",
        "报告是否提出了构建跨境安全合规框架、强化民间科技外交及完善多边数据共享协议的方案？"
      ]
    }
  },
  {
    "id": "015002",
    "query": "本人作为某量子计算初创公司的超导材料研发主管，需撰写一份关于镍基高温超导最新进展的深度评估报告。该报告应聚焦2023–2025年间关键突破，并涵盖以下维度：（1）技术演进路径：梳理从无限层到Ruddlesden–Popper（RP）系列镍基材料的结构优化历程，明确2023年La3Ni2O7高压下80K超导发现、2025年常压下45K与高压下96K突破的核心机制，并对比早期NdNiO2体系的局限性。（2）性能指标对比：基于Nature、Science等期刊公开实验数据，对比镍基与铜基、铁基超导在转变温度（Tc）、临界磁场（Hc2）、电流密度（Jc）及常压稳定性等方面的差异，评估其在液氮温区（77K）的优势与缺陷，并绘制一张Tc随压力变化的趋势图，标注关键实验点与来源。（3）应用潜力与建议：结合能源传输、强磁场磁体等潜在应用场景，提出材料选型与工程化路线建议，并引用La3Ni2O7晶体结构示意图与高压诱导超导相图，辅助说明其在能源传输与量子器件中的可行性。",
    "checklist": {
      "技术演进路径梳理": [
        "报告是否系统梳理了从无限层到Ruddlesden–Popper（RP）系列镍基材料的结构优化历程？",
        "报告是否明确了2023年La3Ni2O7高压下80K超导发现的核心机制？",
        "报告是否明确了2025年常压下45K与高压下96K突破的核心机制？",
        "报告是否对比了早期NdNiO2体系的局限性？"
      ],
      "性能指标对比分析": [
        "报告是否对比了镍基与铜基、铁基超导在转变温度（Tc）、临界磁场（Hc2）、电流密度（Jc）及常压稳定性等方面的差异？",
        "报告是否评估了镍基超导在液氮温区（77K）的优势与缺陷？",
        "报告是否包含了一张Tc随压力变化的趋势图，标注关键实验点与来源？"
      ],
      "应用潜力与建议提出": [
        "报告是否结合能源传输、强磁场磁体等潜在应用场景提出了材料选型与工程化路线建议？",
        "报告是否引用了La3Ni2O7晶体结构示意图与高压诱导超导相图，以辅助说明其在能源传输与量子器件中的可行性？"
      ]
    }
  },
  {
    "id": "016001",
    "query": "本人作为某省级教育信息化发展中心的政策研究员，需撰写一份支撑区域教育数字化推广政策制定的深度研究报告，全面刻画2023年以来我国教育领域智能技术融合应用的发展现状与趋势。报告需基于最新政策文件、企业实践案例及权威数据，涵盖以下维度：（1）政策体系构成：我国“中央-地方”协同的教育数字化转型政策框架包含哪些核心文件？中央政策的核心导向与地方实施方案在落地重点上呈现哪些共性与差异化特征？（2）技术应用现状：梳理智能工具在基础教育、高等教育、职业教育中的典型应用场景。评估相关核心技术路径的商业化落地程度，并结合用户规模、渗透率、功能调用量等相关数据，绘制图表呈现其发展趋势。（3）区域实践分布：对比东、中、西部地区在教育数字化推进路径上的地域特征。选取至少两个代表性区域案例，深入分析其实施成效与可复制的关键经验，并结合实地照片进行直观呈现。（4）挑战与应对现状：系统归纳当前教育数字化转型在政策衔接与执行、技术与教学深度融合、师生数字素养鸿沟、数据安全与算法伦理治理等方面面临的核心挑战。总结并评估现有主要应对措施的实施效果及其局限性。",
    "checklist": {
      "政策体系构成": [
        "报告是否系统梳理了我国“中央-地方”协同的教育数字化转型政策框架及其核心文件？",
        "报告是否分析了中央政策的核心导向与地方实施方案在落地重点上的共性与差异化特征？"
      ],
      "技术应用现状": [
        "报告是否全面梳理了智能工具在基础教育、高等教育、职业教育中的典型应用场景？",
        "报告是否评估了相关核心技术路径的商业化落地程度？",
        "报告是否结合用户规模、渗透率、功能调用量等数据，绘制了相关技术应用的发展趋势图表？"
      ],
      "区域实践分布": [
        "报告是否对比了东、中、西部地区在教育数字化推进路径上的地域特征？",
        "报告是否选取了至少两个代表性区域案例，深入分析了其实施成效与可复制的关键经验？",
        "报告是否结合实地照片，直观呈现了区域实践案例的具体情况？"
      ],
      "挑战与应对现状": [
        "报告是否系统归纳了当前教育数字化转型在政策衔接与执行、技术与教学深度融合、师生数字素养鸿沟、数据安全与算法伦理治理等方面面临的核心挑战？",
        "报告是否总结并评估了现有主要应对措施的实施效果及其局限性？"
      ]
    }
  },
  {
    "id": "016002",
    "query": "本人作为某省教育政策研究员，正撰写《“双减”五周年：校外教育生态重构评估报告》。请基于2023–2025年官方统计与调研数据，系统分析以下维度：（1）转型机制与结构演进：剖析学科类培训向素质教育转型的驱动模型。绘制2023–2025年非学科机构登记量与渗透率变化趋势折线图，分析转型背后的商业逻辑与政策适配度。（2）成效实证与供需错位：评估学生作业负担与家庭支出的减压效果。绘制校外转型成效多维度对比雷达图（涵盖负担减轻、素养提升、家长焦虑值等指标），结合最新调研数据揭示深层供需矛盾。（3）治理盲区与风险查纠：分析“众筹私教”、“高端托管”等隐形变异培训的生存模式。以表格形式对比2024–2025年各省市非法培训典型行政处罚案例，评估其震慑效应与监测局限。（4）趋势预判与路径优化：研判2026年后由“行政围堵”向“社会共治”转型的必然性。提出建立非学科资金强制存管机制、探索素质教育学分认证体系及构建家校社协同治理模型的具体建议，以维护教育生态平衡。",
    "checklist": {
      "转型机制与结构演进分析": [
        "报告是否剖析了学科类培训向素质教育转型的驱动模型？",
        "报告是否包含了2023–2025年非学科机构登记量与渗透率变化趋势折线图？"
      ],
      "成效实证与供需错位评估": [
        "报告是否评估了学生作业负担与家庭支出的减压效果？",
        "报告是否包含了校外转型成效多维度对比雷达图，结合最新调研数据揭示深层供需矛盾？"
      ],
      "治理盲区与风险查纠分析": [
        "报告是否分析了“众筹私教”、“高端托管”等隐形变异培训的生存模式？",
        "报告是否包含了2024–2025年各省市非法培训典型行政处罚案例的对比表格，评估其震慑效应与监测局限？"
      ],
      "趋势预判与路径优化提出": [
        "报告是否研判了2026年后由“行政围堵”向“社会共治”转型的必然性？",
        "报告是否提出了建立非学科资金强制存管机制、探索素质教育学分认证体系及构建家校社协同治理模型的具体建议？"
      ]
    }
  },
  {
    "id": "017001",
    "query": "本人作为某沉浸式艺术展览公司的技术总监，正在为2026年VR艺术项目迭代撰写一份深度研究报告。请聚焦2023-2025年虚拟现实技术提升沉浸式艺术体验的进展，基于硬件升级与应用案例，系统覆盖以下维度：（1）核心技术演进：MetaQuest系列与AppleVisionPro的分辨率、眼手跟踪及空间音频优化如何增强视觉与交互沉浸感？2024-2025年算法改进对艺术细节呈现的影响是什么？配一张VR沉浸式交互体验实景图。（2）艺术应用案例：虚拟博物馆、沉浸式数字展览的落地效果如何？绘制折线图呈现2023-2025年用户沉浸满意度变化趋势。（3）体验评估与挑战：对比传统展览与VR沉浸式艺术在用户满意度方面的调查结果，并分析VR体验中存在的眩晕感、内容创作门槛高等局限性；绘制雷达图比较主流头显在艺术体验维度上的表现。（4）未来趋势与策略：预判AI生成内容与多用户共享空间的融合潜力，并提出展览优化路径。",
    "checklist": {
      "核心技术演进分析": [
        "报告是否分析了MetaQuest系列与AppleVisionPro的分辨率、眼手跟踪及空间音频优化如何增强视觉与交互沉浸感？",
        "报告是否评估了2024-2025年算法改进对艺术细节呈现的影响？",
        "报告是否配备了一张VR沉浸式交互体验实景图？"
      ],
      "艺术应用案例评估": [
        "报告是否分析了虚拟博物馆、沉浸式数字展览的落地效果？",
        "报告是否包含了2023-2025年用户沉浸满意度变化趋势的折线图？"
      ],
      "体验评估与挑战分析": [
        "报告是否对比了传统展览与VR沉浸式艺术在用户满意度方面的调查结果？",
        "报告是否分析了VR体验中存在的眩晕感、内容创作门槛高等局限性？",
        "报告是否包含了主流头显在艺术体验维度上的表现的雷达图？"
      ],
      "未来趋势与策略提出": [
        "报告是否预判了AI生成内容与多用户共享空间的融合潜力？",
        "报告是否提出了展览优化路径建议？"
      ]
    }
  },
  {
    "id": "018001",
    "query": "本人作为某人力资源和社会保障厅养老保险处处长，正在为2026年养老基金可持续性评估撰写一份深度研究报告。请聚焦2023-2025年中国人口老龄化对社会保障的影响及应对策略，基于最新统计与政策动态，系统覆盖以下维度：（1）老龄化现状与压力：养老保险基金收支缺口扩大机制是什么？绘制折线图展示2023-2025年人口老龄化与基金收支趋势。（2）社会保障影响评估：基本养老保险替代率下降、医疗支出增长对基金可持续性的实证影响有哪些？2024-2025年财政补贴依赖性强的局限性如何体现？绘制热力图呈现省级老年抚养比分布。（3）现有应对政策效果：评估当前主要应对政策（渐进式延迟退休、多层次养老体系与银发经济发展）的实施进展，并分析其对基金支付压力的缓解程度；同时，通过表格对比延迟退休政策实施前后的基金收支预测数据，量化其长期财务影响。（4）风险识别与优化路径：识别区域不均衡与低生育率加剧的长期风险，并提出可持续策略与国际借鉴。",
    "checklist": {
      "老龄化现状与压力分析": [
        "报告是否分析了养老保险基金收支缺口扩大机制？",
        "报告是否包含了2023-2025年人口老龄化与基金收支趋势的折线图？"
      ],
      "社会保障影响评估": [
        "报告是否评估了基本养老保险替代率下降、医疗支出增长对基金可持续性的实证影响？",
        "报告是否分析了2024-2025年财政补贴依赖性强的局限性？",
        "报告是否包含了省级老年抚养比分布的热力图？"
      ],
      "现有应对政策效果评估": [
        "报告是否评估了当前主要应对政策的实施进展？",
        "报告是否分析了这些政策对基金支付压力的缓解程度？",
        "报告是否包含了延迟退休政策实施前后的基金收支预测数据的对比表格？"
      ],
      "风险识别与优化路径提出": [
        "报告是否识别了区域不均衡与低生育率加剧的长期风险？",
        "报告是否提出了可持续策略与国际借鉴建议？"
      ]
    }
  },
  {
    "id": "019001",
    "query": "本人作为某影视传媒集团策略总监，需撰写《2026年微短剧行业爆发与精品化转型报告》。请基于近两年市场数据，系统分析以下维度：（1）市场动能与结构演变：剖析微短剧从流量博弈向内容提质转型的驱动模型。绘制2023–2025年中国微短剧市场规模与备案量趋势折线图，展示行业提质增效的转化拐点。（2）爽点机制与受众画像：分析“反转、重生”等题材的叙事模板。绘制微短剧受众价值主张雷达图（指标含节奏感、心理代入感、审美偏好、付费意愿），量化短剧与长剧受众的预期差异。（3）监管治理与出海实战：调研专项整治对违规内容的治理成效。列表对比2024–2025年国内外主流短剧平台的合规政策与变现路径，并引用典型短剧出海剧场的截图或宣传海报说明叙事适配性。（4）趋势预判与路径优化：研判“短剧+AI全流程生产”等纯娱乐赛道的商业潜力。针对2026年市场饱和风险，提出构建内容激励机制与跨境分发体系的具体方案。",
    "checklist": {
      "市场动能与结构演变分析": [
        "报告是否剖析了微短剧从流量博弈向内容提质转型的驱动模型？",
        "报告是否包含了2023–2025年中国微短剧市场规模与备案量趋势折线图？"
      ],
      "爽点机制与受众画像分析": [
        "报告是否分析了“反转、重生”等题材的叙事模板？",
        "报告是否包含了微短剧受众价值主张雷达图，量化了短剧与长剧受众的预期差异？"
      ],
      "监管治理与出海实战调研": [
        "报告是否调研了专项整治对违规内容的治理成效？",
        "报告是否包含了2024–2025年国内外主流短剧平台的合规政策与变现路径的对比表格？",
        "报告是否引用了典型短剧出海剧场的截图或宣传海报说明叙事适配性？"
      ],
      "趋势预判与路径优化提出": [
        "报告是否研判了“短剧+AI全流程生产”等纯娱乐赛道的商业潜力？",
        "报告是否提出了构建内容激励机制与跨境分发体系的具体方案？"
      ]
    }
  },
  {
    "id": "020001",
    "query": "本人作为国家新一代人工智能治理专业委员会下设的具身智能伦理安全专项研究组组长，现需对具身智能伦理安全领域的前沿问题进行深度研究。报告需聚焦2023-2025年间的技术演进、政策辩论与治理实践，具体从以下四方面展开：（1）物理安全与伤害归因机制：分析人机物理交互中因算法决策失误、硬件故障或环境误判导致人身伤害的典型案例与模式；系统梳理当前在可解释AI、实时安全监控与事后归因技术上的最新进展，并绘制一张归因分析技术路线的雷达图，对比不同方法在实时性、准确性、可追溯性及法律可接纳度四个维度的表现。（2）社会渗透与心理安全边界：研究高度仿人形态或具备深度情感交互能力的具身智能体，对儿童、老年人等脆弱群体在心理依赖方面产生的潜在长期影响。要求引用2023年以来在顶级人机交互会议或心理学刊物的最新实证研究，分析关键变量，并汇总多项研究数据，绘制一张展示风险影响因素与干预有效性之间关系的统计散点图，以可视化方式呈现不同变量组合下的风险分布。（3）自主性与责任伦理框架：当具备自主规划能力的具身智能体在开放动态环境中作出决策并造成后果时，应如何界定开发者、部署方、用户与智能体自身之间的责任边界？请结合2023–2025年国际主要AI治理框架及行业领先企业发布的伦理准则，对比分析其责任划分逻辑，并配一张具身机器人在真实人类生活或工作场景中自主行动的实景照片，以体现其所处的复杂交互环境。（4）安全测试与认证前沿体系：调研全球在具身智能安全测试床、仿真基准及安全认证方面的最新实践，提出一套融合了动态测试、形式化验证与持续监控的“安全韧性”认证指标体系雏形。",
    "checklist": {
      "物理安全与伤害归因机制分析": [
        "报告是否分析了人机物理交互中因算法决策失误、硬件故障或环境误判导致人身伤害的典型案例与模式？",
        "报告是否梳理了当前在可解释AI、实时安全监控与事后归因技术上的最新进展？",
        "报告是否包含了归因分析技术路线的雷达图，对比了不同方法在实时性、准确性、可追溯性及法律可接纳度四个维度的表现？"
      ],
      "社会渗透与心理安全边界研究": [
        "报告是否研究了高度仿人形态或具备深度情感交互能力的具身智能体对儿童、老年人等脆弱群体在心理依赖方面产生的潜在长期影响？",
        "报告是否引用了2023年以来在顶级人机交互会议或心理学刊物的最新实证研究，分析了关键变量？",
        "报告是否包含了一张展示风险影响因素与干预有效性之间关系的统计散点图？"
      ],
      "自主性与责任伦理框架分析": [
        "报告是否分析了当具备自主规划能力的具身智能体在开放动态环境中作出决策并造成后果时，如何界定开发者、部署方、用户与智能体自身之间的责任边界？",
        "报告是否结合了2023–2025年国际主要AI治理框架及行业领先企业发布的伦理准则，对比分析了其责任划分逻辑？",
        "报告是否配备了一张具身机器人在真实人类生活或工作场景中自主行动的实景照片？"
      ],
      "安全测试与认证前沿体系调研": [
        "报告是否调研了全球在具身智能安全测试床、仿真基准及安全认证方面的最新实践？",
        "报告是否提出了一套融合了动态测试、形式化验证与持续监控的“安全韧性”认证指标体系雏形？"
      ]
    }
  },
  {
    "id": "020002",
    "query": "本人作为一家头部汽车制造集团旗下自动驾驶子公司的战略规划总监，正为公司制定2026-2030年高阶自动驾驶（L3及以上）技术路线图。现需一份深度研究报告，聚焦“技术、法规、商业”三大维度，重点从以下几方面展开：（1）技术瓶颈与成本路径：分析2023-2025年L4级城市NOA落地的核心瓶颈，对比纯视觉、多传感器融合等主流技术路线的可靠性与成本差异。绘制2022-2025年主流自动驾驶芯片的算力、能效比与成本趋势雷达图。（2）法规演进与责任界定：梳理中、欧、美2024-2025年L3/L4级自动驾驶在准入、数据安全、事故责任方面的新法规。结合至少两个典型事故司法案例，分析不同法规下“人机责任”划分逻辑及对主机厂风险的影响。（3）商业模式与盈利预测：评估Robotaxi、干线物流、私人乘用车等场景的商业模式成熟度与单位经济模型。对比Waymo、Cruise、百度Apollo等企业在2024-2025年的运营成本与付费意愿数据。绘制一张柱状图，对比不同场景在初始投资、运营成本、市场规模及预计盈亏平衡时间点的关键数据。（4）产业链格局与竞合态势：分析2024-2025年自动驾驶产业链竞争格局，识别车规级激光雷达、大算力芯片等“卡脖子”环节的主要供应商及壁垒。研判主机厂、科技公司、Tier1间竞合关系新动态。绘制2024–2025年自动驾驶核心环节的市场份额演变饼图，标注主要供应商市占率的变化及关键竞争维度。",
    "checklist": {
      "技术瓶颈与成本路径分析": [
        "报告是否分析了2023-2025年L4级城市NOA落地的核心瓶颈？",
        "报告是否对比了纯视觉、多传感器融合等主流技术路线的可靠性与成本差异？",
        "报告是否包含了2022-2025年主流自动驾驶芯片的算力、能效比与成本趋势雷达图？"
      ],
      "法规演进与责任界定梳理": [
        "报告是否梳理了中、欧、美2024-2025年L3/L4级自动驾驶在准入、数据安全、事故责任方面的新法规？",
        "报告是否结合了至少两个典型事故司法案例，分析了不同法规下“人机责任”划分逻辑及对主机厂风险的影响？"
      ],
      "商业模式与盈利预测评估": [
        "报告是否评估了Robotaxi、干线物流、私人乘用车等场景的商业模式成熟度与单位经济模型？",
        "报告是否对比了Waymo、Cruise、百度Apollo等企业在2024-2025年的运营成本与付费意愿数据？",
        "报告是否包含了一张柱状图，对比了不同场景在初始投资、运营成本、市场规模及预计盈亏平衡时间点的关键数据？"
      ],
      "产业链格局与竞合态势分析": [
        "报告是否分析了2024-2025年自动驾驶产业链竞争格局，识别了车规级激光雷达、大算力芯片等“卡脖子”环节的主要供应商及壁垒？",
        "报告是否研判了主机厂、科技公司、Tier1间竞合关系新动态？",
        "报告是否包含了2024–2025年自动驾驶核心环节的市场份额演变饼图，标注了主要供应商市占率的变化及关键竞争维度？"
      ]
    }
  },
  {
    "id": "020003",
    "query": "本人作为一家头部短视频平台的首席技术官，当前正主导团队制定平台未来2-3年的核心技术路线。AIGC视频生成技术是本次战略评估的重中之重。我们需要一份深度研究报告，以研判该技术对内容生态、创作范式及平台架构的颠覆性影响，并为我们的投资决策提供明确依据。报告需紧密围绕2023-2025年的最新进展，重点从以下几方面展开：（1）技术栈成熟度与平台集成路径评估：系统梳理当前主流文生视频及图/视频生视频模型的底层架构演进、核心性能边界和开源生态现状。需绘制一张技术栈成熟度雷达图，从生成质量、计算成本、可控性、泛化能力、部署便捷性五个维度，对比评估至少三个代表性模型，并注明评估所依据的权威基准测试报告或论文数据。（2）AIGC工具用户增长的数据统计与趋势分析：针对抖音、快手、视频号等中国主要短视频平台，引用平台官方发布的公开数据报告作为支撑，统计并分析其自2023年至2025年间，内置或集成的核心AIGC视频生成工具的用户增长关键指标。需绘制一张多柱状簇状对比图，直观展示不同平台、不同工具在上述指标上的增长轨迹与横向对比。（3）AIGC视频生成技术关键指标的数据统计与趋势分析：基于多源信息，统计并分析2023年至2025年间，主流AIGC视频模型在关键性能指标上的演进趋势。需重点包含训练数据规模、API调用成本及用户生成量等维度的量化数据。要求绘制一张多曲线折线图，直观展示不同模型或技术路线在上述指标上的变化轨迹，并注明数据来源。（4）商业模式与平台战略建议：综合以上分析，预判AIGC视频生成技术在未来2-3年内可能催生的新商业模式，提出清晰的技术路线选择建议。",
    "checklist": {
      "技术栈成熟度与平台集成路径评估": [
        "报告是否梳理了当前主流文生视频及图/视频生视频模型的底层架构演进、核心性能边界和开源生态现状？",
        "报告是否包含了一张技术栈成熟度雷达图，从生成质量、计算成本、可控性、泛化能力、部署便捷性五个维度，对比评估了至少三个代表性模型？",
        "报告是否注明了评估所依据的权威基准测试报告或论文数据？"
      ],
      "AIGC工具用户增长的数据统计与趋势分析": [
        "报告是否引用了抖音、快手、视频号等中国主要短视频平台官方发布的公开数据报告作为支撑，统计并分析了其自2023年至2025年间，内置或集成的核心AIGC视频生成工具的用户增长关键指标？",
        "报告是否包含了一张多柱状簇状对比图，直观展示了不同平台、不同工具在上述指标上的增长轨迹与横向对比？"
      ],
      "AIGC视频生成技术关键指标的数据统计与趋势分析": [
        "报告是否基于多源信息，统计并分析了2023年至2025年间，主流AIGC视频模型在关键性能指标上的演进趋势？",
        "报告是否包含了一张多曲线折线图，直观展示了不同模型或技术路线在训练数据规模、API调用成本及用户生成量等维度上的变化轨迹？"
      ],
      "商业模式与平台战略建议提出": [
        "报告是否综合了以上分析，预判了AIGC视频生成技术在未来2-3年内可能催生的新商业模式？",
        "报告是否提出了清晰的技术路线选择建议？"
      ]
    }
  },
  {
    "id": "021001",
    "query": "本人作为跨国资产管理公司的全球策略分析师，需为机构客户撰写一份关于关税战对全球金融市场影响的对比分析报告。报告应横向对比特朗普政府第一任期（2017–2020年）与第二任期（2025年重启）的两轮关税战政策，聚焦其对美国、中国、欧盟三大经济体金融市场冲击的差异，基于2023年后的权威数据与市场分析（包含2025年最新市场动态），从以下维度展开深度剖析：（1）政策核心特征对比：两轮关税战在征税范围、税率水平、靶向对象及政策合法性争议方面有何异同？政策推出的经济背景存在哪些关键差异？绘制两轮关税战期间的征税范围与税率对比图。（2）大类资产波动差异：对比分析两轮关税战期间美、中、欧在股市、债市、汇市及加密货币市场的波动幅度、传导路径及时效性，并绘制主要股指的波动趋势对比图以直观呈现差异。（3）行业传导机制差异：两轮关税战对制造业、科技业、农业、消费业的盈利影响路径有何不同？为何2025年出现“出口依赖型行业重挫、内需板块逆势抗跌”的分化特征？科技板块中半导体、消费电子、信创领域表现差异背后的核心驱动因素是什么？绘制美国与中国受关税直接影响及间接波及的代表性行业指数表现对比图。（4）政策应对与市场韧性对比：美联储、中国央行及欧洲央行在两轮关税战中的货币政策取向有何差异？同为关税战期间，为何2018年美联储持续加息，而2025年多国央行“提前降息”？企业层面的供应链调整对提升相关行业及市场整体韧性的效果如何？（5）资产配置策略启示：基于两轮关税战的市场反应差异，结合当前美国政治博弈与潜在的经济滞胀风险，为机构客户提供跨经济体、跨资产类别的配置建议，明确避险资产与结构性机会的选择逻辑。",
    "checklist": {
      "政策核心特征对比": [
        "报告是否系统对比了两轮关税战在征税范围、税率水平、靶向对象及政策合法性争议方面的异同？",
        "报告是否分析了两轮关税战政策推出的经济背景中的关键差异？",
        "报告是否包含了两轮关税战期间的征税范围与税率对比图？"
      ],
      "大类资产波动差异": [
        "报告是否对比分析了两轮关税战期间美、中、欧在股市、债市、汇市及加密货币市场的波动幅度、传导路径及时效性？",
        "报告是否包含了主要股指的波动趋势对比图？"
      ],
      "行业传导机制差异": [
        "报告是否对比分析了两轮关税战对制造业、科技业、农业、消费业的盈利影响路径的不同？",
        "报告是否解释了在2025年出现“出口依赖型行业重挫、内需板块逆势抗跌”这一分化特征的成因？",
        "报告是否分析了科技板块中半导体、消费电子、信创领域表现差异背后的核心驱动因素？",
        "报告是否包含了美国与中国受关税直接影响及间接波及的代表性行业指数表现对比图？"
      ],
      "政策应对与市场韧性对比": [
        "报告是否对比分析了美联储、中国央行及欧洲央行在两轮关税战中的货币政策取向的差异？",
        "报告是否解释了为何2018年美联储持续加息，而2025年多国央行“提前降息”？",
        "报告是否评估了企业层面的供应链调整对提升相关行业及市场整体韧性的效果？"
      ],
      "资产配置策略启示": [
        "报告是否基于两轮关税战的市场反应差异，结合当前美国政治博弈与潜在的经济滞胀风险，为机构客户提供了跨经济体、跨资产类别的配置建议？",
        "报告是否明确了避险资产与结构性机会的选择逻辑？"
      ]
    }
  },
  {
    "id": "021002",
    "query": "本人作为一家管理超百亿美元资产的全球宏观对冲基金首席投资官，正为2026年开启的投资决策做准备。基于本轮美联储降息周期面临的多重结构性挑战，我将委托一份深度研判报告，重点从以下几方面展开：（1）剖析美联储在“就业疲软与通胀粘性”并存下的决策困境，特别是数据质量引发的信任危机对其决策框架的冲击。结合内部政策分歧与外部政治压力，量化分析未来两年降息的几种核心情景及其市场隐含概率，并基于2023-2025年公开的联邦基金利率预测点阵图数据，绘制一张美联储官员利率预期分布的核密度估计图。（2）全球资产的差异化传导与压力测试：在美元信用基础变化的背景下，推演降息如何通过不同渠道影响美股、美债、新兴市场及黄金等各类资产。重点进行多情景对比测试，分析在“降息成功”与“降息失误”两种情形下，各类资产表现的巨大分化，并引用近十年关键市场数据，绘制一张展示新兴市场股票指数收益率与美元指数变动率的散点图及拟合回归线。（3）跨市场资本流动与套利机会：分析降息后全球资本再配置的可能方向，识别对利率敏感的市场与行业板块。同时，评估因主要央行政策分化带来的套利空间，并提示相关风险。基于各央行远期利率协议数据，绘制一张主要经济体政策利率路径预测的箱线图。（4）组合重构与尾部风险对冲：基于上述研判，提出跨资产组合的动态调整框架。说明如何在不同的宏观情景下，对风险资产与防御资产进行再平衡，并引入适当的尾部风险对冲策略，以管理潜在极端波动。",
    "checklist": {
      "美联储决策困境剖析": [
        "报告是否剖析了美联储在“就业疲软与通胀粘性”并存下的决策困境？",
        "报告是否量化分析了未来两年降息的几种核心情景及其市场隐含概率？",
        "报告是否包含了一张美联储官员利率预期分布的核密度估计图？"
      ],
      "全球资产差异化传导与压力测试": [
        "报告是否推演了降息如何通过不同渠道影响美股、美债、新兴市场及黄金等各类资产？",
        "报告是否进行了多情景对比测试，分析了在“降息成功”与“降息失误”两种情形下，各类资产表现的巨大分化？",
        "报告是否包含了一张展示新兴市场股票指数收益率与美元指数变动率的散点图及拟合回归线？"
      ],
      "跨市场资本流动与套利机会分析": [
        "报告是否分析了降息后全球资本再配置的可能方向，识别了对利率敏感的市场与行业板块？",
        "报告是否评估了因主要央行政策分化带来的套利空间，并提示了相关风险？",
        "报告是否包含了一张主要经济体政策利率路径预测的箱线图？"
      ],
      "组合重构与尾部风险对冲提出": [
        "报告是否提出了跨资产组合的动态调整框架？",
        "报告是否说明了如何在不同的宏观情景下，对风险资产与防御资产进行再平衡，并引入适当的尾部风险对冲策略？"
      ]
    }
  },
  {
    "id": "021003",
    "query": "本人作为某大型资产管理公司宏观经济研究部的首席策略师，正为2026年全球资产配置撰写一份关于“2025年中国央行适度宽松货币政策”的深度分析报告。报告将超越政策汇总，深入剖析其在实际复杂环境下的多维影响、内在矛盾及未来路径，为全球资本配置提供前瞻框架。报告将重点从以下几方面展开：(1)政策框架与传导效率：系统梳理2025年“一揽子金融政策”中的数量、价格、结构三类措施，评估其截至第三季度的综合效果。需对比各季度社融、M2、贷款利率等数据的实际变化，并绘制企业新发贷款利率、个人房贷利率与政策利率的联动折线趋势图，以直观展示价格传导效果，同时分析政策在推动物价合理回升方面面临的主要挑战与效力边界。（2）结构支持与机制创新：聚焦政策对科技创新、消费提振等结构性目标的支撑。重点分析债券市场“科技板”与“科技创新债券风险分担工具”等创新机制的设计逻辑、运行机制与初步成效，并与传统再贷款工具进行比较。要求绘制不同融资工具的资金规模与风险敞口对比条形图，以直观展示其核心差异。（3）分析政策在维护金融市场稳定、化解重点领域风险方面的作用与潜在风险。重点探讨在美联储货币政策存在不确定性的背景下，如何平衡国内宽松需求与外部汇率稳定目标。要求绘制一张综合折线图，反映2024-2025年中美10年期国债利差变化、人民币实际有效汇率指数走势、以及央行外汇储备月度变动情况，可视化呈现内外政策博弈。（4）政策展望与资产配置含义：基于前述分析，评估当前“适度宽松”状态的可持续性及潜在目标冲突。预判在不同情景假设下，2026年货币政策工具箱的可能应对路径。",
    "checklist": {
      "政策框架与传导效率分析": [
        "报告是否梳理了2025年“一揽子金融政策”中的数量、价格、结构三类措施？",
        "报告是否评估了其截至第三季度的综合效果？",
        "报告是否包含了企业新发贷款利率、个人房贷利率与政策利率的联动折线趋势图？"
      ],
      "结构支持与机制创新分析": [
        "报告是否聚焦了政策对科技创新、消费提振等结构性目标的支撑？",
        "报告是否分析了债券市场“科技板”与“科技创新债券风险分担工具”等创新机制的设计逻辑、运行机制与初步成效？",
        "报告是否包含了不同融资工具的资金规模与风险敞口对比条形图？"
      ],
      "金融市场稳定与风险化解分析": [
        "报告是否分析了政策在维护金融市场稳定、化解重点领域风险方面的作用与潜在风险？",
        "报告是否探讨了在美联储货币政策存在不确定性的背景下，如何平衡国内宽松需求与外部汇率稳定目标？",
        "报告是否包含了一张综合折线图，反映了2024-2025年中美10年期国债利差变化、人民币实际有效汇率指数走势、以及央行外汇储备月度变动情况？"
      ],
      "政策展望与资产配置含义提出": [
        "报告是否评估了当前“适度宽松”状态的可持续性及潜在目标冲突？",
        "报告是否预判了在不同情景假设下，2026年货币政策工具箱的可能应对路径？"
      ]
    }
  },
  {
    "id": "022001",
    "query": "本人作为某大型连锁药店集团的产品研发与采购总监，正为2026-2027年度保健品战略规划制定提供决策依据。基于“精准营养”与“证据强度”两大核心，现需撰写一份深度内部分析报告，报告将重点从以下几方面展开：（1）前沿功效成分的证据等级分析：聚焦2023-2025年在“调节肠道菌群”与“延缓认知衰退”领域涌现的新原料。需评估其关键临床研究结论，特别是随机对照试验的样本量、终点指标改善程度。要求绘制一张雷达图，对比至少三种热门新成分在证据质量、效果强度、安全性与成本维度的综合潜力，并引用2023年后的权威数据。（2）特定人群细分市场的功效验证与需求匹配：以“孕期女性营养”和“高强度运动人群恢复”为例，分析其核心健康诉求与现有功效证据的匹配度。需阐明哪些功效宣称得到高质量研究支持，哪些尚属推测。要求基于公开临床注册数据库数据，绘制一张展示近五年相关临床试验数量年度趋势的折线图，以佐证研发热点迁移。（3）多源信息整合与冲突辨析：对比监管机构、学术期刊与消费测评机构对同一类热点产品（如助眠类保健品）的评价。需识别并分析不同信源间可能存在的观点冲突及其背后原因，例如评价标准差异或利益关联。最终，需给出公司在产品宣传时应采纳的平衡立场与风险提示要点。（4）基于证据与趋势的战略建议：综合以上分析，提出产品组合优化与营销沟通的具体建议。要求绘制一张产品战略组合矩阵图（横轴为市场潜力，纵轴为科学证据强度），对现有及潜在产品进行定位。",
    "checklist": {
      "前沿功效成分的证据等级分析": [
        "报告是否聚焦了2023-2025年在“调节肠道菌群”与“延缓认知衰退”领域涌现的新原料？",
        "报告是否评估了其关键临床研究结论，特别是随机对照试验的样本量、终点指标改善程度？",
        "报告是否包含了一张雷达图，对比了至少三种热门新成分在证据质量、效果强度、安全性与成本维度的综合潜力？"
      ],
      "特定人群细分市场的功效验证与需求匹配分析": [
        "报告是否以“孕期女性营养”和“高强度运动人群恢复”为例，分析了其核心健康诉求与现有功效证据的匹配度？",
        "报告是否阐明了哪些功效宣称得到高质量研究支持，哪些尚属推测？",
        "报告是否包含了一张展示近五年相关临床试验数量年度趋势的折线图？"
      ],
      "多源信息整合与冲突辨析": [
        "报告是否对比了监管机构、学术期刊与消费测评机构对同一类热点产品（如助眠类保健品）的评价？",
        "报告是否识别并分析了不同信源间可能存在的观点冲突及其背后原因？",
        "报告是否给出了公司在产品宣传时应采纳的平衡立场与风险提示要点？"
      ],
      "基于证据与趋势的战略建议提出": [
        "报告是否综合了以上分析，提出了产品组合优化与营销沟通的具体建议？",
        "报告是否包含了一张产品战略组合矩阵图，对现有及潜在产品进行定位？"
      ]
    }
  },
  {
    "id": "022002",
    "query": "本人作为某头部生物医药公司战略投资部的资深分析师，需撰写一份关于中国创新药出海（聚焦欧美市场）的深度战略研判报告。报告将系统剖析2023-2025年的最新进展、核心挑战与未来路径，重点从以下几方面展开：（1）市场准入模式与监管环境分析：对比自研、授权及合作出海路径在美欧的最新审评结果与效率差异，分析FDAPDUFAVII新规及欧盟HTA改革带来的具体影响。要求绘制一张2023-2025年中国创新药在美欧获批数量的分季度趋势图，并引用一张FDA最新的审评流程图辅助说明。（2）商业化成功关键因素与案例对标：选取近期在欧美市场成功放量与遭遇挫折的典型案例，深度解构其在定价、医保准入、渠道及本土化团队等方面的具体策略与得失。要求绘制一个多维度雷达图，可视化对比成功与失败案例在临床价值、价格、渠道等关键维度的表现差异。（3）License-out交易趋势与估值逻辑演变：基于2024年以来重大出海交易，分析首付、里程碑等交易条款的演变趋势，并探讨在地缘政治与监管趋严背景下，国际大药企对中国创新药资产的估值逻辑变化。要求引用2023-2025年期间权威行业报告数据，并绘制折线图以直观展示数据变化趋势。（4）未来战略路径与风险预警：预判2026-2028年最具出海潜力的治疗领域与最优路径组合，针对临床数据全球竞争力、供应链安全及海外运营合规三大核心风险，提出具体的风险缓释策略与投资建议。",
    "checklist": {
      "市场准入模式与监管环境分析": [
        "报告是否对比了自研、授权及合作出海路径在美欧的最新审评结果与效率差异？",
        "报告是否分析了FDAPDUFAVII新规及欧盟HTA改革带来的具体影响？",
        "报告是否包含了一张2023-2025年中国创新药在美欧获批数量的分季度趋势图？"
      ],
      "商业化成功关键因素与案例对标分析": [
        "报告是否选取了近期在欧美市场成功放量与遭遇挫折的典型案例，深度解构了其在定价、医保准入、渠道及本土化团队等方面的具体策略与得失？",
        "报告是否包含了一个多维度雷达图，可视化对比了成功与失败案例在临床价值、价格、渠道等关键维度的表现差异？"
      ],
      "License-out交易趋势与估值逻辑演变分析": [
        "报告是否基于2024年以来重大出海交易，分析了首付、里程碑等交易条款的演变趋势？",
        "报告是否探讨了在地缘政治与监管趋严背景下，国际大药企对中国创新药资产的估值逻辑变化？",
        "报告是否包含了一张折线图以直观展示了2023-2025年期间权威行业报告数据的变化趋势？"
      ],
      "未来战略路径与风险预警提出": [
        "报告是否预判了2026-2028年最具出海潜力的治疗领域与最优路径组合？",
        "报告是否针对临床数据全球竞争力、供应链安全及海外运营合规三大核心风险，提出了具体的风险缓释策略与投资建议？"
      ]
    }
  },
  {
    "id": "023001",
    "query": "本人是某头部国际旅游集团亚太区市场战略分析师。我的核心任务是评估中国自2023年以来的签证便利化政策对入境游市场的实际影响，为集团2026年是否进行重大资源投入的战略决策提供研判报告。报告需重点从以下几方面展开：（1）政策梳理与趋势分析：系统梳理2023年至2025年推出的关键签证便利化政策，包括单方面免签国家扩容、过境免签时长升级及申请流程简化等。要求绘制一张单方面免签国家数量随时间增长的折线图，清晰展示扩容轨迹与关键时间节点。（2）市场效应量化评估与客源结构变化：基于2024-2025年的最新数据，量化分析签证政策对入境旅游人次的直接拉动作用。深入分析政策是否改变了传统与新兴客源市场的增长贡献格局，要求绘制主要客源地区入境游客占比变化的图表。（3）对旅游消费行为与产业链的影响：系统探究签证政策调整如何重塑外国游客在华的出行决策与消费结构，重点分析由入境门槛降低所催生的“一程多站”、跨省联动的深度游新趋势。绘制一张游客在华消费构成变化的饼状图，对比政策实施前后文旅、零售、交通住宿等类别的份额变化。（4）竞争格局分析与未来前瞻：结合最新政策导向，评估中国作为旅游目的地的竞争力变化，并与集团当前在亚太其他主要市场的布局进行对比。要求绘制一张亚太主要旅游目的地在签证便利度、目的地吸引力、旅游基础设施三个维度的雷达图。",
    "checklist": {
      "政策梳理与趋势分析": [
        "报告是否系统梳理了2023年至2025年推出的关键签证便利化政策？",
        "报告是否包含了一张单方面免签国家数量随时间增长的折线图？"
      ],
      "市场效应量化评估与客源结构变化分析": [
        "报告是否基于2024-2025年的最新数据，量化分析了签证政策对入境旅游人次的直接拉动作用？",
        "报告是否深入分析了政策是否改变了传统与新兴客源市场的增长贡献格局？",
        "报告是否包含了一张主要客源地区入境游客占比变化的图表？"
      ],
      "对旅游消费行为与产业链的影响探究": [
        "报告是否系统探究了签证政策调整如何重塑外国游客在华的出行决策与消费结构？",
        "报告是否重点分析了由入境门槛降低所催生的“一程多站”、跨省联动的深度游新趋势？",
        "报告是否包含了一张游客在华消费构成变化的饼状图？"
      ],
      "竞争格局分析与未来前瞻评估": [
        "报告是否结合最新政策导向，评估了中国作为旅游目的地的竞争力变化？",
        "报告是否与集团当前在亚太其他主要市场的布局进行对比？",
        "报告是否包含了一张亚太主要旅游目的地在签证便利度、目的地吸引力、旅游基础设施三个维度的雷达图？"
      ]
    }
  },
  {
    "id": "024001",
    "query": "本人作为某沿海省份海洋经济发展局战略规划处主管，需撰写一份关于 2025–2030 年海洋经济绿色低碳转型的战略研判报告。报告将聚焦“环境与能源协同发展”这一主线，统筹梳理 2023–2025 年最新政策、技术成果与实践案例，重点从以下几方面展开：（1）技术创新与产业融合现状：系统梳理我国在海洋可再生能源、海洋碳汇、海上 CCUS 三大领域的技术突破及产业化应用进展，评估其对能源结构调整和减排目标的实际贡献。需绘制 2023–2025 年全国及沿海各省相关产业产值、装机容量、碳封存量等指标的趋势对比图，并标明数据来源。（2）生态保护与能源开发协同机制：以“海上光伏 + 海洋牧场”“海上风电 + 制氢”等典型融合模式为例，分析其在生态效益与经济效益方面的协同路径与潜在冲突点，并引用典型项目示意图，说明相关技术方案如何在开发利用与生态保护之间寻求平衡，并总结可推广的机制与经验。（3）政策与市场驱动体系：梳理国内政策（如《广东省促进海洋经济高质量发展条例》）和国际规则（如 BBNJ 协定）对海洋经济绿色转型的约束与支撑作用；分析蓝色债券、碳汇交易、司法蓝碳等金融工具的应用效果与推广瓶颈，并通过表格对比不同政策和市场工具的实施成效。（4）未来趋势与战略建议：在综合现有技术迭代、政策导向和国际合作趋势的基础上，预判 2025–2030 年海洋经济绿色低碳转型的关键发展方向。围绕“卡脖子”技术、生态风险防控、区域差异化发展三大挑战，提出具有可操作性的政策建议与实施路径，并结合多源证据加以论证与支撑。",
    "checklist": {
      "技术创新与产业融合现状": [
        "报告是否系统梳理了我国在海洋可再生能源、海洋碳汇、海上 CCUS 三大领域的技术突破及产业化应用进展？",
        "报告是否评估了上述三大领域对能源结构调整和减排目标的实际贡献？",
        "报告是否绘制了 2023–2025 年全国相关产业产值、装机容量、碳封存量等指标的趋势对比图，并标明数据来源？",
        "报告是否绘制了 2023–2025 年沿海各省相关产业产值、装机容量、碳封存量等指标的趋势对比图，并标明数据来源？"
      ],
      "生态保护与能源开发协同机制": [
        "报告是否以“海上光伏 + 海洋牧场”和“海上风电 + 制氢”等典型融合模式为例，分析其在生态效益与经济效益方面的协同路径？",
        "报告是否指出上述融合模式在实际推进中的潜在冲突点？",
        "报告是否选取典型项目，给出示意图，并说明相关技术方案如何在开发利用与生态保护之间寻求平衡？",
        "报告是否在案例分析基础上，归纳总结了可推广的协同机制与经验？"
      ],
      "政策与市场驱动体系": [
        "报告是否梳理并分析了国内政策（如《广东省促进海洋经济高质量发展条例》）对海洋经济绿色低碳转型的约束与支撑作用？",
        "报告是否梳理并分析了国际规则（如 BBNJ 协定）对海洋经济绿色低碳转型的约束与支撑作用？",
        "报告是否分析了蓝色债券、碳汇交易、司法蓝碳等金融工具在海洋经济绿色低碳转型中的应用效果及主要推广瓶颈？",
        "报告是否通过表格形式，对不同政策和市场工具的实施成效进行了对比？"
      ],
      "未来趋势与战略建议": [
        "报告是否在综合现有技术迭代、政策导向和国际合作趋势的基础上，预判了 2025–2030 年海洋经济绿色低碳转型的关键发展方向？",
        "报告是否分别围绕“卡脖子”技术、生态风险防控、区域差异化发展三大挑战，提出了具有可操作性的政策建议与实施路径？",
        "报告在提出上述战略建议时，是否结合了多源证据对论点进行论证与支撑？"
      ]
    }
  },
  {
    "id": "024002",
    "query": "本人作为某新能源投资基金的技术分析师，需撰写《2026-2030年全球新型储能技术演进与产业投资战略报告》。请聚焦2023–2025年全球技术突破与监管导向，系统分析以下维度：（1）核心技术路径剖析：对比500Ah+大容量锂电、钠离子电池、全固态电池及压缩空气储能的能量密度提升机理。解析2024年后钠电从研发向GWh级量产跨越的工艺瓶颈，并引用一张主流的大容量储能系统集成架构示意图，说明热管理与高压级联技术的最新优化路径。（2）应用场景与经济性：梳理源网荷储、工商业及4小时以上长时储能的示范项目。分析2024–2025年系统报价波动对度电存储成本的影响，绘制2023–2025年中美欧新型储能新增装机量与累计渗透率趋势对比图，并引用一张百兆瓦级压缩空气储能电站实景图佐证落地。（3）政策约束与全球准入：解析《欧盟电池与废电池法规》对碳足迹披露及安全合规的要求。通过表格对比2025年中国、美国、欧盟在储能补贴、市场准入及辅助服务收益模式上的差异，评估全球贸易壁垒对供应链稳定性的冲击。（4）风险矩阵与评级指标：基于2024–2025年典型热失控案例，评估系统集成、运维监控与合规风险。绘制雷达图，从能量效率、初始投资、环境足迹、政策友好度四个维度对不同路线进行综合投资评级。（5）趋势研判与配置建议：预判2026年后混合储能与长时储能的增长潜力。提出基金级赛道投资优先级、项目筛选财务指标及资产组合配置方案。",
    "checklist": {
      "核心技术路径剖析": [
        "报告是否对比了500Ah+大容量锂电、钠离子电池、全固态电池及压缩空气储能的能量密度提升机理？",
        "报告是否解析了2024年后钠电从研发向GWh级量产跨越的工艺瓶颈？",
        "报告是否包含了一张主流的大容量储能系统集成架构示意图？"
      ],
      "应用场景与经济性分析": [
        "报告是否梳理了源网荷储、工商业及4小时以上长时储能的示范项目？",
        "报告是否分析了2024–2025年系统报价波动对度电存储成本的影响？",
        "报告是否包含了一张2023–2025年中美欧新型储能新增装机量与累计渗透率趋势对比图？"
      ],
      "政策约束与全球准入分析": [
        "报告是否解析了《欧盟电池与废电池法规》对碳足迹披露及安全合规的要求？",
        "报告是否通过表格对比了2025年中国、美国、欧盟在储能补贴、市场准入及辅助服务收益模式上的差异？",
        "报告是否评估了全球贸易壁垒对供应链稳定性的冲击？"
      ],
      "风险矩阵与评级指标提出": [
        "报告是否基于2024–2025年典型热失控案例，评估了系统集成、运维监控与合规风险？",
        "报告是否包含了一张雷达图，从能量效率、初始投资、环境足迹、政策友好度四个维度对不同路线进行综合投资评级？"
      ],
      "趋势研判与配置建议提出": [
        "报告是否预判了2026年后混合储能与长时储能的增长潜力？",
        "报告是否提出了基金级赛道投资优先级、项目筛选财务指标及资产组合配置方案？"
      ]
    }
  },
  {
    "id": "026001",
    "query": "本人作为影视文化研究学者，需撰写一份关于《哪吒之魔童闹海》的深度研究报告，聚焦其在2025年上映后所取得的文化传播与产业示范效应。报告将结合2023-2025年间国漫产业发展动态、文化政策导向及观众反馈数据，系统阐释该影片实现文化价值与商业成功双突破的核心机制及其内在逻辑，涵盖以下维度：（1）文化符号的现代转译机制：《哪吒之魔童闹海》如何将三星堆青铜文化、宋韵建筑、侗族大歌等传统元素进行解构重组？这些元素与影片现代叙事主题的语义耦合逻辑是什么？请结合具体镜头语言、配乐案例及导演创作访谈展开分析，并引用代表性镜头画面，直观呈现传统元素在视觉设计中的转译路径。（2）受众全龄化的情感共鸣构建机制：影片如何通过角色情感分层设计覆盖不同年龄段受众？针对Z世代、30-39岁主力群体、40岁以上观众的情感触达策略有何差异？结合观众满意度调查数据、不同年龄层观影反馈，分析其打破“低幼向”标签的核心逻辑。（3）IP产业化的可持续机制：《哪吒之魔童闹海》依托全产业链模式实现商业突破，其IP长线开发策略与品牌跨界合作遵循怎样的内在逻辑？对比2023-2025年间其他代表性国漫IP的开发路径，分析其独特性与可复制性，并绘制图表呈现《哪吒》与同期主要国漫IP在产业链各环节的收入占比差异。（4）文化出海的传播机制：影片英文配音版在北美、澳新市场的发行策略如何适配海外受众的审美习惯与文化认知？其在跨文化传播中如何平衡“本土化表达”与“全球化适配”？结合具体海外票房数据、主流媒体与影评人评价，阐释其对国漫文化出海的路径启示。",
    "checklist": {
      "文化符号的现代转译机制": [
        "报告是否分析了影片如何将三星堆青铜文化、宋韵建筑、侗族大歌等传统元素进行解构重组？",
        "报告是否阐明了这些元素与影片现代叙事主题的语义耦合逻辑？",
        "报告是否结合具体镜头语言、配乐案例及导演创作访谈展开分析？",
        "报告是否引用了代表性镜头画面，直观呈现传统元素在视觉设计中的转译路径？"
      ],
      "受众全龄化的情感共鸣构建机制": [
        "报告是否分析了影片如何通过角色情感分层设计覆盖不同年龄段受众？",
        "报告是否阐述了影片针对Z世代、30-39岁主力群体、40岁以上观众的情感触达策略的差异？",
        "报告是否结合观众满意度调查数据、不同年龄层观影反馈，分析了其打破“低幼向”标签的核心逻辑？"
      ],
      "IP产业化的可持续机制": [
        "报告是否分析了影片IP长线开发策略与品牌跨界合作所遵循的内在逻辑？",
        "报告是否通过对比2023-2025年间其他代表性国漫IP的开发路径，分析了其独特性与可复制性？",
        "报告是否通过图表呈现了《哪吒》与同期主要国漫IP在产业链各环节的收入占比差异？"
      ],
      "文化出海的传播机制": [
        "报告是否分析了影片英文配音版在北美、澳新市场的发行策略如何适配海外受众的审美习惯与文化认知？",
        "报告是否分析了影片在跨文化传播中如何平衡“本土化表达”与“全球化适配”？",
        "报告是否结合具体海外票房数据、主流媒体与影评人评价，阐释了其对国漫文化出海的路径启示？"
      ]
    }
  },
  {
    "id": "026002",
    "query": "本人作为某国家级文化遗产保护研究所文化传播研究员，需为2026年“数字时代中华文化全球表达”国际论坛撰写深度研究报告，聚焦《黑神话：悟空》作为中华传统文化全球传播的新范式，系统梳理其2023–2025年在开发、发行及社会影响层面的发展脉络，并基于游戏销量数据、文旅联动效应与全球媒体反馈进行综合分析。覆盖以下维度：（1）文化转译机制：分析其如何重构《西游记》神话意象、山西古建与3D扫描/数字资产流程，并解释这些元素在叙事与视觉设计中的语义耦合；结合主创访谈与学者观点总结“传统美学现代化”的关键创新；引用一张代表性游戏场景图展示古建元素的数字化重构。（2）全球传播评估：用2024–2025公开数据刻画销量、平台口碑与海外讨论热度变化，分析海外玩家文化认知提升的可能机制；比较中外媒体评价差异，并评估DLC/版本更新对传播的边际作用；绘制2023–2025销量与文化关键词搜索指数折线对比图，并用热力地图展示海外玩家活跃分布。（3）文旅联动与社会影响：以山西“跟着悟空游山西”等项目为主线，结合取景地旅游数据，评估对客流、消费与青年文化自信/软实力的影响，指出归因与口径局限；以表格形式对比联动前后景区核心指标。（4）挑战与批判：梳理知识产权争议、审美误读与跨文化叙事摩擦，结合2025典型事件分析传播缺陷；绘制雷达图评估“文化准确性—娱乐性—创新度”。（5）趋势与建议：预判2026–2030游戏IP扩展的潜力，围绕本土化门槛与数字鸿沟提出策略与监测指标。",
    "checklist": {
      "文化转译机制分析": [
        "报告是否分析了《黑神话：悟空》如何重构《西游记》神话意象、山西古建与3D扫描/数字资产流程？",
        "报告是否解释了这些元素在叙事与视觉设计中的语义耦合？",
        "报告是否包含了一张代表性游戏场景图展示古建元素的数字化重构？"
      ],
      "全球传播评估": [
        "报告是否用2024–2025公开数据刻画了销量、平台口碑与海外讨论热度变化？",
        "报告是否比较了中外媒体评价差异，并评估了DLC/版本更新对传播的边际作用？",
        "报告是否包含了一张2023–2025销量与文化关键词搜索指数折线对比图？"
      ],
      "文旅联动与社会影响分析": [
        "报告是否以山西“跟着悟空游山西”等项目为主线，结合取景地旅游数据，评估了对客流、消费与青年文化自信/软实力的影响？",
        "报告是否指出了归因与口径局限？",
        "报告是否以表格形式对比了联动前后景区核心指标？"
      ],
      "挑战与批判梳理": [
        "报告是否梳理了知识产权争议、审美误读与跨文化叙事摩擦？",
        "报告是否结合2025典型事件分析了传播缺陷？",
        "报告是否包含了一张雷达图评估“文化准确性—娱乐性—创新度”？"
      ],
      "趋势与建议提出": [
        "报告是否预判了2026–2030游戏IP扩展的潜力？",
        "报告是否围绕本土化门槛与数字鸿沟提出了策略与监测指标？"
      ]
    }
  },
  {
    "id": "027001",
    "query": "本人作为某省级心理健康促进协会艺术疗愈专业委员会主任，需撰写一份关于2023-2025年中国艺术疗愈领域前沿进展与应用策略的深度评估报告。报告需涵盖以下维度：（1）政策框架与市场动态演变：中国艺术疗愈政策体系的核心构成是什么？绘制一张2023-2025年中国泛心理健康服务市场规模与艺术疗愈子领域占比趋势图。（2）技术创新与跨模态融合机制：2023年后艺术疗愈如何整合AI大语言模型实现个性化干预？表达性艺术治疗在神经美学基础上的脑机制有何最新证据？科技赋能下，多模态疗愈在提升情绪调节与压力缓解方面的效果差异如何？对比传统与数字艺术疗愈的适用场景，并绘制雷达图呈现核心性能指标。（3）临床应用与群体适配路径：艺术疗愈在癌症患者群体的心理重建机制是什么？具体如绘画与手工作品如何帮助患者实现情感宣泄与自我认知重建？针对青少年心理健康，关键干预路径与对照组效果差异如何？大学生群体在情绪觉察与社会联结方面的应用成效及局限性是什么？引用典型案例示意图，如曼陀罗绘画创作实景图，说明视觉元素在疗愈中的语义耦合。（4）社会影响与挑战应对演进：艺术疗愈在社区与教育场景的社会效益如何量化？核心挑战如专业人才短缺与文化适应性问题在不同地区的表现差异是什么？国际趋势对中国本土化实践的启示有哪些？通过表格对比中外艺术疗愈模式在理论创新、人才培养与伦理治理方面的异同，并提出3-5项优化建议，如构建本土化课程体系与多学科合作机制。",
    "checklist": {
      "政策框架与市场动态演变分析": [
        "报告是否梳理了中国艺术疗愈政策体系的核心构成？",
        "报告是否包含了一张2023-2025年中国泛心理健康服务市场规模与艺术疗愈子领域占比趋势图？"
      ],
      "技术创新与跨模态融合机制分析": [
        "报告是否分析了2023年后艺术疗愈如何整合AI大语言模型实现个性化干预？",
        "报告是否探讨了表达性艺术治疗在神经美学基础上的脑机制的最新证据？",
        "报告是否对比了传统与数字艺术疗愈的适用场景，并包含了一张雷达图呈现核心性能指标？"
      ],
      "临床应用与群体适配路径分析": [
        "报告是否分析了艺术疗愈在癌症患者群体的心理重建机制？",
        "报告是否探讨了针对青少年心理健康的关键干预路径与对照组效果差异？",
        "报告是否引用了典型案例示意图，如曼陀罗绘画创作实景图？"
      ],
      "社会影响与挑战应对演进分析": [
        "报告是否量化了艺术疗愈在社区与教育场景的社会效益？",
        "报告是否分析了核心挑战如专业人才短缺与文化适应性问题在不同地区的表现差异？",
        "报告是否通过表格对比了中外艺术疗愈模式在理论创新、人才培养与伦理治理方面的异同？"
      ]
    }
  },
  {
    "id": "028001",
    "query": "本人作为某国际战略研究机构的欧亚区域政策分析师，需撰写一份关于2023年以来美欧对乌政策调整对俄乌冲突态势及欧洲安全格局影响的深度评估报告。报告需聚焦近三年美欧核心政策的动态演变，结合最新战场态势与地缘政治数据，引用2023年后的权威来源，涵盖以下维度：（1）政策调整核心内容：分析特朗普政府在对乌政策上的调整，具体体现在军事援助条件、外交措辞、金融支持等方面的变化。对比欧盟对俄制裁在制裁范围、力度上的差异。阐述美欧在对乌财政支持的长期性承诺、以及对俄被冻结资产使用问题上的主要分歧与各自的战略考量。（2）对冲突态势的直接影响：评估美欧政策摇摆对俄乌战场攻防转换的关键影响。分析无人机、巡飞弹等智能作战装备的大规模应用普及，如何改变双方的非对称战术选择，进而影响美欧军事援助的优先级，并引用俄乌战场无人机作战实景图像予以直观呈现。结合近期的战场数据与具体战役案例展开分析，绘制2024年以来俄乌关键战役期间，美欧军事援助到货量与前线装备损耗率关联趋势图。（3）对欧洲安全格局的长远冲击：评估北约因应冲突而“复活”其集体防御功能，以及芬兰、瑞典加入北约，如何从地缘和军事上重塑了对峙格局。分析俄欧能源、贸易关系实质性中断对欧洲能源安全、产业链稳定、经济复苏进程的冲击，及其对欧盟内部政治团结造成的深刻影响。绘制2023年以来欧洲主要国家国防开支占GDP比例变化趋势图，以及同期美欧对乌军事、财政援助金额对比图。（4）政策矛盾与优化路径：剖析美欧战略目标与战术诉求之间的核心矛盾，及其在武器供应级别、情报共享范围等方面的体现。分析特朗普政府“施压乌方在领土问题上让步”的策略，为何因乌方抵抗决心、国际道义压力及俄罗斯战略意图不明而未能有效推动实质性谈判。针对当前“边打边谈”的僵持态势，提出3个兼具现实可行性与战略平衡性的潜在政策优化方向，并分别分析其可能的国际法依据与风险对冲考量。",
    "checklist": {
      "政策调整核心内容": [
        "报告是否分析了特朗普政府在对乌政策上的调整，具体体现在军事援助条件、外交措辞、金融支持等方面的变化？",
        "报告是否对比了欧盟对俄制裁在制裁范围、力度上的差异？",
        "报告是否阐述了美欧在对乌财政支持的长期性承诺、以及对俄被冻结资产使用问题上的主要分歧与各自的战略考量？"
      ],
      "对冲突态势的直接影响": [
        "报告是否评估了美欧政策摇摆对俄乌战场攻防转换的关键影响？",
        "报告是否分析了无人机、巡飞弹等智能作战装备的大规模应用普及，如何改变双方的非对称战术选择，进而影响美欧军事援助的优先级？",
        "报告是否引用了俄乌战场无人机作战实景图像予以直观呈现？",
        "报告是否包含2024年以来俄乌关键战役期间，美欧军事援助到货量与前线装备损耗率关联趋势图？"
      ],
      "对欧洲安全格局的长远冲击": [
        "报告是否评估了北约因应冲突而“复活”其集体防御功能，以及芬兰、瑞典加入北约，如何从地缘和军事上重塑了对峙格局？",
        "报告是否分析了俄欧能源、贸易关系实质性中断对欧洲能源安全、产业链稳定、经济复苏进程的冲击，及其对欧盟内部政治团结造成的深刻影响？",
        "报告是否包含2023年以来欧洲主要国家国防开支占GDP比例变化趋势图？",
        "报告是否包含同期美欧对乌军事、财政援助金额对比图？"
      ],
      "政策矛盾与优化路径": [
        "报告是否剖析了美欧战略目标与战术诉求之间的核心矛盾，及其在武器供应级别、情报共享范围等方面的体现？",
        "报告是否分析了特朗普政府“施压乌方在领土问题上让步”的策略，为何因乌方抵抗决心、国际道义压力及俄罗斯战略意图不明而未能有效推动实质性谈判？",
        "报告是否针对当前“边打边谈”的僵持态势，提出了至少3个兼具现实可行性与战略平衡性的潜在政策优化方向？",
        "报告是否分别分析了上述优化方向可能的国际法依据与风险对冲考量？"
      ]
    }
  },
  {
    "id": "029001",
    "query": "本人作为江苏省体育局赛事经济研究专员，需评估2025年江苏省城市足球联赛（苏超）对全省文体旅商融合发展、足球生态建设及区域协同发展的综合影响，为2026年赛事优化及全省赛事经济政策调整提供决策依据。报告聚焦2025年5月开赛至11月决赛的完整赛事周期，引用江苏省统计局、文旅厅、体育局及权威媒体发布的2025年最新数据与典型案例，涵盖以下维度：（1）经济影响评估：分析‘票根经济’‘赛事+文旅’模式对13个主场城市的旅游接待量、餐饮住宿销售额、商圈消费的拉动效应。基于月度数据进行分析，绘制13个城市主要消费指标月度变化趋势对比图。分析不同规模城市的经济受益差异及关键影响因素。结合赞助商扩容和具体企业赞助案例，分析赛事对本土体育制造业及商业品牌的赋能效果。（2）社会与文化影响评估：评估赛事在提升居民城市认同感、推动全民健身、激发青少年及业余足球参与热情等方面的实际成效。评估线上话题传播对江苏地域文化传播的助力作用及潜在局限性。绘制线上声量趋势与线下全民健身/足球培训报名量关联对比图。（3）足球生态影响评估：评估赛事对全省青训体系曝光度与资源投入的拉动效应。分析‘专业+业余’混合参赛模式对基层足球人才培养、裁判及赛事保障专业人才储备的长期价值。分析该模式在赛程公平性、资源匹配度等方面亟待解决的问题，并引用官方或主流媒体报道中的训练、比赛实景图像说明基层足球发展现状。（4）政策与区域协同影响评估：评估省级政策与赛事的联动实施效果。分析赛事对放大江苏良性竞争文化、促进区域体育资源整合的作用。结合‘苏超’经验向全国其他省级联赛扩散的可能性，分析其对全国赛事经济发展的示范价值与可复制性局限。",
    "checklist": {
      "经济影响评估": [
        "报告是否分析了‘票根经济’与‘赛事+文旅’模式对13个主场城市旅游接待量、餐饮住宿销售额、商圈消费的拉动效应？",
        "报告是否包含13个城市主要消费指标月度变化趋势对比图？",
        "报告是否分析了不同规模城市的经济受益差异及关键影响因素？",
        "报告是否结合赞助商扩容和具体企业赞助案例，分析了赛事对本土体育制造业及商业品牌的赋能效果？"
      ],
      "社会与文化影响评估": [
        "报告是否评估了赛事在提升居民城市认同感、推动全民健身、激发青少年及业余足球参与热情等方面的实际成效？",
        "报告是否包含线上声量趋势与线下全民健身/足球培训报名量关联对比图？",
        "报告是否评估了线上话题传播对江苏地域文化传播的助力作用及潜在局限性？"
      ],
      "足球生态影响评估": [
        "报告是否评估了赛事对全省青训体系曝光度与资源投入的拉动效应？",
        "报告是否引用官方或主流媒体报道中的训练、比赛实景图像说明基层足球发展现状？",
        "报告是否分析了‘专业+业余’混合参赛模式对基层足球人才培养、裁判及赛事保障专业人才储备的长期价值？",
        "报告是否分析了该混合模式在赛程公平性、资源匹配度等方面亟待解决的问题？"
      ],
      "政策与区域协同影响评估": [
        "报告是否评估了省级政策与赛事的联动实施效果？",
        "报告是否分析了赛事对放大江苏良性竞争文化、促进区域体育资源整合的作用？",
        "报告是否结合‘苏超’经验向全国其他省级联赛扩散的可能性，分析其对全国赛事经济发展的示范价值与可复制性局限？"
      ]
    }
  },
  {
    "id": "100001",
    "query": "As the lead researcher at a prominent AI lab specializing in hybrid intelligence systems, I need to compile a comprehensive report for guiding our 2026 R&D roadmap on integrating neural-symbolic methods with LLM reasoning. Focus on advancements from 2023-2025, drawing from top conferences like NeurIPS, ICML, and ICLR papers, to outline the evolution of neural-symbolic approaches in enhancing LLM capabilities for logical, mathematical, and causal reasoning. Key elements include: core mechanisms addressing LLM hallucinations and reasoning gaps, comparative performance metrics, and case studies from models like Neuro-Symbolic LLMs or AlphaProof variants. Include a retrieved diagram showing neural-symbolic fusion architectures, and draw a timeline chart depicting major milestones and model releases from 2023-2025, highlighting improvements in reasoning tasks. Provide actionable recommendations for our lab's hybrid model development, emphasizing scalability and ethical considerations.",
    "checklist": {
      "Neural-Symbolic Integration Mechanisms": [
        "Does the report outline core mechanisms by which neural-symbolic methods enhance LLM reasoning capabilities?",
        "Does it address how these methods mitigate hallucinations and reasoning gaps in LLMs?"
      ],
      "Performance Metrics and Comparative Analysis": [
        "Does the report provide comparative performance metrics of neural-symbolic LLMs versus standard LLMs on logical, mathematical, and causal reasoning benchmarks?",
        "Are case studies from models like Neuro-Symbolic LLMs or AlphaProof variants included?"
      ],
      "Visual Aids and Timeline": [
        "Does the report include a diagram illustrating neural-symbolic fusion architectures?",
        "Is there a timeline chart depicting major milestones and model releases from 2023-2025, highlighting improvements in reasoning tasks?"
      ],
      "Actionable Recommendations": [
        "Does the report provide actionable recommendations for hybrid model development in our lab?",
        "Are scalability and ethical considerations emphasized in these recommendations?"
      ]
    }
  },
  {
    "id": "100002",
    "query": "As the chief technology officer at a leading semiconductor foundry, I need to prepare a strategic assessment report on advancing our process roadmap beyond current nodes. The report should systematically review the latest developments in 2nm GAAFET technology, including its nanosheet transistor architecture, performance gains, production challenges, and key implementations by TSMC and Samsung based on 2023-2025 industry reports and papers. Compare this with post-Moore materials such as 2D semiconductors and high-mobility channels like SiGe or CNTs, evaluating their potential for enhanced mobility, lower leakage, and scalability in sub-2nm devices, while addressing integration hurdles and data-driven design strategies. Include a retrieved GAAFET schematic diagram to illustrate its structure evolution, plot a performance-density trend chart contrasting GAAFET with post-Moore alternatives, and provide a table summarizing material properties and adoption timelines to support decision-making on hybrid integration paths.",
    "checklist": {
      "2nm GAAFET Technology Review": [
        "Does the report systematically review the latest developments in 2nm GAAFET technology, including nanosheet transistor architecture, performance gains, and production challenges?",
        "Does it reference key implementations by TSMC and Samsung based on 2023-2025 industry reports and papers?"
      ],
      "Post-Moore Materials Comparison": [
        "Does the report compare 2nm GAAFET technology with post-Moore materials such as 2D semiconductors and high-mobility channels like SiGe or CNTs?",
        "Does it evaluate their potential for enhanced mobility, lower leakage, and scalability in sub-2nm devices while addressing integration hurdles and data-driven design strategies?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a GAAFET schematic diagram to illustrate its structure evolution?",
        "Is there a performance-density trend chart contrasting GAAFET with post-Moore alternatives?",
        "Does it provide a table summarizing material properties and adoption timelines?"
      ],
      "Strategic Decision-Making Support": [
        "Does the report support decision-making on hybrid integration paths based on the analyses provided?"
      ]
    }
  },
  {
    "id": "100003",
    "query": "As the R&D director of a leading semiconductor startup specializing in AI accelerators, I need to prepare a deep research report on silicon-based photonic computing chips to inform our 2026–2027 product roadmap. The report should systematically review advancements from 2023 to 2025, focusing on integration with silicon electronics for high-speed AI processing, key breakthroughs in photonic accelerators like PACE for low-latency computing, and applications in data centers and quantum systems. It should also address packaging and thermal challenges in co-integrating photonics with CMOS logic. Draw a line chart to visualize performance trends in data transfer speeds and energy efficiency gains; include retrieved schematic diagrams of photonic chip architectures to explain integration with CMOS; and provide a comparison table of major vendors on speed, power, and scalability.",
    "checklist": {
      "Advancements in Silicon-Based Photonic Computing": [
        "Does the report systematically review advancements in silicon-based photonic computing chips from 2023 to 2025?",
        "Does it focus on integration with silicon electronics for high-speed AI processing and key breakthroughs in photonic accelerators like PACE?"
      ],
      "Applications and Integration Challenges": [
        "Does the report address applications in data centers and quantum systems?",
        "Does it discuss packaging and thermal challenges in co-integrating photonics with CMOS logic?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a line chart visualizing performance trends in data transfer speeds and energy efficiency gains?",
        "Are there schematic diagrams of photonic chip architectures explaining integration with CMOS?",
        "Does it provide a comparison table of major vendors on speed, power, and scalability?"
      ],
      "Product Roadmap Guidance": [
        "Does the report inform our 2026–2027 product roadmap based on the analyses provided?"
      ]
    }
  },
  {
    "id": "101001",
    "query": "As a luxury sector equity analyst, I am preparing a 2026 outlook report on the divergence between primary luxury retail and the secondary resale market. Analyze the 2024-2025 performance slowdown of major conglomerates like LVMH and Kering, particularly in the Chinese and US markets, contrasting this with the double-digit growth of high-end resale platforms like Vestiaire Collective or The RealReal. Your research must synthesize financial data from 2025 annual reports and market studies from Bain & Company. Please draw a line chart comparing the stock performance of a leading luxury group against a resale index over the past 24 months. Additionally, please include a retrieved image of a 2025 \"circular fashion\" flagship store or pop-up to illustrate the industry’s strategic shift.",
    "checklist": {
      "Luxury Retail vs. Resale Market Analysis": [
        "Does the report analyze the 2024-2025 performance slowdown of major luxury conglomerates like LVMH and Kering in the Chinese and US markets?",
        "Does it contrast this with the growth of high-end resale platforms like Vestiaire Collective or The RealReal?"
      ],
      "Data Synthesis from Authoritative Sources": [
        "Does the report synthesize financial data from 2025 annual reports and market studies from Bain & Company?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a line chart comparing the stock performance of a leading luxury group against a resale index over the past 24 months?",
        "Is there an image of a 2025 'circular fashion' flagship store or pop-up to illustrate the industry’s strategic shift?"
      ]
    }
  },
  {
    "id": "101002",
    "query": "As a supply chain strategy consultant, I am investigating the disruptive impact of Shein and Temu on Amazon's US market dominance. The research must focus on the recent strategic shifts, specifically analyzing the \"de minimis\" tax loophole challenges and the trend toward local US warehousing by Chinese players. Evaluate Amazon's response through its \"Low-Price Store\" initiatives and fee restructuring. Use authoritative data from the US International Trade Commission or recent retail logistics white papers. Please plot a bar chart comparing the monthly active user (MAU) growth of Temu, Shein, and Amazon in the US through late 2025. Additionally, include a retrieved schematic diagram illustrating the \"Cross-Border E-commerce Logistics Model\" (often referred to as the direct-shipping model) to contrast with Amazon's FBA model.",
    "checklist": {
      "Market Disruption Analysis": [
        "Does the report investigate the disruptive impact of Shein and Temu on Amazon's US market dominance?",
        "Does it analyze the 'de minimis' tax loophole challenges and the trend toward local US warehousing by Chinese players?"
      ],
      "Amazon's Strategic Response Evaluation": [
        "Does the report evaluate Amazon's response through its 'Low-Price Store' initiatives and fee restructuring?"
      ],
      "Data Synthesis from Authoritative Sources": [
        "Does the report use authoritative data from the US International Trade Commission or recent retail logistics white papers?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a bar chart comparing the monthly active user (MAU) growth of Temu, Shein, and Amazon in the US through late 2025?",
        "Is there a schematic diagram illustrating the 'Cross-Border E-commerce Logistics Model' to contrast with Amazon's FBA model?"
      ]
    }
  },
  {
    "id": "101003",
    "query": "As a venture capital associate, I am conducting due diligence on the AI-native developer tool market, focusing on Cursor AI’s rapid ascent. Analyze the evolution of Cursor’s business model and its market positioning against established giants like GitHub Copilot and new entrants like Windsurf. Evaluate key metrics such as developer retention rates and the technical differentiation of its codebase indexing capabilities. Research should incorporate recent developer surveys (e.g., Stack Overflow or JetBrains) and technical blog breakdowns. Please draw a radar chart comparing Cursor, GitHub Copilot, and VS Code on dimensions like \"context awareness\", \"editing speed\", and \"price\". Also, incorporate a retrieved screenshot or interface diagram of Cursor’s \"Chat Mode\" or \"Composer\" feature to visually demonstrate how it integrates AI directly into the coding workflow.",
    "checklist": {
      "Market Positioning and Business Model Analysis": [
        "Does the report analyze the evolution of Cursor AI’s business model and its market positioning against established giants like GitHub Copilot and new entrants like Windsurf?"
      ],
      "Key Metrics Evaluation": [
        "Does the report evaluate key metrics such as developer retention rates and the technical differentiation of Cursor’s codebase indexing capabilities?"
      ],
      "Data Synthesis from Authoritative Sources": [
        "Does the report incorporate recent developer surveys (e.g., Stack Overflow or JetBrains) and technical blog breakdowns?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a radar chart comparing Cursor, GitHub Copilot, and VS Code on dimensions like 'context awareness', 'editing speed', and 'price'?",
        "Is there a screenshot or interface diagram of Cursor’s 'Chat Mode' or 'Composer' feature to visually demonstrate how it integrates AI directly into the coding workflow?"
      ]
    }
  },
  {
    "id": "102001",
    "query": "As a lead clinical strategist at a pharmaceutical venture capital firm, I am evaluating the 2026 investment landscape for GLP-1 receptor agonists (GLP-1RAs) beyond weight loss. Please synthesize clinical evidence from 2024–2025 regarding non-obesity indications, specifically Chronic Kidney Disease (CKD) and cardiovascular health in non-diabetic patients. Analyze results from landmark trials like FLOW and SELECT, discussing their impact on expanded FDA approvals. The research must reference authoritative data from The New England Journal of Medicine (NEJM) or 2025 medical white papers. To support the analysis, incorporate a retrieved schematic diagram illustrating GLP-1’s multi-organ mechanism. Additionally, draw a bar chart comparing primary endpoint efficacy across at least three non-obesity indications based on recent trial data.",
    "checklist": {
      "Clinical Evidence Synthesis": [
        "Does the report synthesize clinical evidence from 2024–2025 regarding non-obesity indications for GLP-1 receptor agonists (GLP-1RAs), specifically Chronic Kidney Disease (CKD) and cardiovascular health in non-diabetic patients?",
        "Does it analyze results from landmark trials like FLOW and SELECT, discussing their impact on expanded FDA approvals?"
      ],
      "Data Sourcing from Authoritative Publications": [
        "Does the report reference authoritative data from The New England Journal of Medicine (NEJM) or 2025 medical white papers?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a schematic diagram illustrating GLP-1’s multi-organ mechanism?",
        "Is there a bar chart comparing primary endpoint efficacy across at least three non-obesity indications based on recent trial data?"
      ]
    }
  },
  {
    "id": "102002",
    "query": "As a medical device product manager, I am assessing the 2026 commercial readiness of non-invasive wearable glucose monitoring (NGM) technologies. Focus on the technological breakthroughs achieved in 2024-2025 using optical (Raman spectroscopy) or radio-frequency sensing, and the regulatory hurdles currently faced by key players like Know Labs or Samsung’s integrated sensor initiatives. Analyze the accuracy of these devices compared to the current gold standard (CGM) using MARD (Mean Absolute Relative Difference) scores. Research must reference 2024-2025 clinical study results and FDA breakthrough designation announcements. Please provide a table comparing the MARD scores of at least three emerging non-invasive devices. Additionally, include a retrieved schematic diagram illustrating how light-based sensors penetrate interstitial fluid to measure glucose concentration without breaking the skin.",
    "checklist": {
      "Technological Breakthroughs Analysis": [
        "Does the report focus on the technological breakthroughs achieved in 2024-2025 using optical (Raman spectroscopy) or radio-frequency sensing for non-invasive wearable glucose monitoring (NGM) technologies?",
        "Does it analyze the regulatory hurdles currently faced by key players like Know Labs or Samsung’s integrated sensor initiatives?"
      ],
      "Accuracy Comparison Evaluation": [
        "Does the report analyze the accuracy of these devices compared to the current gold standard (CGM) using MARD (Mean Absolute Relative Difference) scores?",
        "Does it reference 2024-2025 clinical study results and FDA breakthrough designation announcements?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a table comparing the MARD scores of at least three emerging non-invasive devices?",
        "Is there a schematic diagram illustrating how light-based sensors penetrate interstitial fluid to measure glucose concentration without breaking the skin?"
      ]
    }
  },
  {
    "id": "103001",
    "query": "As a public policy researcher for a consumer advocacy group, you are evaluating the legislative progress of \"Right to Repair\" laws through early 2026. Please compare the implementation of the EU’s 2024 Right to Repair Directive against recent US state-level successes in Oregon and California (2024-2025). Analyze the impact of these laws on consumer electronics design and the response from major OEMs like Apple and John Deere regarding parts pairing and diagnostic tool access. Research must integrate 2025 policy summaries from organizations like PIRG or the European Parliament. To support your analysis, please illustrate the key legislative milestones from 2023–2025 by drawing a timeline chart. Additionally, plot a bar chart comparing the \"Repairability Scores\" of at least four 2025 flagship smartphones based on independent teardown data (e.g., iFixit).",
    "checklist": {
      "Legislative Progress Comparison": [
        "Does the report compare the implementation of the EU’s 2024 Right to Repair Directive against recent US state-level successes in Oregon and California (2024-2025)?",
        "Does it analyze the impact of these laws on consumer electronics design and the response from major OEMs like Apple and John Deere regarding parts pairing and diagnostic tool access?"
      ],
      "Data Sourcing from Authoritative Publications": [
        "Does the report integrate 2025 policy summaries from organizations like PIRG or the European Parliament?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a timeline chart illustrating the key legislative milestones from 2023–2025?",
        "Is there a bar chart comparing the 'Repairability Scores' of at least four 2025 flagship smartphones based on independent teardown data (e.g., iFixit)?"
      ]
    }
  },
  {
    "id": "104001",
    "query": "As a sustainability consultant for a global FMCG firm, I am drafting a briefing on the progress of the UN Global Plastic Pollution Treaty following the INC-5 sessions. Analyze the core points of contention, specifically the debate between upstream production caps versus downstream waste management, including an assessment of regional disparities in national plastic production and consumption patterns, as well as circular economy transition pathways and their implications for corporate compliance costs. Evaluate how the potential enforcement mechanisms will impact corporate Extended Producer Responsibility (EPR) policies. Research must cite UN Environment Programme (UNEP) reports and international policy briefs. Please plot a bar chart visualizing global plastic waste generation by region based on recent data. Additionally, include a retrieved map illustrating the global distribution of plastic pollution hotspots.",
    "checklist": {
      "Core Points of Contention Analysis": [
        "Does the report analyze the debate between upstream production caps versus downstream waste management?",
        "Does it assess regional disparities in national plastic production and consumption patterns, as well as circular economy transition pathways and their implications for corporate compliance costs?"
      ],
      "Enforcement Mechanisms Evaluation": [
        "Does the report evaluate how the potential enforcement mechanisms will impact corporate Extended Producer Responsibility (EPR) policies?"
      ],
      "Data Sourcing from Authoritative Publications": [
        "Does the report cite UN Environment Programme (UNEP) reports and international policy briefs?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a bar chart visualizing global plastic waste generation by region based on recent data?",
        "Is there a map illustrating the global distribution of plastic pollution hotspots?"
      ]
    }
  },
  {
    "id": "104002",
    "query": "As a renewable energy investment analyst, I am evaluating the progress of the North Sea offshore wind cluster as of early 2026. Analyze the impact of the 2023 Ostend Declaration and subsequent 2024-2025 project auctions in the UK, Germany, and the Netherlands. Specifically, investigate the technological shift toward 15MW+ turbines and the integration of offshore green hydrogen production. Address supply chain bottlenecks such as vessel shortages and rising interest rates that plagued the industry in late 2024. Research must incorporate data from WindEurope’s 2025 reports and governmental energy white papers, citing all sources. Please plot a line chart showing the total cumulative installed offshore wind capacity in the North Sea from 2020-2025. Additionally, include a retrieved schematic diagram of offshore energy hub concept planned for 2026.",
    "checklist": {
      "Impact Analysis of Key Declarations and Auctions": [
        "Does the report analyze the impact of the 2023 Ostend Declaration and subsequent 2024-2025 project auctions in the UK, Germany, and the Netherlands?",
        "Does it investigate the technological shift toward 15MW+ turbines and the integration of offshore green hydrogen production?"
      ],
      "Supply Chain Bottlenecks Evaluation": [
        "Does the report address supply chain bottlenecks such as vessel shortages and rising interest rates that affected the industry in late 2024?"
      ],
      "Data Sourcing from Authoritative Publications": [
        "Does the report incorporate data from WindEurope’s 2025 reports and governmental energy white papers, citing all sources?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a line chart showing the total cumulative installed offshore wind capacity in the North Sea from 2020-2025?",
        "Is there a schematic diagram of the offshore energy hub concept planned for 2026?"
      ]
    }
  },
  {
    "id": "105001",
    "query": "As a research coordinator for a neuroimaging lab, I am investigating the clinical potential of Optically Pumped Magnetometers (OPMs) for next-generation Magnetoencephalography (MEG). Analyze breakthroughs regarding room-temperature operation and the shift toward wearable sensor arrays that allow patients to move during brain scans. Compare the cost-effectiveness and operational flexibility of OPM-MEG against traditional cryogenic SQUID systems using data from peer-reviewed journals. Please plot a bar chart comparing the typical system weight or installation costs of OPM sensors vs. traditional SQUIDs. Additionally, include a retrieved photograph of wearable OPM-MEG helmet system (e.g., from Cerca Magnetics or similar research groups) being worn by a subject to demonstrate its form factor.",
    "checklist": {
      "Breakthroughs Analysis": [
        "Does the report analyze breakthroughs regarding room-temperature operation and the shift toward wearable sensor arrays in Optically Pumped Magnetometers (OPMs) for Magnetoencephalography (MEG)?"
      ],
      "Cost-Effectiveness and Flexibility Comparison": [
        "Does the report compare the cost-effectiveness and operational flexibility of OPM-MEG against traditional cryogenic SQUID systems using data from peer-reviewed journals?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a bar chart comparing the typical system weight or installation costs of OPM sensors vs. traditional SQUIDs?",
        "Is there a photograph of a wearable OPM-MEG helmet system being worn by a subject to demonstrate its form factor?"
      ]
    }
  },
  {
    "id": "107001",
    "query": "I am the content director of an international literary translation press, currently planning our 2026 global publishing strategy. I need a deep analysis of the 2025 Nobel Prize in Literature laureate, Hungarian writer László Krasznahorkai, focusing specifically on his major literary works. This research should include a detailed assessment of his core novels and their stylistic characteristics, a comparative analysis of his literary vision with major traditions such as modernism and postmodernism, and an evaluation of the global reception, existing translations, and specific linguistic challenges posed by his dense prose and syntax. The analysis must integrate authoritative literary criticism and review sources from 2024-2025, and present key data points on his literary influence through a bar chart comparing the cumulative number of his major works translated into key global languages over the past three decades.",
    "checklist": {
      "Major Literary Works and Stylistic Characteristics Assessment": [
        "Does the report provide a detailed assessment of László Krasznahorkai's core novels and their stylistic characteristics?"
      ],
      "Comparative Literary Vision Analysis": [
        "Does the report include a comparative analysis of Krasznahorkai's literary vision with major traditions such as modernism and postmodernism?"
      ],
      "Global Reception and Translation Challenges Evaluation": [
        "Does the report evaluate the global reception, existing translations, and specific linguistic challenges posed by Krasznahorkai's dense prose and syntax?"
      ],
      "Data Sourcing from Authoritative Criticism": [
        "Does the report integrate authoritative literary criticism and review sources from 2024-2025?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a bar chart comparing the cumulative number of Krasznahorkai's major works translated into key global languages over the past three decades?"
      ]
    }
  },
  {
    "id": "107002",
    "query": "I need to prepare a 90-minute seminar lecture on Han Kang's The Vegetarian for my advanced undergraduate students. The seminar must move beyond a basic plot summary. The core objective is a critical analysis of the novel's central themes of refusal, trauma, and the female body within the specific socio-cultural context of modern South Korea. The lecture must integrate recent (2023-2025) Anglophone literary scholarship. Specifically, analyze how the protagonist's vegetarianism functions as a non-verbal protest against patriarchal norms and connects to the novel's portrayal of mental health. Additionally, explore the thematic impact of the novel's three-part narrative structure. To aid comprehension, include a graph visualizing this narrative structure, showing the shift in perspective and thematic focus across the three parts.",
    "checklist": {
      "Critical Themes Analysis": [
        "Does the lecture provide a critical analysis of the novel's central themes of refusal, trauma, and the female body within the socio-cultural context of modern South Korea?",
        "Does it analyze how the protagonist's vegetarianism functions as a non-verbal protest against patriarchal norms and connects to the novel's portrayal of mental health?"
      ],
      "Narrative Structure Exploration": [
        "Does the lecture explore the thematic impact of the novel's three-part narrative structure?"
      ],
      "Data Sourcing from Recent Scholarship": [
        "Does the lecture integrate recent (2023-2025) Anglophone literary scholarship?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the lecture include a graph visualizing the narrative structure, showing the shift in perspective and thematic focus across the three parts?"
      ]
    }
  },
  {
    "id": "108001",
    "query": "As a sociologist specializing in digital social phenomena, I am conducting a research analysis on contemporary \"cancel culture\". This study will provide a systematic examination of its social nature, underlying psychological mechanisms, and modes of transmission in the digital era. The analysis must integrate recent authoritative academic research from 2023 to 2025. The report should plot a pie chart illustrating the proportional distribution of cancellation triggers for prominent individuals or organizations during this period, categorized by factors such as political speech, corporate misconduct, and social controversies. Furthermore, it will analyze 2-3 high-profile case studies from 2021-2025 to dissect the role of social media platforms in incident escalation, public sentiment shifts, and the potential long-term societal impacts. This research aims to clarify the structural dynamics of cancel culture beyond prevailing media narratives.",
    "checklist": {
      "Social Nature and Psychological Mechanisms Examination": [
        "Does the report provide a systematic examination of the social nature and underlying psychological mechanisms of cancel culture in the digital era?"
      ],
      "Data Sourcing from Authoritative Research": [
        "Does the report integrate recent authoritative academic research from 2023 to 2025?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a pie chart illustrating the proportional distribution of cancellation triggers for prominent individuals or organizations during this period, categorized by factors such as political speech, corporate misconduct, and social controversies?"
      ],
      "Case Studies Analysis": [
        "Does the report analyze 2-3 high-profile case studies from 2021-2025 to dissect the role of social media platforms in incident escalation, public sentiment shifts, and potential long-term societal impacts?"
      ]
    }
  },
  {
    "id": "108002",
    "query": "As a policy analyst for a state higher education board, I am preparing a briefing on the unique student debt challenges facing community college students to inform targeted relief program design. The research must analyze the debt profile, default drivers, and economic outcomes for this demographic compared to their four-year college peers, using the most recent data from the Department of Education and studies published from 2023 onward. It should synthesize factors like program non-completion, income levels, and the efficacy of existing repayment plans. Crucially, draw a chart visualizing the trend in average debt burden for community college graduates over the past decade, and a bar chart comparing the default rates across different student demographics (e.g., by institution type, completion status) to highlight groups needing urgent intervention. Conclude with evidence-based policy recommendations.",
    "checklist": {
      "Debt Profile and Default Drivers Analysis": [
        "Does the report analyze the debt profile, default drivers, and economic outcomes for community college students compared to their four-year college peers using recent data from the Department of Education and studies published from 2023 onward?",
        "Does it synthesize factors like program non-completion, income levels, and the efficacy of existing repayment plans?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the report include a chart visualizing the trend in average debt burden for community college graduates over the past decade?",
        "Is there a bar chart comparing the default rates across different student demographics (e.g., by institution type, completion status) to highlight groups needing urgent intervention?"
      ],
      "Policy Recommendations": [
        "Does the report conclude with evidence-based policy recommendations?"
      ]
    }
  },
  {
    "id": "109001",
    "query": "As a travel content creator specializing in remote cultural destinations, I need to draft a concise and practical 2026 travel guide for Easter Island (Rapa Nui). The guide must focus on post-2023 realities. Please provide essential information covering: optimal travel seasons and post-pandemic flight connectivity from Santiago, the latest visitor protocols and fees for the Rapa Nui National Park, and a suggested 4-day itinerary prioritizing key moai sites like Rano Raruku and Ahu Tongariki while respecting new conservation rules. Integrate the most recent annual tourist arrival data (preferably 2023-2025) to highlight crowding trends. Include a map showing site locations and plot a chart comparing monthly visitor numbers and average flight prices to advise on timing. The output should be actionable, data-informed, and emphasize sustainable travel practices.",
    "checklist": {
      "Essential Travel Information": [
        "Does the guide provide essential information covering optimal travel seasons and post-pandemic flight connectivity from Santiago?",
        "Does it include the latest visitor protocols and fees for the Rapa Nui National Park?"
      ],
      "Itinerary Suggestion": [
        "Does the guide suggest a 4-day itinerary prioritizing key moai sites like Rano Raruku and Ahu Tongariki while respecting new conservation rules?"
      ],
      "Data Sourcing from Recent Tourist Data": [
        "Does the guide integrate the most recent annual tourist arrival data (preferably 2023-2025) to highlight crowding trends?"
      ],
      "Visual Aids and Data Presentation": [
        "Does the guide include a map showing site locations?",
        "Is there a chart comparing monthly visitor numbers and average flight prices to advise on timing?"
      ],
      "Actionable and Sustainable Travel Emphasis": [
        "Is the output actionable, data-informed, and does it emphasize sustainable travel practices?"
      ]
    }
  },
  {
    "id": "110001",
    "query": "As a senior investment analyst at an advanced manufacturing fund, I am preparing a report on the investment value of 3D printing technology. The report must cover 2023–2025 developments and include: (1) Technological Frontiers and Bottlenecks: What are the recent key advancements in metal 3D printing for industrial-scale production in terms of efficiency, consistency, and cost? Please cite the most recent authoritative data and plot a trend curve chart comparing the cost changes of both methods with varying production batch sizes. (2) Application Breakthroughs and Quantified Benefits: In the three major fields of aerospace, new energy vehicles, and medical applications, what are the specific landmark cases (2023–2025) of 3D printing being used for mass production of end-use components? Please analyze the primary driving forces behind the growth in adoption rates in each field and plot a bar chart comparing adoption rates across these three sectors from 2023 to 2025. (3) Supply Chain and Competitive Landscape Evolution: Analyze how 3D printing technology is reshaping key industrial supply chains, focusing on aspects such as inventory reduction, localized production, and design flexibility. Additionally, assess the market share shifts and competitive strategies within the top-tier supplier ecosystem from 2023 to 2025. Please plot a pie chart showing the market share distribution of leading 3D printing companies at the end of 2025. (4) Policy Environment and Sustainability Drivers: What recent changes have occurred in the industrial policies and R&D funding priorities of major manufacturing powers? Please provide an integrated analysis of the long-term impact of policies and sustainability factors on the industry.",
    "checklist": {
      "Technological Frontiers and Bottlenecks Analysis": [
        "Does the report cover recent key advancements in metal 3D printing for industrial-scale production in terms of efficiency, consistency, and cost?",
        "Does it cite the most recent authoritative data and include a trend curve chart comparing the cost changes of both methods with varying production batch sizes?"
      ],
      "Application Breakthroughs and Quantified Benefits Evaluation": [
        "Does the report analyze specific landmark cases (2023–2025) of 3D printing being used for mass production of end-use components in aerospace, new energy vehicles, and medical applications?",
        "Does it analyze the primary driving forces behind the growth in adoption rates in each field and include a bar chart comparing adoption rates across these three sectors from 2023 to 2025?"
      ],
      "Supply Chain and Competitive Landscape Evolution Assessment": [
        "Does the report analyze how 3D printing technology is reshaping key industrial supply chains, focusing on inventory reduction, localized production, and design flexibility?",
        "Does it assess market share shifts and competitive strategies within the top-tier supplier ecosystem from 2023 to 2025 and include a pie chart showing the market share distribution of leading 3D printing companies at the end of 2025?"
      ],
      "Policy Environment and Sustainability Drivers Analysis": [
        "Does the report cover recent changes in industrial policies and R&D funding priorities of major manufacturing powers?",
        "Does it provide an integrated analysis of the long-term impact of policies and sustainability factors on the industry?"
      ]
    }
  },
  {
    "id": "110002",
    "query": "As a senior researcher in fundamental model innovation at a leading AI laboratory, I am responsible for planning the core architecture of next-generation embodied intelligence. I need to prepare an in-depth evaluation report on the latest scientific advancements in world models. The report should cover the following dimensions: (1) Comparison of Core Paradigms: What are the theoretical foundations of the three major technological paradigms—\"video prediction\", \"joint embedding prediction\", and \"reasoning models\"—along with representative models, and their respective core bottlenecks in terms of physical consistency, long-range reasoning, and sample efficiency? Please plot a comparative radar chart to visually illustrate the performance differences of the three paradigms across five key metrics. (2) Frontier Breakthroughs and Validation Methods: What key training techniques or architectural innovations have recently emerged in advancing the scaling of world models? To scientifically evaluate the physical and causal understanding capabilities of models, what challenging new benchmark tests has the community proposed, and what are their core evaluation metrics and the latest SOTA model performances? Please reference a typical world model architectural diagram. (3) Open Challenges and Future Directions: What fundamental limitations do current world models face in terms of scalability, long-term modeling accuracy, and quantification of uncertainty? What are the most promising research directions likely to achieve breakthroughs in the next 1–2 years? Please reference a key paper from a 2025 top conference on the limitations of world models to substantiate your analysis.",
    "checklist": {
      "Comparison of Core Paradigms": [
        "Does the report cover the theoretical foundations of the three major technological paradigms—'video prediction', 'joint embedding prediction', and 'reasoning models'—along with representative models and their respective core bottlenecks?",
        "Does it include a comparative radar chart to visually illustrate the performance differences of the three paradigms across five key metrics?"
      ],
      "Frontier Breakthroughs and Validation Methods": [
        "Does the report discuss key training techniques or architectural innovations that have recently emerged in advancing the scaling of world models?",
        "Does it describe challenging new benchmark tests proposed by the community, along with their core evaluation metrics and the latest SOTA model performances?",
        "Does it reference a typical world model architectural diagram?"
      ],
      "Open Challenges and Future Directions": [
        "Does the report analyze fundamental limitations current world models face in terms of scalability, long-term modeling accuracy, and quantification of uncertainty?",
        "Does it identify promising research directions likely to achieve breakthroughs in the next 1–2 years?",
        "Does it reference a key paper from a 2025 top conference on the limitations of world models to substantiate the analysis?"
      ]
    }
  },
  {
    "id": "110003",
    "query": "As the Chief Medical Officer at a leading neurotechnology firm, I need a deep research report on brain–computer interface mass production to shape our 2026 clinical deployment roadmap. Focus on 2023–2025 advances toward scalable manufacturing, using trial results and regulatory milestones, to cover:(1) Technological Pathways: Analyze manufacturing innovations in Neuralink’s \"N1\" and Synchron’s \"Stentrode\" that enable high-volume production. How did 2024–2025 FDA clearances for expanded trials shift standards for sterility validation and biocompatibility? Cite representative images of the N1 implant and Stentrode device to illustrate differences in physical scale, surgical delivery method, and integration with neural tissue. (2) Production Challenges: Identify bottlenecks in electrode durability and wireless power transfer. What process changes emerged from Neuralink’s 2024 human implants to mitigate observed failure modes? Assess 2025 contract-manufacturing optimizations for high-volume QA. Draw a timeline chart of key 2023–2025 BCI production milestones and clinical approvals. (3) Clinical and Regulatory Metrics: Critique evidence for communication restoration in paralyzed patients and track adverse event rates. Use a table comparing Neuralink, Synchron, and Paradromics across three metrics: surgical time, electrode density, and estimated manufacturing cost-per-unit. (4) Market Scalability and Strategy: Forecast 2026–2030 commercialization using 2025 series-round funding and hospital partnership signals. Analyze the impact of CPT coding and Medicare reimbursement pathways on mass adoption. Propose a tiered rollout strategy that balances surgical throughput with patient safety monitoring. Draw a radar chart evaluating three BCI archetypes—Invasive, Endovascular, and Non-invasive—across scalability, signal fidelity, and patient recovery time.",
    "checklist": {
      "Technological Pathways Analysis": [
        "Does the report analyze manufacturing innovations in Neuralink’s 'N1' and Synchron’s 'Stentrode' that enable high-volume production?",
        "Does it include representative images of the N1 implant and Stentrode device to illustrate differences in physical scale, surgical delivery method, and integration with neural tissue?"
      ],
      "Production Challenges Identification": [
        "Does the report identify bottlenecks in electrode durability and wireless power transfer?",
        "Does it assess 2025 contract-manufacturing optimizations for high-volume QA?",
        "Does it include a timeline chart of key 2023–2025 BCI production milestones and clinical approvals?"
      ],
      "Clinical and Regulatory Metrics Critique": [
        "Does the report critique evidence for communication restoration in paralyzed patients and track adverse event rates?",
        "Does it include a table comparing Neuralink, Synchron, and Paradromics across three metrics: surgical time, electrode density, and estimated manufacturing cost-per-unit?"
      ],
      "Market Scalability and Strategy Forecast": [
        "Does the report forecast 2026–2030 commercialization using 2025 series-round funding and hospital partnership signals?",
        "Does it propose a tiered rollout strategy that balances surgical throughput with patient safety monitoring?",
        "Does it include a radar chart evaluating three BCI archetypes—Invasive, Endovascular, and Non-invasive—across scalability, signal fidelity, and patient recovery time?"
      ]
    }
  },
  {
    "id": "110004",
    "query": "As a senior policy advisor at an international space agency, I need a deep research report on space security governance for low-Earth orbit satellites to inform the 2026 Orbital Sustainability Guidelines. Please focus on 2023–2025 developments in debris mitigation, systematically covering these dimensions: (1) Governance Evolution: Analyze the core provisions of the 2025 U.S. ORBITS Act and the ESA Space Environment Report 2025 regarding active debris removal. How do these address collision risks from mega-constellations like Starlink? Quote a \"LEO Orbital Shell Density Map\" to visualize congestion in the 550km–1,200km range and explain the logic of \"Zero Debris\" targets. (2) Security Threats: Assess 2024–2025 cyber-vulnerabilities and non-kinetic anti-satellite trends. What are the implications of the active satellite count exceeding 12,000 units by late 2025? Evaluate recent ADR demonstrations such as Astroscale missions. Draw a timeline chart presenting key space security policy milestones and major fragmentation events from 2023–2025. (3) Global Cooperation: Evaluate how UNOOSA’s \"Space2030\" Agenda fosters collaboration despite geopolitical tensions. Identify data discrepancies between U.S. and EU tracking systems. Include a table comparing the U.S., EU, and China on three metrics: debris standards, licensing speed, and SSA data sharing. (4) Risk Forecast: Project 2026–2030 congestion scenarios based on \"second-generation\" constellation launches. Analyze \"Kessler Syndrome\" tipping points for sun-synchronous orbits and propose norms for automated traffic management. Draw a radar chart evaluating Robotic Capture, Laser Ablation, and Net Capture across cost-efficiency, technical maturity, and regulatory feasibility.",
    "checklist": {
      "Governance Evolution Analysis": [
        "Does the report analyze the core provisions of the 2025 U.S. ORBITS Act and the ESA Space Environment Report 2025 regarding active debris removal?",
        "Does it include a 'LEO Orbital Shell Density Map' to visualize congestion in the 550km–1,200km range and explain the logic of 'Zero Debris' targets?"
      ],
      "Security Threats Assessment": [
        "Does the report assess 2024–2025 cyber-vulnerabilities and non-kinetic anti-satellite trends?",
        "Does it evaluate recent ADR demonstrations such as Astroscale missions?",
        "Does it include a timeline chart presenting key space security policy milestones and major fragmentation events from 2023–2025?"
      ],
      "Global Cooperation Evaluation": [
        "Does the report evaluate how UNOOSA’s 'Space2030' Agenda fosters collaboration despite geopolitical tensions?",
        "Does it include a table comparing the U.S., EU, and China on three metrics: debris standards, licensing speed, and SSA data sharing?"
      ],
      "Risk Forecast Projection": [
        "Does the report project 2026–2030 congestion scenarios based on 'second-generation' constellation launches?",
        "Does it analyze 'Kessler Syndrome' tipping points for sun-synchronous orbits and propose norms for automated traffic management?",
        "Does it include a radar chart evaluating Robotic Capture, Laser Ablation, and Net Capture across cost-efficiency, technical maturity, and regulatory feasibility?"
      ]
    }
  },
  {
    "id": "110005",
    "query": "As the Chief of Surgery at a leading tertiary hospital in Singapore, I need to prepare a comprehensive strategic report on the evolution and implementation of surgical robots to guide our department's adoption strategy and resource allocation for 2026. The report should document key advancements from 2023-2025, systematically covering these dimensions: (1) Technological Advancements: What are the key innovations in robotic systems like Intuitive's da Vinci 5, Medtronic's Hugo, and CMR Surgical's Versius, including AI integration, haptic feedback, and miniaturization? How do these enhancements improve precision and reduce operative times compared to earlier models? Draw a timeline chart illustrating major milestones from 2023-2025, highlighting their impact on procedure efficiency. (2) Clinical Applications and Outcomes: In which specialties have robotic systems expanded, based on 2024-2025 trial data? What evidence shows reductions in complications versus traditional methods, and what are the persistent limitations like cost barriers or training gaps? Plot a radar chart comparing performance metrics across top systems, and cite cite images of surgical robots in action during procedures to demonstrate the operational advantages of surgical robots. (3) Market and Regulatory Landscape: How have global market dynamics evolved, with projections to $14 billion by 2026, influenced by competitors entering soft-tissue surgery? What are the differences in regulatory approaches between the US FDA and Singapore's HSA, and their implications for hospital adoption? (4) Future Implementation Recommendations: Based on current trends, what strategies can our hospital adopt for phased rollout, including staff training and hybrid OR setups? Analyze potential risks like cybersecurity in AI-enabled robots and propose mitigation measures.",
    "checklist": {
      "Technological Advancements Documentation": [
        "Does the report document key innovations in robotic systems like Intuitive's da Vinci 5, Medtronic's Hugo, and CMR Surgical's Versius?",
        "Does it include a timeline chart illustrating major milestones from 2023-2025, highlighting their impact on procedure efficiency?"
      ],
      "Clinical Applications and Outcomes Analysis": [
        "Does the report analyze the expansion of robotic systems in various specialties based on 2024-2025 trial data?",
        "Does it include a radar chart comparing performance metrics across top systems?",
        "Does it cite images of surgical robots in action during procedures to demonstrate operational advantages?"
      ],
      "Market and Regulatory Landscape Evaluation": [
        "Does the report evaluate global market dynamics and projections to $14 billion by 2026?",
        "Does it discuss differences in regulatory approaches between the US FDA and Singapore's HSA and their implications for hospital adoption?"
      ],
      "Future Implementation Recommendations": [
        "Does the report propose strategies for phased rollout, including staff training and hybrid OR setups?",
        "Does it analyze potential risks like cybersecurity in AI-enabled robots and propose mitigation measures?"
      ]
    }
  },
  {
    "id": "111001",
    "query": "As a cryptocurrency analyst at a leading venture capital firm, I need to prepare a deep research report on Trump-themed digital assets to guide 2026 investment decisions in the \"PoliFi\" sector. Please focus on the token’s performance and ecosystem dynamics from 2023–2025, systematically covering the following: (1) Token Fundamentals and Price Dynamics: Explain the mechanics of the official $TRUMP token, including its supply structure and its January 17, 2025 launch. How did price volatility respond to the 2025 Inauguration and subsequent \"Crypto Ball\" events? Plot a line chart to display 2023–2025 price and volume trends, highlighting correlations with the Bitcoin $100K milestone. (2) Market Adoption and Community Impact: Evaluate wallet growth on Solana, noting if holders exceeded 200,000 by late 2025. Draw a radar chart comparing $TRUMP to rival memecoins like $MAGA or $PEPE across liquidity depth, social sentiment, holder distribution, and historical volatility. Assess the role of \"exclusive utility\", such as the April 2025 top-holder dinner events. (3) Risks and Regulatory Scrutiny: Analyze the 2025 SEC shift where memecoins were largely reclassified as non-securities. Identify vulnerabilities like \"whale\" concentration and potential conflicts of interest. Use a table contrasting $TRUMP performance metrics across three phases: Pre-2025 Launch, Post-Inauguration Peak, and late-2025 Market Reset. (4) Future Outlook and Strategic Positioning: Based on 2023–2025 trends, assess the sustainability of $ TRUMP’s value proposition beyond meme-driven speculation—particularly its “political brand” utility, community exclusivity, and event-driven engagement. Propose a risk-aware portfolio allocation strategy that integrates PoliFi exposure within a diversified digital asset framework, specifying position sizing, entry triggers, and downside controls.",
    "checklist": {
      "Token Fundamentals and Price Dynamics Explanation": [
        "Does the report explain the mechanics of the official $TRUMP token, including its supply structure and its January 17, 2025 launch?",
        "Does it include a line chart displaying 2023–2025 price and volume trends, highlighting correlations with the Bitcoin $100K milestone?"
      ],
      "Market Adoption and Community Impact Evaluation": [
        "Does the report evaluate wallet growth on Solana, noting if holders exceeded 200,000 by late 2025?",
        "Does it include a radar chart comparing $TRUMP to rival memecoins like $MAGA or $PEPE across liquidity depth, social sentiment, holder distribution, and historical volatility?",
        "Does it assess the role of 'exclusive utility', such as the April 2025 top-holder dinner events?"
      ],
      "Risks and Regulatory Scrutiny Analysis": [
        "Does the report analyze the 2025 SEC shift where memecoins were largely reclassified as non-securities?",
        "Does it identify vulnerabilities like 'whale' concentration and potential conflicts of interest?",
        "Does it include a table contrasting $TRUMP performance metrics across three phases: Pre-2025 Launch, Post-Inauguration Peak, and late-2025 Market Reset?"
      ],
      "Future Outlook and Strategic Positioning Assessment": [
        "Does the report assess the sustainability of $TRUMP’s value proposition beyond meme-driven speculation based on 2023–2025 trends?",
        "Does it propose a risk-aware portfolio allocation strategy that integrates PoliFi exposure within a diversified digital asset framework, specifying position sizing, entry triggers, and downside controls?"
      ]
    }
  },
  {
    "id": "111002",
    "query": "As a Sovereign Risk Assessor at the IMF, I am preparing a 2026 debt sustainability alert for emerging markets following a volatile 2025. Please provide a structured analysis covering the following points: (1) Global Debt Trends and Servicing Pressures: Analyze the 2025 evolution of public debt-to-GDP ratios, contrasting advanced economies with low-income developing nations. How has the \"higher-for-longer\" interest rate environment of 2024–2025 specifically impacted the \"interest-to-revenue\" ratios for middle-income emerging markets? Plot a line chart visualizing the trend of global debt levels from 2020 to 2025 using the latest IMF Fiscal Monitor data. (2) The G20 Common Framework and Restructuring Outcomes: Evaluate the 2025 efficacy of the G20 Common Framework for Debt Treatments. Discuss the specific outcomes of recent debt restructuring deals in nations like Zambia, Ghana, or Sri Lanka, and analyze the increasing role (or resistance) of private sector creditors in these multi-lateral negotiations. Create a map highlighting countries identified as \"High Risk\" or \"In Debt Distress\" according to late-2025 IMF/World Bank Joint Debt Sustainability Framework assessments. (3) Emerging Risks for the 2026 Fiscal Year: Analyze the potential for a \"sovereign-bank nexus\" crisis in 2026, where domestic financial institutions are overly exposed to local government debt. How will 2025’s significant currency devaluations exacerbate the burden of external dollar-denominated debt? Draw a bar chart comparing the 2025 sovereign bond issuance volumes of G7 nations versus the \"BRICS+\" bloc to illustrate the shifting global financial landscape and liquidity availability.",
    "checklist": {
      "Global Debt Trends and Servicing Pressures Analysis": [
        "Does the report analyze the 2025 evolution of public debt-to-GDP ratios, contrasting advanced economies with low-income developing nations?",
        "Does it include a line chart visualizing the trend of global debt levels from 2020 to 2025 using the latest IMF Fiscal Monitor data?"
      ],
      "G20 Common Framework and Restructuring Outcomes Evaluation": [
        "Does the report evaluate the 2025 efficacy of the G20 Common Framework for Debt Treatments?",
        "Does it create a map highlighting countries identified as 'High Risk' or 'In Debt Distress' according to late-2025 IMF/World Bank Joint Debt Sustainability Framework assessments?"
      ],
      "Emerging Risks for the 2026 Fiscal Year Analysis": [
        "Does the report analyze the potential for a 'sovereign-bank nexus' crisis in 2026?",
        "Does it include a bar chart comparing the 2025 sovereign bond issuance volumes of G7 nations versus the 'BRICS+' bloc to illustrate the shifting global financial landscape and liquidity availability?"
      ]
    }
  },
  {
    "id": "111003",
    "query": "As a venture capital associate, I am conducting a 2026 competitive landscape analysis of the suborbital and orbital space tourism sectors to guide our firm’s portfolio strategy. Please address the following requirements: (1) Market Leaders and Operational Milestones: Compare the 2024–2025 performance of SpaceX (Falcon 9/Dragon orbital missions), Blue Origin (New Shepard), and Virgin Galactic. Analyze their respective launch frequencies, safety records, and the evolution of \"price-per-seat\" metrics through late 2025. Retrieve a schematic diagram of a 2025-standard reusable propulsion system (such as the Raptor or BE-4) to explain the technical drivers behind falling launch costs and increased turnaround efficiency. (2) Commercial Space Stations and Itinerary Expansion: Evaluate the impact of the first commercial space station modules (e.g., Vast or Axiom Space) deployed in 2025 on the \"duration of stay\" and mission profiles for orbital tourists. How has the market demand shifted from 15-minute suborbital \"hops\" to multi-day, science-integrated orbital experiences? Plot a bar chart forecasting the growth of the commercial space tourism market (segmented by suborbital vs. orbital) from 2025 to 2034 based on current booking backlogs. (3) Regulatory Evolution and Insurance Dynamics: Summarize the 2025 FAA regulatory updates regarding \"informed consent\" and passenger safety standards for commercial spaceflight. How has the aerospace insurance market adjusted premiums for space participants in early 2026 following the high-cadence missions of the previous year? Include a table comparing the peak altitude, G-forces, and \"weightless time\" offered by the top three providers for their 2025-2026 mission profiles.",
    "checklist": {
      "Market Leaders and Operational Milestones Comparison": [
        "Does the report compare the 2024–2025 performance of SpaceX, Blue Origin, and Virgin Galactic in terms of launch frequencies, safety records, and \"price-per-seat\" metrics?",
        "Does it include a schematic diagram of a 2025-standard reusable propulsion system to explain the technical drivers behind falling launch costs and increased turnaround efficiency?"
      ],
      "Commercial Space Stations and Itinerary Expansion Evaluation": [
        "Does the report evaluate the impact of the first commercial space station modules deployed in 2025 on the \"duration of stay\" and mission profiles for orbital tourists?",
        "Does it include a bar chart forecasting the growth of the commercial space tourism market (segmented by suborbital vs. orbital) from 2025 to 2034 based on current booking backlogs?"
      ],
      "Regulatory Evolution and Insurance Dynamics Summary": [
        "Does the report summarize the 2025 FAA regulatory updates regarding \"informed consent\" and passenger safety standards for commercial spaceflight?",
        "Does it include a table comparing the peak altitude, G-forces, and \"weightless time\" offered by the top three providers for their 2025-2026 mission profiles?"
      ]
    }
  },
  {
    "id": "113001",
    "query": "As a senior policy advisor in the UK Treasury's Tax Policy Division, I need to draft a comprehensive report on the role of inheritance taxes in promoting wealth redistribution, to inform potential reforms in the 2026 Finance Bill, systematically covering these dimensions: (1) Policy Evolution: What key reforms to inheritance tax regimes occurred in major economies like the UK, US, and EU countries from 2023-2025? How do these changes aim to enhance redistribution? Draw a timeline chart to chronicle the sequence of major inheritance tax reforms from 2023 to 2025 across these jurisdictions, incorporating nodes for enactment dates, rate adjustments, and annotations on anticipated redistribution effects to visually trace policy progression and international influences. (2) Redistribution Impacts: Based on 2023-2025 studies, how effective are inheritance taxes at reducing wealth inequality? What evidence shows their progressive nature, and what limitations arise from exemptions like business property relief? Draw a bar chart depicting top marginal inheritance tax rates versus wealth concentration levels in select countries. (3) Evasion and Challenges: What common avoidance strategies, were highlighted in 2024-2025 debates, and in what ways do they erode the intended redistributive objectives of inheritance taxes? Analyze conflicts in data, like underreporting in high-net-worth estates, and evaluate anti-evasion measures in recent legislation. (4) Reform Recommendations: Drawing on cross-country comparisons, what policy options could strengthen inheritance taxes for fairer redistribution? Propose 2-3 feasible UK-specific suggestions, weighing economic impacts and political feasibility against 2025 fiscal constraints. Plot a radar chart covering revenue potential, equity gains, and administrative costs to visualize the trade-offs of these options.",
    "checklist": {
      "Policy Evolution Documentation": [
        "Does the report document key reforms to inheritance tax regimes in major economies like the UK, US, and EU countries from 2023-2025?",
        "Does it include a timeline chart to chronicle the sequence of major inheritance tax reforms from 2023 to 2025 across these jurisdictions?"
      ],
      "Redistribution Impacts Analysis": [
        "Does the report analyze the effectiveness of inheritance taxes at reducing wealth inequality based on 2023-2025 studies?",
        "Does it include a bar chart depicting top marginal inheritance tax rates versus wealth concentration levels in select countries?"
      ],
      "Evasion and Challenges Evaluation": [
        "Does the report analyze common avoidance strategies highlighted in 2024-2025 debates and their impact on redistributive objectives?",
        "Does it evaluate anti-evasion measures in recent legislation?"
      ],
      "Reform Recommendations Proposal": [
        "Does the report propose 2-3 feasible UK-specific suggestions to strengthen inheritance taxes for fairer redistribution?",
        "Does it include a radar chart covering revenue potential, equity gains, and administrative costs to visualize the trade-offs of these options?"
      ]
    }
  },
  {
    "id": "114001",
    "query": "As a senior climate resilience specialist at Florida's Department of Environmental Protection, prepare a detailed assessment report on how climate change has amplified hurricane intensities, to support updated coastal adaptation policies for 2026-2030. The report must systematically cover these dimensions: (1) Mechanisms of Intensification: What role do warmer sea surface temperatures play in fueling rapid hurricane intensification, based on 2023-2025 attribution analyses? How do factors like increased atmospheric moisture and reduced wind shear contribute, and what are the observed changes in storm duration? Cite schematic diagrams of hurricane formation processes to illustrate energy transfer from oceans to winds. (2) Empirical Evidence from Recent Storms: How has climate change elevated maximum wind speeds in Atlantic hurricanes during the 2023-2025 period, based on rapid attribution studies and related analyses? What metrics show shifts in Saffir-Simpson categories, and how do regional variations highlight data conflicts? Draw a line chart depicting average wind speed increases over the past three years. (3) Future Projections and Risks: What do CMIP6 models forecast for hurricane intensity under +1.5°C to +2°C warming scenarios by 2030? Discuss how these changes could exacerbate coastal flooding, storm surge heights, and associated economic losses in Florida and the broader Atlantic region, while noting model resolution limitations that affect fine-scale predictions. (4) Policy and Mitigation Recommendations: What adaptive strategies are recommended to mitigate the impacts of intensified hurricanes on Florida's coastal areas, considering the compiled evidence from mechanisms, observations, and projections? Analyze trade-offs in implementation costs versus benefits, drawing on 2024-2025 case studies, and recommend prioritized actions with evidence-based rationale.",
    "checklist": {
      "Mechanisms of Intensification Analysis": [
        "Does the report analyze the role of warmer sea surface temperatures in fueling rapid hurricane intensification based on 2023-2025 attribution analyses?",
        "Does it include schematic diagrams of hurricane formation processes to illustrate energy transfer from oceans to winds?"
      ],
      "Empirical Evidence from Recent Storms Evaluation": [
        "Does the report analyze how climate change has elevated maximum wind speeds in Atlantic hurricanes during the 2023-2025 period?",
        "Does it include a line chart depicting average wind speed increases over the past three years?"
      ],
      "Future Projections and Risks Discussion": [
        "Does the report discuss CMIP6 model forecasts for hurricane intensity under +1.5°C to +2°C warming scenarios by 2030?",
        "Does it note model resolution limitations that affect fine-scale predictions?"
      ],
      "Policy and Mitigation Recommendations Proposal": [
        "Does the report recommend adaptive strategies to mitigate the impacts of intensified hurricanes on Florida's coastal areas?",
        "Does it analyze trade-offs in implementation costs versus benefits, drawing on 2024-2025 case studies, and recommend prioritized actions with evidence-based rationale?"
      ]
    }
  },
  {
    "id": "114002",
    "query": "As a marine biologist specializing in cetacean conservation at the International Union for Conservation of Nature (IUCN) Asia Regional Office, compile a strategic report on the impacts of ocean noise pollution on whales to advocate for regional mitigation policies in the Indo-Pacific during the 2026 UN Ocean Conference. The report must systematically cover these dimensions: (1) Sources and Mechanisms of Noise Pollution: What are the primary anthropogenic sources contributing to ocean noise in whale habitats? How do these sources propagate sound and interact with whale auditory systems? (2) Behavioral and Physiological Impacts: How has noise pollution altered whale behaviors like foraging, migration, and communication in species such as humpback and blue whales, per 2023-2025 empirical studies? What physiological effects have been documented, and what data conflicts exist in attribution models? Cite representative images of stranded whales from documented noise-related impact events to illustrate severe outcomes. (3) Regional Case Studies and Projections: Focusing on Indo-Pacific hotspots, how have 2024-2025 events demonstrated noise reductions benefiting whale populations? Project future risks to whale populations by 2030 under scenarios of increasing vessel traffic, expanded shipping routes due to economic growth and polar ice melt influences, and rising offshore activities, while accounting for limitations in current acoustic propagation and population impact modeling.  Draw a line chart showing trends in underwater noise levels and whale sighting correlations from 2023-2025 monitoring data. (4) Mitigation Strategies and Recommendations: What proven interventions have reduced noise impacts based on 2023-2025 trials? Analyze their efficacy, cost-benefit trade-offs, and implementation challenges in multinational waters, then propose 2-3 prioritized actions for policy advocacy.",
    "checklist": {
      "Sources and Mechanisms of Noise Pollution Identification": [
        "Does the report identify the primary anthropogenic sources contributing to ocean noise in whale habitats?",
        "Does it explain how these sources propagate sound and interact with whale auditory systems?"
      ],
      "Behavioral and Physiological Impacts Analysis": [
        "Does the report analyze how noise pollution has altered whale behaviors like foraging, migration, and communication in species such as humpback and blue whales based on 2023-2025 empirical studies?",
        "Does it cite representative images of stranded whales from documented noise-related impact events to illustrate severe outcomes?"
      ],
      "Regional Case Studies and Projections Evaluation": [
        "Does the report evaluate 2024-2025 events demonstrating noise reductions benefiting whale populations in Indo-Pacific hotspots?",
        "Does it include a line chart showing trends in underwater noise levels and whale sighting correlations from 2023-2025 monitoring data?"
      ],
      "Mitigation Strategies and Recommendations Proposal": [
        "Does the report analyze proven interventions that have reduced noise impacts based on 2023-2025 trials?",
        "Does it propose 2-3 prioritized actions for policy advocacy?"
      ]
    }
  },
  {
    "id": "115001",
    "query": "As a postdoctoral researcher in materials chemistry at Stanford University's Department of Chemical Engineering, I need to prepare a comprehensive review paper on high-entropy materials (HEMs) for electrocatalysis to support a grant application focused on sustainable energy conversion technologies. The review must systematically cover these dimensions: (1) Structural Design and Synthesis Strategies: What novel synthesis methods have emerged for HEMs in 2023-2025? How do these methods facilitate entropy-driven stabilization of multi-element solid solutions, suppress phase segregation in complex compositions, and enable precise control over nanostructure morphology to promote multi-site active centers for enhanced electrocatalytic performance? Draw a timeline chart of key synthesis milestones, marking representative HEM compositions, associated synthesis techniques, and reported electrocatalytic improvements. (2) Electrocatalytic Mechanisms and Performance: How do cocktail effects and lattice distortions in HEMs optimize binding energies for reactions like HER, OER, and ORR, per DFT simulations and experimental data from 2024-2025 studies? What evidence shows superior activity over binary catalysts, and what data conflicts arise in stability assessments under acidic/alkaline conditions? Plot a radar chart comparing key metrics across 3-5 benchmark HEMs. (3) Applications in Energy Conversion: In which specific energy conversion devices or systems have HEMs shown notable breakthroughs or promising performance enhancements based on studies published from 2023 to 2025? How do targeted composition tuning and defect engineering contribute to improved scalability, cost reduction, and integration potential in practical device architectures? (4) Challenges and Future Directions: What limitations, like cost or phase segregation, persist in HEM commercialization, and how do ML-guided designs address them? Propose 2-3 research priorities, supported by multi-source evidence.",
    "checklist": {
      "Structural Design and Synthesis Strategies Documentation": [
        "Does the report document novel synthesis methods for HEMs in 2023-2025?",
        "Does it include a timeline chart of key synthesis milestones, marking representative HEM compositions, associated synthesis techniques, and reported electrocatalytic improvements?"
      ],
      "Electrocatalytic Mechanisms and Performance Analysis": [
        "Does the report analyze how cocktail effects and lattice distortions in HEMs optimize binding energies for reactions like HER, OER, and ORR based on DFT simulations and experimental data from 2024-2025 studies?",
        "Does it include a radar chart comparing key metrics across 3-5 benchmark HEMs?"
      ],
      "Applications in Energy Conversion Evaluation": [
        "Does the report evaluate specific energy conversion devices or systems where HEMs have shown notable breakthroughs or promising performance enhancements based on studies published from 2023 to 2025?",
        "Does it analyze how targeted composition tuning and defect engineering contribute to improved scalability, cost reduction, and integration potential in practical device architectures?"
      ],
      "Challenges and Future Directions Proposal": [
        "Does the report identify limitations like cost or phase segregation that persist in HEM commercialization?",
        "Does it propose 2-3 research priorities supported by multi-source evidence?"
      ]
    }
  },
  {
    "id": "116001",
    "query": "As a senior policy advisor at the Association of American Universities (AAU), I need to prepare a comprehensive report on the impact of AI talent migration from academia to industry on North American higher education systems, to inform strategic recommendations for member institutions amid ongoing faculty shortages and research funding challenges. The report must systematically cover these dimensions: (1) Migration Trends and Drivers: What are the key patterns in AI faculty departures from North American universities to industry between 2023 and 2025? How do salary disparities, industry incentives, and academic workload pressures contribute to this brain drain, and what specific evidence from surveys and reports published in 2024-2025 illustrates the relative influence of these drivers? Draw a bar chart comparing departure rates across top-tier institutions. (2) Impacts on Academic Institutions: How has the outflow of AI talent from universities to industry affected overall research output? What are the consequences for undergraduate and graduate education? Plot a line chart tracking changes in AI PhD graduation rates and faculty-to-student ratios in select North American universities, identifying any regional disparities. (3) Broader Ecosystem Effects and Conflicts: In what ways has the migration of AI faculty to industry influenced patterns of university-industry collaborations? What are the primary benefits and drawbacks of these evolving collaborations as demonstrated in case studies and analyses from 2023-2025? How do differing stakeholder views reveal unresolved tensions regarding the long-term health of the academic AI ecosystem? (4) Mitigation Strategies and Recommendations: What effective countermeasures have been implemented in 2023-2025 and how do their outcomes vary? Propose 2-3 prioritized policy interventions for AAU members, grounded in multi-source evidence, to stem the drain while fostering sustainable talent pipelines.",
    "checklist": {
      "Migration Trends and Drivers Analysis": [
        "Does the report analyze key patterns in AI faculty departures from North American universities to industry between 2023 and 2025?",
        "Does it include a bar chart comparing departure rates across top-tier institutions?"
      ],
      "Impacts on Academic Institutions Evaluation": [
        "Does the report evaluate how the outflow of AI talent from universities to industry has affected overall research output?",
        "Does it include a line chart tracking changes in AI PhD graduation rates and faculty-to-student ratios in select North American universities, identifying any regional disparities?"
      ],
      "Broader Ecosystem Effects and Conflicts Discussion": [
        "Does the report discuss how the migration of AI faculty to industry has influenced patterns of university-industry collaborations?",
        "Does it analyze differing stakeholder views revealing unresolved tensions regarding the long-term health of the academic AI ecosystem?"
      ],
      "Mitigation Strategies and Recommendations Proposal": [
        "Does the report propose 2-3 prioritized policy interventions for AAU members to stem the drain while fostering sustainable talent pipelines?",
        "Are these proposals grounded in multi-source evidence?"
      ]
    }
  },
  {
    "id": "117001",
    "query": "As a director of an avant-garde theater company specializing in site-specific performances, I need to compile a strategic report on the evolution of immersive and experimental theatre from 2023 to 2025, to inform our upcoming season's programming decisions amid shifting audience expectations and funding constraints. The report must systematically cover these dimensions: (1) Technological Innovations in Immersive Practice: What key advancements in augmented reality (AR), virtual reality (VR), mixed reality (MR), and interactive systems have been integrated into immersive theatre productions between 2023 and 2025? How do these tools enhance audience agency, spatial storytelling, and embodied participation, and what evidence from 2024–2025 case studies demonstrates their adoption? Draw a timeline chart mapping major tech-infused immersive premieres, annotating with timestamps and sources. (2) Audience Engagement in Experimental Formats: How have immersive and participatory theatre models evolved from 2023 to 2025 to deepen engagement—such as through co-creation, environmental interaction, or one-on-one encounters? What audience surveys reveal about demographic shifts and emotional impacts, and how do they vary by region? Cite representative live photographs from immersive theatre to illustrate how audiences physically interact with performers and environments. (3) Critical Challenges and Ethical Debates: What limitations persist in accessibility, consent design, and cultural representation in immersive work, based on 2023–2025 critiques from institutions like the Immersive Experience Institute? How do conflicting views highlight unresolved tensions around spectatorship, surveillance, and artistic risk, and what causal factors like funding biases contribute? (4) Future Trends and Strategic Insights: Synthesizing recent developments, what emerging directions are projected for immersive and experimental theatre in 2026 onward? Propose 2–3 actionable strategies for our company, supported by multi-source evidence; use a table comparing their feasibility, costs, and potential audience reach.",
    "checklist": {
      "Technological Innovations in Immersive Practice Documentation": [
        "Does the report document key advancements in AR, VR, MR, and interactive systems integrated into immersive theatre productions between 2023 and 2025?",
        "Does it include a timeline chart mapping major tech-infused immersive premieres, annotating with timestamps and sources?"
      ],
      "Audience Engagement in Experimental Formats Analysis": [
        "Does the report analyze how immersive and participatory theatre models have evolved from 2023 to 2025 to deepen engagement?",
        "Does it cite representative live photographs from immersive theatre to illustrate how audiences physically interact with performers and environments?"
      ],
      "Critical Challenges and Ethical Debates Evaluation": [
        "Does the report evaluate limitations in accessibility, consent design, and cultural representation in immersive work based on 2023–2025 critiques?",
        "Does it analyze conflicting views highlighting unresolved tensions around spectatorship, surveillance, and artistic risk?"
      ],
      "Future Trends and Strategic Insights Proposal": [
        "Does the report propose 2–3 actionable strategies for the theater company, supported by multi-source evidence?",
        "Does it include a table comparing their feasibility, costs, and potential audience reach?"
      ]
    }
  },
  {
    "id": "118001",
    "query": "As a senior analyst at an international think tank focusing on Southeast Asian affairs, I need to prepare a deep research report on the Thailand–Cambodia border and maritime disputes to inform 2026 regional stability assessments. Please center on 2023–2025 escalations and diplomatic maneuvers, systematically covering these dimensions: (1) Historical Roots and Recent Triggers: Summarize the core sovereignty issues stemming from the Preah Vihear temple dispute. How have 2024–2025 incidents, such as troop repositioning or clashes over the Overlapping Claims Area, reignited tensions amid nationalist pressures? Plot a timeline chart, display key 2023–2025 conflict events and diplomatic milestones between the Srettha/Paetongtarn and Hun Manet administrations. (2) Diplomatic and Economic Impacts: Analyze the effectiveness of the 2025 Joint Border Commission outcomes under the ASEAN framework. What are the repercussions for bilateral trade, specifically regarding the $2 billion annual border commerce? Draw a radar chart comparing Thailand’s and Cambodia’s strategic positions across four metrics: domestic nationalist sentiment, dependence on shared offshore energy, military readiness, and commitment to ASEAN mediation. (3) Social and Humanitarian Dimensions: Evaluate the 2023–2025 reports of displaced border populations. How have cultural heritage preservation efforts been weaponized by social media narratives in both nations? Use a table comparing economic losses in the tourism sector and humanitarian aid metrics for border communities from 2024–2025. (4) Resolution Prospects and Strategic Risks: Assess de-escalation strategies like the \"2025 Peace Roadmap\" and joint petroleum development models. Identify ongoing risks, including the impact of 2026 domestic political shifts in Bangkok and Phnom Penh, and the role of \"water diplomacy\" amid climate-induced Mekong resource scarcity. Propose a trilateral monitoring framework involving neutral observers to prevent accidental military skirmishes in the disputed \"Grey Zones\".",
    "checklist": {
      "Historical Roots and Recent Triggers Summary": [
        "Does the report summarize the core sovereignty issues stemming from the Preah Vihear temple dispute?",
        "Does it include a timeline chart displaying key 2023–2025 conflict events and diplomatic milestones between the Srettha/Paetongtarn and Hun Manet administrations?"
      ],
      "Diplomatic and Economic Impacts Analysis": [
        "Does the report analyze the effectiveness of the 2025 Joint Border Commission outcomes under the ASEAN framework?",
        "Does it include a radar chart comparing Thailand’s and Cambodia’s strategic positions across four metrics: domestic nationalist sentiment, dependence on shared offshore energy, military readiness, and commitment to ASEAN mediation?"
      ],
      "Social and Humanitarian Dimensions Evaluation": [
        "Does the report evaluate the 2023–2025 reports of displaced border populations?",
        "Does it include a table comparing economic losses in the tourism sector and humanitarian aid metrics for border communities from 2024–2025?"
      ],
      "Resolution Prospects and Strategic Risks Assessment": [
        "Does the report assess de-escalation strategies like the '2025 Peace Roadmap' and joint petroleum development models?",
        "Does it propose a trilateral monitoring framework involving neutral observers to prevent accidental military skirmishes in the disputed 'Grey Zones'?"
      ]
    }
  },
  {
    "id": "118002",
    "query": "As a senior geopolitical analyst at a Washington-based think tank, I need to compile a deep research report on the U.S. military airstrikes on Venezuela to assess implications for hemispheric stability in 2026. Please focus on the January 3, 2026, strikes and the preceding buildup from 2023–2025, systematically covering these dimensions: (1) Buildup and Triggers: Analyze key escalations, including the September 2025 maritime skirmishes and the December 2025 drone operations against coastal infrastructure. How did allegations of transnational drug trafficking justify these actions under the 2025 U.S. National Security Strategy? Plot a timeline chart, display key 2023–2025 buildup events leading to the January 2026 strikes. (2) Operational Impact: Evaluate the targeting of integrated air defense systems and the logistical role played by regional allies like Colombia. Analyze the immediate humanitarian fallout, including displacement reports from the Zulia and Falcón regions. Draw a scatter plot correlating strike intensity with reported civilian displacement rates across primary target zones. (3) Diplomatic Fallout: Contrast the 2026 UN Security Council condemnations with the varying responses from the OAS and the \"BRICS+\" bloc. Identify the impact of intensified secondary sanctions on regional energy trade. Use a table comparing the 2024 vs. 2026 diplomatic stances of China, Russia, and Brazil regarding Venezuelan sovereignty. (4) Long-term Consequences and Policy: Forecast 2026–2030 risks, specifically the potential for a protracted proxy conflict or a total collapse of the Caribbean migration framework following the reported capture of key regime figures. Propose a trilateral de-escalation path involving neutral Caribbean mediators. Draw a radar chart evaluating the 2026 regional stability outlook across five metrics: refugee flow control, energy market volatility, insurgent activity, diplomatic isolation, and food security.",
    "checklist": {
      "Buildup and Triggers Analysis": [
        "Does the report analyze key escalations leading to the January 2026 strikes?",
        "Does it include a timeline chart displaying key 2023–2025 buildup events?"
      ],
      "Operational Impact Evaluation": [
        "Does the report evaluate the targeting of integrated air defense systems and the logistical role played by regional allies like Colombia?",
        "Does it include a scatter plot correlating strike intensity with reported civilian displacement rates across primary target zones?"
      ],
      "Diplomatic Fallout Contrast": [
        "Does the report contrast the 2026 UN Security Council condemnations with varying responses from the OAS and the 'BRICS+' bloc?",
        "Does it include a table comparing the 2024 vs. 2026 diplomatic stances of China, Russia, and Brazil regarding Venezuelan sovereignty?"
      ],
      "Long-term Consequences and Policy Forecast": [
        "Does the report forecast 2026–2030 risks related to the strikes?",
        "Does it propose a trilateral de-escalation path involving neutral Caribbean mediators?",
        "Does it include a radar chart evaluating the 2026 regional stability outlook across five metrics?"
      ]
    }
  },
  {
    "id": "119001",
    "query": "As a senior tourism development officer at the Singapore Tourism Board, I need to compile an analytical report on \"Swiftonomics\"—the economic ripple effects of Taylor Swift's Eras Tour from 2023 to 2025—to inform strategies for attracting similar mega-entertainment events amid post-pandemic recovery and competition from regional hubs. The report must systematically cover these dimensions: (1) Tour-Driven Economic Boosts: What were the primary quantifiable impacts on the gross domestic product of host cities and the associated economic multipliers stemming from fan travel patterns during the tour? How did the international segments of the tour enhance regional tourism revenues in comparison to the domestic stops within the United States, drawing specifically on metrics from 2024 and 2025? Draw a bar chart comparing average per-concert economic contributions across continents, annotated with timestamps and sources. (2) Tourism and Hospitality Dynamics: How did the tour catalyze \"Swiftie tourism\", including hotel occupancy surges and ancillary spending on dining/merchandise? What specific case studies from 2023 through 2025 demonstrate emerging demographic trends among visitor profiles, and how do these trends differ across various global regions? Cite representative images of fan gatherings at iconic venues like Singapore's National Stadium to illustrate crowd scales and local integrations. (3) Broader Entertainment Industry Effects: How has Swiftonomics influenced event marketing and artist tours, per 2024 industry whitepapers? What challenges, like infrastructure strains or economic inequality in benefits, emerge from critiques? (4) Strategic Implications and Suggestions: What lessons from the synthesized trends can be applied to non-music events in the context of tourism development? Propose 2-3 initiatives for Singapore grounded in evidence.",
    "checklist": {
      "Tour-Driven Economic Boosts Analysis": [
        "Does the report analyze the primary quantifiable impacts on the gross domestic product of host cities from the Eras Tour?",
        "Does it include a bar chart comparing average per-concert economic contributions across continents?"
      ],
      "Tourism and Hospitality Dynamics Evaluation": [
        "Does the report evaluate how the tour catalyzed 'Swiftie tourism', including hotel occupancy surges and ancillary spending?",
        "Does it cite representative images of fan gatherings at iconic venues like Singapore's National Stadium?"
      ],
      "Broader Entertainment Industry Effects Discussion": [
        "Does the report discuss how Swiftonomics has influenced event marketing and artist tours based on 2024 industry whitepapers?",
        "Does it analyze challenges like infrastructure strains or economic inequality in benefits?"
      ],
      "Strategic Implications and Suggestions Proposal": [
        "Does the report propose 2-3 initiatives for Singapore grounded in evidence from the synthesized trends?",
        "Are these initiatives applicable to non-music events in the context of tourism development?"
      ]
    }
  },
  {
    "id": "120001",
    "query": "As the chief AI scientist at a leading research institute focused on advanced language models, I need to prepare a comprehensive technical report on the evolution and application of reinforcement learning (RL) techniques in training large language models (LLMs), to inform our lab's strategy for developing next-generation reasoning-capable agents. The report must systematically cover these dimensions: (1) Algorithmic Evolution: What are the key transitions in RL methods for LLMs from RLHF in 2023 to RLVR and GRPO in 2025, including their mathematical formulations and improvements in reward modeling? How do these evolved methods effectively mitigate longstanding issues such as inefficiencies in data utilization and instabilities during training phases, including phenomena like reward hacking or excessive optimization that plagued earlier iterations? Draw a timeline chart illustrating the progression of major RL algorithms with associated milestones and performance benchmarks from 2023-2025 papers. (2) Integration in LLM Lifecycle: How has RL been applied across pre-training, fine-tuning, and inference stages to enhance capabilities like mathematical reasoning and multi-step planning? What are the differences in offline vs. online RL approaches for LLMs, and how do they impact scalability in large-scale training? Cite illustrative diagrams of PPO algorithm integration in LLMs to visually elucidate the mechanisms of proximal policy optimization and its role in stabilizing policy updates during fine-tuning. (3) Challenges and Mitigations: What core challenges persist in RL for LLMs, based on 2024-2025 surveys? How have cutting-edge innovations, such as AI-driven feedback loops and approaches that eliminate the need for explicit critic models, been employed to overcome these hurdles, and what evidence from empirical studies shows their effectiveness or limitations? Plot a radar chart comparing 3-5 key RL methods across dimensions like efficiency, robustness, and reasoning gains, using data from 2023-2025 benchmarks. (4) Applications and Future Directions: In what ways has RL-enhanced LLM training advanced agentic systems and real-world applications, with examples from 2025 implementations? What ongoing controversies surround the design of hybrid RL-LLM architectures, especially concerning inherent biases in reward function engineering and their implications for long-term model behavior? Propose 2-3 strategic recommendations for our lab's R&D, supported by multi-source evidence, and draw a trend line chart of LLM performance improvements attributed to RL from 2023-2025. (5) Ethical Implications: How do RL techniques influence LLM safety and fairness, particularly in handling harmful outputs or preference alignment? What are the trade-offs in deploying RL-trained models at scale, considering energy costs and accessibility?",
    "checklist": {
      "Algorithmic Evolution Documentation": [
        "Does the report document key transitions in RL methods for LLMs from RLHF in 2023 to RLVR and GRPO in 2025?",
        "Does it include a timeline chart illustrating the progression of major RL algorithms with associated milestones and performance benchmarks from 2023-2025 papers?"
      ],
      "Integration in LLM Lifecycle Analysis": [
        "Does the report analyze how RL has been applied across pre-training, fine-tuning, and inference stages to enhance capabilities like mathematical reasoning and multi-step planning?",
        "Does it cite illustrative diagrams of PPO algorithm integration in LLMs to visually elucidate the mechanisms of proximal policy optimization?"
      ],
      "Challenges and Mitigations Evaluation": [
        "Does the report evaluate core challenges that persist in RL for LLMs based on 2024-2025 surveys?",
        "Does it include a radar chart comparing 3-5 key RL methods across dimensions like efficiency, robustness, and reasoning gains using data from 2023-2025 benchmarks?"
      ],
      "Applications and Future Directions Proposal": [
        "Does the report propose 2-3 strategic recommendations for the lab's R&D, supported by multi-source evidence?",
        "Does it include a trend line chart of LLM performance improvements attributed to RL from 2023-2025?"
      ],
      "Ethical Implications Discussion": [
        "Does the report discuss how RL techniques influence LLM safety and fairness, particularly in handling harmful outputs or preference alignment?",
        "Does it analyze trade-offs in deploying RL-trained models at scale, considering energy costs and accessibility?"
      ]
    }
  },
  {
    "id": "120002",
    "query": "As the Chief Technology Officer of a leading semiconductor foundry specializing in AI accelerators, I need to compile a strategic report on recent advancements in GPU computing power chips to guide our fabrication partnerships and R&D investments for 2026-2028. The report must systematically cover these dimensions: (1) Architectural Innovations: What fundamental design transformations in GPU architectures have propelled enhancements in compute density since 2023? How do these compare to emerging alternatives like Google's Trillium TPU in handling mixed-precision operations? What specific metrics highlight the superiority or trade-offs in scalability and adaptability across these platforms? Draw a timeline chart mapping major releases with peak FLOPs metrics and energy efficiency ratios. (2) Performance and Efficiency Benchmarks: Based on 2024-2025 benchmarks, how have GPUs advanced inference throughput, achieving up to 15x gains over prior generations? What limitations in power consumption and thermal management persist, and how do emerging processing-in-memory technologies mitigate von Neumann bottlenecks? Create a radar chart comparing 4-5 key models across dimensions like TFLOPs, bandwidth, and cost-per-token, using data from MLPerf 2025 results. (3) Market Dynamics and Competitive Landscape: How has NVIDIA maintained over 80% market share amid US export restrictions, while challengers like Intel and Amazon gained traction in cloud inference? What geopolitical factors influenced supply chains, and How do strategic alliances formed in 2025, indicate a pivot toward domain-specific accelerators tailored for sectors? Visualize the 2025 GPU market share distribution among NVIDIA, AMD, Intel, and others with a pie chart to illustrate dominance patterns and competitive encroachments influenced by regulatory pressures. (4) Applications and Future Implications: In what ways have these GPUs accelerated real-world AI tasks, such as robotics with NVIDIA Jetson Thor or automotive AI via Qualcomm's platforms? What unresolved debates exist on sustainability, including energy demands projected to exceed 1MW per rack? Propose 2-3 investment strategies for our foundry, supported by multi-source evidence, and summarize competitive advantages in a table contrasting pros, cons, and mitigation approaches from 2023-2025 industry reports. (5) Ethical and Regulatory Considerations: How do advancements in GPU power raise concerns over AI proliferation and energy equity, per 2025 policy analyses? What trade-offs in accessibility arise from high costs, and how might open-source frameworks like NVIDIA Dynamo address them? Derive actionable ethical guidelines for deployment, draw a trend line graph of performance-per-watt improvements from 2023-2025.",
    "checklist": {
      "Architectural Innovations Documentation": [
        "Does the report document fundamental design transformations in GPU architectures since 2023?",
        "Does it include a timeline chart mapping major releases with peak FLOPs metrics and energy efficiency ratios?"
      ],
      "Performance and Efficiency Benchmarks Analysis": [
        "Does the report analyze advancements in inference throughput based on 2024-2025 benchmarks?",
        "Does it include a radar chart comparing 4-5 key models across dimensions like TFLOPs, bandwidth, and cost-per-token using data from MLPerf 2025 results?"
      ],
      "Market Dynamics and Competitive Landscape Evaluation": [
        "Does the report evaluate how NVIDIA has maintained over 80% market share amid US export restrictions?",
        "Does it include a pie chart visualizing the 2025 GPU market share distribution among NVIDIA, AMD, Intel, and others?"
      ],
      "Applications and Future Implications Proposal": [
        "Does the report propose 2-3 investment strategies for the foundry, supported by multi-source evidence?",
        "Does it include a table contrasting competitive advantages in terms of pros, cons, and mitigation approaches from 2023-2025 industry reports?"
      ],
      "Ethical and Regulatory Considerations Discussion": [
        "Does the report discuss concerns over AI proliferation and energy equity raised by advancements in GPU power?",
        "Does it include a trend line graph of performance-per-watt improvements from 2023-2025?"
      ]
    }
  },
  {
    "id": "120003",
    "query": "As the Chief Technology Officer at a leading augmented reality (AR) hardware and software company developing next-generation mobile-based AR platforms, I am preparing a comprehensive strategic report to guide our 2026–2028 technology roadmap for real-time 3D scene reconstruction and rendering. The report should cover the following dimensions: (1) Foundational principles and evolutionary trajectory: Trace the core innovations of the original 2023 3D Gaussian Splatting method compared to prior radiance field techniques. Identify key evolutionary phases from 2023 foundational work through 2024–2025 extensions (e.g., dynamic/4D variants, compression techniques, and hybrid NeRF-GS frameworks). What are the primary drivers behind its shift from research prototype to real-time capable rendering? Plot a timeline chart illustrating major milestones, representative models from 2023 onward, with clear annotations of training/rendering speed improvements. (2) Performance and efficiency comparison with alternatives: Conduct a systematic benchmark comparison between vanilla 3DGS, major 2024–2025 variants, and competing approaches like NeRF derivatives and instant methods. Evaluate across key metrics including PSNR/SSIM quality scores, training time, rendering FPS on consumer-grade GPUs/mobile devices, and memory footprint, using data from recent surveys and standardized datasets (e.g., MIP-NeRF 360, Tanks & Temples). Why does 3DGS consistently outperform NeRF in real-time scenarios while maintaining comparable or superior fidelity? Draw a multi-axis radar chart comparing at least four representative methods on these dimensions. (3) Extensions for complex real-world scenarios: Analyze critical advancements addressing 3DGS limitations in dynamic scenes, reflective surfaces, large-scale environments, and human/body reconstruction. How have these extensions improved generalization to sparse views, occlusions, and non-Lambertian materials? Discuss integration with SLAM systems and compression techniques enabling mobile deployment. Include representative architecture diagrams from seminal 2023–2025 works (e.g., original 3DGS pipeline and a key dynamic extension), annotated with sources, alongside rendered example images demonstrating photorealistic outputs in challenging AR-relevant scenarios such as indoor/outdoor mixed lighting. (4) Industry applications and adoption trends: Evaluate 3DGS deployment in AR/VR, robotics, autonomous driving, and content creation. Assess commercialization progress, including open-source frameworks, standards emergence, and adoption by major players in 2025. What evidence from recent industry reports and benchmarks supports its superiority for interactive AR experiences on smartphones? Draw a trend chart showing publication volume, citation growth, and reported real-world deployment metrics from 2023–2025, highlighting inflection points in mainstream integration.",
    "checklist": {
      "Foundational Principles and Evolutionary Trajectory Documentation": [
        "Does the report trace the core innovations of the original 2023 3D Gaussian Splatting method compared to prior radiance field techniques?",
        "Does it include a timeline chart illustrating major milestones, representative models from 2023 onward, with clear annotations of training/rendering speed improvements?"
      ],
      "Performance and Efficiency Comparison Analysis": [
        "Does the report conduct a systematic benchmark comparison between vanilla 3DGS, major 2024–2025 variants, and competing approaches like NeRF derivatives and instant methods?",
        "Does it include a multi-axis radar chart comparing at least four representative methods on key metrics?"
      ],
      "Extensions for Complex Real-World Scenarios Evaluation": [
        "Does the report analyze critical advancements addressing 3DGS limitations in dynamic scenes, reflective surfaces, large-scale environments, and human/body reconstruction?",
        "Does it include representative architecture diagrams from seminal 2023–2025 works alongside rendered example images demonstrating photorealistic outputs?"
      ],
      "Industry Applications and Adoption Trends Assessment": [
        "Does the report evaluate 3DGS deployment in AR/VR, robotics, autonomous driving, and content creation?",
        "Does it include a trend chart showing publication volume, citation growth, and reported real-world deployment metrics from 2023–2025?"
      ]
    }
  },
  {
    "id": "120004",
    "query": "As the technical director of a leading video game development studio specializing in AAA titles, I need to compile a comprehensive report on AI-driven UV texture map generation to inform our 2026 asset creation pipeline upgrades, focusing on efficiency, quality, and integration with Unity and Unreal Engine, systematically covering these dimensions: (1) Foundational Methods and Innovations: What core techniques emerged in AI UV texture generation from 2023 onward? How do depth-aware inpaintingand part-based unwrapping reduce artifacts like seams or illumination? In what ways does the artist-inspired parameterization strategy in tools like ArtUV leverage auto-encoder architectures for predicting semantically meaningful seams, comparing distortion metrics across methods. Draw a timeline chart of milestones, labeling key papers and efficiency gains. (2) Performance and Optimization Advances: Compare rendering speeds and resolutions among 2023–2025 models, using benchmarks ? What compression strategies minimize VRAM usage while preserving multiview consistency? What persistent challenges emerge when processing non-watertight meshes or models with open boundaries, and how do dataset biases in training corpora contribute to inconsistent performance across geometry types or material categories? Create a radar chart contrasting models on axes for speed, fidelity, distortion, and generality, based on 2024–2025 quantitative data. (3) Applications in Game Development and Integration: How have these methods been applied in real-time texturing for engines like Unity, such as Sloyd's procedural UV mapping for image-to-3D workflows? Assess case studies from 2025 GDC demos, including text-guided enhancement for themed assets in Make-A-Texture. What specific difficulties surface when applying these methods in dynamic settings, including ensuring temporal coherence for textures on animated characters or deformable objects during gameplay sequences? Cite representative generated texture images from Meta 3D TextureGen examples to illustrate semantic consistency in complex geometries. (4) Challenges, Ethical Considerations, and Future Directions: Identify unresolved issues like overlap artifacts in learning-based unwrapping or category-specific training needs in Point-UV Diffusion? How do prevalent biases present in training datasets affect the models' ability to generalize to diverse mesh types or artistic styles, and what corrective approaches have been proposed in reviews from 2025 to improve robustness? Use a table comparing ethical implications, across industry reports from 2024–2025. (5) Strategic Recommendations for Pipeline Adoption: Based on the analysis, recommend prioritized models for our studio's needs, including cost-benefit projections? Suggest hybrid workflows combining ArtUV seams with Paint3D refinement for 2026 titles, with risk assessments on hardware dependencies.",
    "checklist": {
      "Foundational Methods and Innovations Documentation": [
        "Does the report document core techniques that emerged in AI UV texture generation from 2023 onward?",
        "Does it include a timeline chart of milestones, labeling key papers and efficiency gains?"
      ],
      "Performance and Optimization Advances Analysis": [
        "Does the report compare rendering speeds and resolutions among 2023–2025 models using benchmarks?",
        "Does it include a radar chart contrasting models on axes for speed, fidelity, distortion, and generality based on 2024–2025 quantitative data?"
      ],
      "Applications in Game Development and Integration Evaluation": [
        "Does the report assess how these methods have been applied in real-time texturing for engines like Unity?",
        "Does it cite representative generated texture images from Meta 3D TextureGen examples to illustrate semantic consistency in complex geometries?"
      ],
      "Challenges, Ethical Considerations, and Future Directions Discussion": [
        "Does the report identify unresolved issues like overlap artifacts in learning-based unwrapping or category-specific training needs in Point-UV Diffusion?",
        "Does it include a table comparing ethical implications across industry reports from 2024–2025?"
      ],
      "Strategic Recommendations for Pipeline Adoption Proposal": [
        "Does the report recommend prioritized models for the studio's needs, including cost-benefit projections?",
        "Does it suggest hybrid workflows combining ArtUV seams with Paint3D refinement for 2026 titles, with risk assessments on hardware dependencies?"
      ]
    }
  },
  {
    "id": "121001",
    "query": "As the chief investment strategist for a multinational asset management firm, I need to prepare a comprehensive market analysis report on global cloud service vendors to inform our 2026 portfolio allocation decisions in the cloud computing sector. The report must systematically cover these dimensions: (1) Market Share and Revenue Dynamics: What are the current market shares of leading vendors like AWS, Microsoft Azure, Google Cloud, Oracle, and Alibaba in Q3 2025, and how have they evolved since 2023? How do year-over-year revenue growth rates compare among the top five vendors, factoring in AI workloads as a growth driver? Draw a line chart visualizing 2023-2025 quarterly revenue trends for the big three (AWS, Azure, Google Cloud). (2) Competitive Strategies and Innovation: How have major vendors differentiated through AI integration, such as AWS's Bedrock and Google Cloud's Vertex AI, and what are their impacts on enterprise adoption? What notable strategic acquisitions or collaborative partnerships executed between 2023 and 2025 have fortified the ecosystems of these vendors, and how have such moves specifically tackled obstacles related to multi-cloud interoperability and seamless data migration? Cite representative diagrams of AWS Bedrock and Google Vertex AI architectures to illustrate core components like model endpoints and data pipelines, enabling scalable AI deployments in hybrid cloud setups. (3) Regional Market Variations: How does market penetration differ across North America, Europe, Asia-Pacific, and emerging regions like Latin America in 2025, including growth rates and regulatory influences? What factors drive APAC's accelerated expansion compared to Europe's sustainability-focused regulations? Plot a bar chart to visualize 2025 regional revenue distributions, and assess how geopolitical tensions, such as data sovereignty laws, influence vendor strategies and investment attractiveness. (4) Financial Performance and Risk Assessment: What are the key profitability metrics for top vendors in FY 2025, and how do they correlate with AI infrastructure investments? How have macroeconomic factors like interest rates and energy costs impacted vendor valuations since 2023? (5) Future Outlook and Investment Implications: Based on 2023-2025 trends, what are the projected market growth trajectories through 2030, including the role of edge computing and sustainability initiatives? How might vendor consolidation or new entrants alter competitive landscapes? Propose three prioritized investment theses for our firm, supported by multi-source evidence, and draw a radar chart comparing vendor strengths in AI readiness, scalability, and cost efficiency to guide allocation decisions.",
    "checklist": {
      "Market Share and Revenue Dynamics Analysis": [
        "Does the report analyze the current market shares of leading vendors like AWS, Microsoft Azure, Google Cloud, Oracle, and Alibaba in Q3 2025, and how they have evolved since 2023?",
        "Does it include a line chart visualizing 2023-2025 quarterly revenue trends for the big three (AWS, Azure, Google Cloud)?"
      ],
      "Competitive Strategies and Innovation Evaluation": [
        "Does the report evaluate how major vendors have differentiated through AI integration and their impacts on enterprise adoption?",
        "Does it cite representative diagrams of AWS Bedrock and Google Vertex AI architectures to illustrate core components?"
      ],
      "Regional Market Variations Assessment": [
        "Does the report assess how market penetration differs across North America, Europe, Asia-Pacific, and emerging regions like Latin America in 2025?",
        "Does it include a bar chart to visualize 2025 regional revenue distributions?"
      ],
      "Financial Performance and Risk Assessment": [
        "Does the report analyze key profitability metrics for top vendors in FY 2025 and their correlation with AI infrastructure investments?",
        "Does it evaluate how macroeconomic factors like interest rates and energy costs have impacted vendor valuations since 2023?"
      ],
      "Future Outlook and Investment Implications Proposal": [
        "Does the report propose three prioritized investment theses for the firm, supported by multi-source evidence?",
        "Does it include a radar chart comparing vendor strengths in AI readiness, scalability, and cost efficiency to guide allocation decisions?"
      ]
    }
  },
  {
    "id": "121002",
    "query": "As the chief equity analyst for a leading Asia-Pacific venture capital firm specializing in AI investments, I need to prepare an in-depth report evaluating Zhipu AI's 2026 Hong Kong IPO as the inaugural public listing of a large language model (LLM) developer, to guide our fund's allocation strategy in the generative AI sector amid U.S.-China tech tensions. The report must systematically cover these dimensions: (1) IPO Structure and Valuation Analysis: What were the key terms of Zhipu's HK$4.35 billion IPO, including share pricing, allocation to retail versus institutional investors, and use of proceeds? How does its post-IPO valuation compare to pre-listing funding rounds from 2023-2025, factoring in revenue growth from 312.4 million yuan in 2024? Draw a line chart tracking Zhipu's quarterly valuation evolution from 2023 Q1 to 2025 Q4 against peers like MiniMax and Moonshot AI, highlighting inflection points tied to GLM model releases. (2) Technological and Competitive Positioning: How has Zhipu's GLM series differentiated it from global rivals like OpenAI and Anthropic in multimodal capabilities and enterprise adoption? What strategic partnerships or acquisitions from 2023-2025 bolstered its ecosystem, and how do they mitigate U.S. export controls on AI chips? Retrieve a benchmark chart showing GLM-4.5’s average performance across agentic, reasoning, and coding tasks to illustrate its competitive positioning in core AI capabilities. (3) Market Impact and Financial Performance: What immediate effects did Zhipu's January 2026 debut have on Hong Kong's tech IPO pipeline and investor sentiment toward Chinese AI firms? How do Zhipu AI's profitability indicators from 2024 to 2025, mirror broader hurdles in scaling AI computational resources when juxtaposed with financial profiles of U.S. equivalents operating? Include a table summarizing key financial ratios for Zhipu, MiniMax, and OpenAI proxies from 2023-2025, analyzing variances due to regulatory environments. Plot a line chart depicting Zhipu AI's daily stock price movements in the first month to capture post-IPO volatility trends and sentiment indicators. (4) Investment Implications and Future Outlook: Based on Zhipu's listing as the first LLM stock, what projected growth trajectories through 2030 emerge for the global AI market, incorporating sustainability and antitrust concerns? How might follow-on listings like MiniMax alter sector valuations? Propose three actionable strategies for our firm, such as hedging via diversified AI portfolios, supported by multi-evidence critiques of overvaluation risks. Plot a bar chart projecting annual AI market size increments from 2026 to 2030 to visualize long-term sector forecasts.",
    "checklist": {
      "IPO Structure and Valuation Analysis": [
        "Does the report analyze the key terms of Zhipu's HK$4.35 billion IPO, including share pricing, allocation to retail versus institutional investors, and use of proceeds?",
        "Does it include a line chart tracking Zhipu's quarterly valuation evolution from 2023 Q1 to 2025 Q4 against peers like MiniMax and Moonshot AI?"
      ],
      "Technological and Competitive Positioning Evaluation": [
        "Does the report evaluate how Zhipu's GLM series has differentiated it from global rivals like OpenAI and Anthropic in multimodal capabilities and enterprise adoption?",
        "Does it include a benchmark chart showing GLM-4.5’s average performance across agentic, reasoning, and coding tasks?"
      ],
      "Market Impact and Financial Performance Assessment": [
        "Does the report assess the immediate effects of Zhipu's January 2026 debut on Hong Kong's tech IPO pipeline and investor sentiment toward Chinese AI firms?",
        "Does it include a table summarizing key financial ratios for Zhipu, MiniMax, and OpenAI proxies from 2023-2025?"
      ],
      "Investment Implications and Future Outlook Proposal": [
        "Does the report propose three actionable strategies for the firm, such as hedging via diversified AI portfolios?",
        "Does it include a bar chart projecting annual AI market size increments from 2026 to 2030?"
      ]
    }
  },
  {
    "id": "121003",
    "query": "As the chief investment officer for a leading Asia-Pacific venture capital firm specializing in robotics and AI, I need to prepare a comprehensive report analyzing the mass production landscape of humanoid robots to guide our 2026 fund allocation decisions amid global supply chain shifts and U.S.-China tech decoupling. The report must systematically cover these dimensions: (1) Market Dynamics and Growth Projections: What are the key drivers behind the humanoid robot market's expansion, including AI integration and labor shortages? How have unit production costs evolved over the period, and what disparities in pricing structures manifest between Western and Asian markets due to differing labor and material inputs? What quantitative indicators underscore the market's maturation toward widespread deployment? Draw a line chart tracking cost reductions from 2023-2025 across major players. (2) Key Players and Production Scaling: How do production timelines compare among leaders like Tesla , Agility Robotics, and Chinese firms like BYD? What strategic partnerships or acquisitions from 2023-2025 have accelerated mass production? How do these strategic maneuvers position players for competitive advantages in global distribution networks? Cite architectural diagrams of flagship models like Tesla Optimus Gen 2 and Agility Robotics Digit to illustrate design efficiencies. (3) Technological Enablers and Challenges: How have holistic AI frameworks, from perception algorithms to adaptive learning, facilitated the shift from experimental pilots to viable large-scale manufacturing in humanoid platforms? What supply chain bottlenecks, such as actuator costs and geopolitical risks persist? Draw a timeline chart of major breakthroughs from 2023-2025, including Amazon's millionth robot deployment, and analyze conflicting expert opinions on full autonomy timelines. (4) Financial Performance and Risk Assessment: What profitability metrics emerged from 2025 pilots? How do overarching economic variables, encompassing fluctuations in energy pricing and inflationary pressures on raw materials, impact capital expenditure demands for facility expansions and R&D? Plot a radar chart to evaluate risk profiles across players in scalability, regulatory compliance, and market penetration, highlighting data gaps in pre-mass production revenues. (5) Investment Outlook and Strategic Recommendations: Based on 2023-2025 trends, what are the projected returns for humanoid investments through 2030, factoring in blue-sky scenarios of 1 billion units by 2050? How could industry mergers among incumbents or influxes of novel disruptors fundamentally alter competitive hierarchies? Propose three investment theses, such as focusing on RaaS models, supported by multi-evidence analysis of overvaluation risks and diversification strategies.",
    "checklist": {
      "Market Dynamics and Growth Projections Analysis": [
        "Does the report analyze the key drivers behind the humanoid robot market's expansion, including AI integration and labor shortages?",
        "Does it include a line chart tracking cost reductions from 2023-2025 across major players?"
      ],
      "Key Players and Production Scaling Evaluation": [
        "Does the report evaluate how production timelines compare among leaders like Tesla, Agility Robotics, and Chinese firms like BYD?",
        "Does it cite architectural diagrams of flagship models like Tesla Optimus Gen 2 and Agility Robotics Digit to illustrate design efficiencies?"
      ],
      "Technological Enablers and Challenges Assessment": [
        "Does the report assess how holistic AI frameworks have facilitated the shift from experimental pilots to viable large-scale manufacturing in humanoid platforms?",
        "Does it include a timeline chart of major breakthroughs from 2023-2025, including Amazon's millionth robot deployment?"
      ],
      "Financial Performance and Risk Assessment": [
        "Does the report analyze profitability metrics that emerged from 2025 pilots?",
        "Does it include a radar chart to evaluate risk profiles across players in scalability, regulatory compliance, and market penetration?"
      ],
      "Investment Outlook and Strategic Recommendations Proposal": [
        "Does the report propose three investment theses, such as focusing on RaaS models?",
        "Does it support these theses with multi-evidence analysis of overvaluation risks and diversification strategies?"
      ]
    }
  },
  {
    "id": "122001",
    "query": "As the chief medical officer at a global biopharmaceutical company specializing in oncology, I need to compile a strategic assessment report on mRNA cancer vaccines to evaluate potential partnerships and pipeline expansions amid accelerating clinical momentum. The report must systematically cover these dimensions: (1) Mechanisms and Technological Advancements: How do mRNA vaccines precisely encode tumor-specific neoantigens to trigger robust CD8+ T-cell mediated immune responses, as evidenced by key preclinical models developed between 2023 and 2025? What specific structural modifications, have been introduced to enhance mRNA stability, translational efficiency, and targeted delivery to immune cells? Cite schematic diagrams of mRNA vaccine uptake and antigen presentation in dendritic cells; evaluate conflicting data on self-amplifying mRNA versus conventional designs in enhancing immunogenicity. (2) Key Clinical Trials and Efficacy Data: What outcomes emerged from phase 2/3 trials like mRNA-4157 (V940) in melanoma,? How do results for BNT122 in pancreatic cancer (prolonged recurrence-free survival in responders) compare across tumor types? Draw a timeline chart of major trial milestones from 2023-2025,incorporating markers for patient enrollment phases, interim readout dates, and primary endpoint achievements across leading programs to illustrate developmental progress; What potential biases in patient cohort selection criteria could undermine the generalizability of these trial findings? (3) Safety Profiles and Combination Strategies: What adverse events, such as cytokine release syndrome, were reported in 2024-2025 studies, and how do they vary by dose? How have integrations with checkpoint inhibitors amplified responses in NSCLC trials? Use a table to compare safety metrics and response rates across monotherapy versus combo arms in recent cohorts; critique limitations in long-term follow-up data for rare toxicities. (4) Market and Regulatory Landscape: What regulatory pathways are accelerating approvals for personalized vaccines? How do geopolitical influences affect equitable global access to these therapies and supply chain resilience? Draw a radar chart evaluating strengths in efficacy, scalability, and cost across leading candidates; assess divergent institutional views on commercialization timelines through 2030. (5) Future Directions and Challenges: Based on 2023-2025 trends, , what forward-looking projections anticipate the expansion of mRNA vaccine applications to additional indications incorporating advancements in computational neoantigen prediction algorithms for more precise epitope selection? How might overcoming tumor microenvironment suppression enhance outcomes? Propose three R&D strategies, such as neoadjuvant applications, supported by evidence critiques of resistance mechanisms and equity in trial diversity.",
    "checklist": {
      "Mechanisms and Technological Advancements Documentation": [
        "Does the report document how mRNA vaccines encode tumor-specific neoantigens to trigger immune responses?",
        "Does it cite schematic diagrams of mRNA vaccine uptake and antigen presentation in dendritic cells?"
      ],
      "Key Clinical Trials and Efficacy Data Analysis": [
        "Does the report analyze outcomes from phase 2/3 trials like mRNA-4157 (V940) in melanoma and BNT122 in pancreatic cancer?",
        "Does it include a timeline chart of major trial milestones from 2023-2025?"
      ],
      "Safety Profiles and Combination Strategies Evaluation": [
        "Does the report evaluate adverse events reported in 2024-2025 studies and how integrations with checkpoint inhibitors have amplified responses?",
        "Does it include a table comparing safety metrics and response rates across monotherapy versus combo arms in recent cohorts?"
      ],
      "Market and Regulatory Landscape Assessment": [
        "Does the report assess regulatory pathways accelerating approvals for personalized vaccines and geopolitical influences on global access?",
        "Does it include a radar chart evaluating strengths in efficacy, scalability, and cost across leading candidates?"
      ],
      "Future Directions and Challenges Proposal": [
        "Does the report propose three R&D strategies for mRNA cancer vaccines, supported by evidence critiques of resistance mechanisms and equity in trial diversity?"
      ]
    }
  },
  {
    "id": "122002",
    "query": "As a senior epidemiologist at a national public health institute, I need to prepare a comprehensive review report on caffeine dependence and its implications for long-term health to inform updated national dietary guidelines amid rising consumption trends. The report must systematically cover these dimensions: (1) Prevalence and Consumption Trends: What are the prevailing patterns of caffeine intake observed among U.S. adults based on surveys conducted between 2023 and 2025, encompassing average daily consumption levels and the predominant sources? How have these consumption trends shifted over recent years, particularly with the proportion of daily coffee drinkers reaching a notable 20-year peak in 2025, and what demographic factors contribute to these changes? Draw a line chart visualizing annual caffeine consumption per capita across age groups, noting increases among young adults. (2) Neurobiological Mechanisms of Dependence: How does chronic caffeine exposure lead to tolerance via adenosine receptor upregulation, as shown in 2023-2025 neuroimaging studies? What range of withdrawal symptoms, typically manifest upon cessation, and how do their severity and duration differ according to habitual dosage levels or individual physiological responses? Cite illustrative diagrams of caffeine's molecular interaction with adenosine receptors to depict the competitive antagonism process, clarifying the basis for stimulant effects and dependence formation. (3) Positive Long-Term Health Associations: What dose-response benefits does moderate intake offer against cardiovascular disease (reduced mortality) and type 2 diabetes? How do these extend to osteoporosis and healthy aging? What mechanisms underpin these positive outcomes, and how do they interact with lifestyle cofactors? Use a table comparing relative risks from 2023-2025 cohorts for all-cause mortality versus high intake, evaluating antioxidant mechanisms like chlorogenic acid's role. (4) Negative Long-Term Health Risks: How does high intake (>400 mg/day) correlate with anxiety, insomnia, and hypertension in longitudinal data? What conflicting views exist on cancer risks (neutral for most, protective for liver)? What distinctions emerge when contrasting results from observational epidemiological studies versus randomized interventional trials? Draw a radar chart contrasting effects on sleep quality, mood, and cardiovascular metrics across consumption levels, addressing biases in observational versus interventional studies. (5) Individual Variability and Recommendations: How do factors like age, genetics, and comorbidities influence outcomes, with slower metabolizers at higher dependence risk? What strategies mitigate withdrawal (e.g., gradual reduction)? Propose three tiered guidelines based on evidence, such as <200 mg/day for pregnant individuals, and identify research gaps in diverse populations.",
    "checklist": {
      "Prevalence and Consumption Trends Analysis": [
        "Does the report analyze prevailing patterns of caffeine intake among U.S. adults based on surveys from 2023 to 2025?",
        "Does it include a line chart visualizing annual caffeine consumption per capita across age groups?"
      ],
      "Neurobiological Mechanisms of Dependence Documentation": [
        "Does the report document how chronic caffeine exposure leads to tolerance via adenosine receptor upregulation?",
        "Does it cite illustrative diagrams of caffeine's molecular interaction with adenosine receptors?"
      ],
      "Positive Long-Term Health Associations Evaluation": [
        "Does the report evaluate dose-response benefits of moderate caffeine intake against cardiovascular disease and type 2 diabetes?",
        "Does it include a table comparing relative risks from 2023-2025 cohorts for all-cause mortality versus high intake?"
      ],
      "Negative Long-Term Health Risks Assessment": [
        "Does the report assess how high caffeine intake correlates with anxiety, insomnia, and hypertension in longitudinal data?",
        "Does it include a radar chart contrasting effects on sleep quality, mood, and cardiovascular metrics across consumption levels?"
      ],
      "Individual Variability and Recommendations Proposal": [
        "Does the report propose three tiered guidelines based on evidence for caffeine consumption?",
        "Does it identify research gaps in diverse populations?"
      ]
    }
  },
  {
    "id": "123001",
    "query": "As a senior policy advisor at an international think tank focused on digital rights and governance, I need to draft a comprehensive policy brief on data sovereignty and privacy protection to inform multilateral negotiations on cross-border data flows amid escalating U.S.-China tech tensions. The brief should cover the following dimensions: (1) Global Regulatory Landscape Evolution: What principal legislative updates have transpired in prominent jurisdictions between 2023 and 2025, encompassing shifts in data governance frameworks and enforcement mechanisms? How do these compare to U.S. state-level changes? Draw a timeline chart of major enactments, marking enforcement dates and regional divergences. (2) Data Sovereignty Mechanisms and Challenges: How have localization mandates, like China's 2024 cybersecurity reviews for cross-border transfers, conflicted with free flow principles in frameworks such as the Global Cross-Border Privacy Rules Forum? What implementation hurdles arise from quantum-resistant cryptography developments in 2025 OECD guidelines? How do these mechanisms interplay with national security imperatives? Cite diagrams of post-quantum cryptographic algorithms from NIST standards to illustrate the technical complexities in adapting encryption methods for resilient data sovereignty frameworks. (3) Privacy Protections in AI and Emerging Tech: What role do 2025 EU AI Act provisions play in mandating privacy-by-design for high-risk systems, and how do these mandates differ from U.S. executive orders aimed at protecting sensitive personal data in algorithmic applications? How have inherent biases embedded in AI training datasets amplified privacy vulnerabilities, as documented in breach incident reports spanning 2023 to 2025, and what mitigation tactics have been proposed to address these through enhanced data anonymization techniques? Use a table comparing consent mechanisms and opt-out rights under GDPR updates versus U.S. state laws. (4) Cross-Border Data Flows and Economic Impacts: How have 2025 restrictions on transfers to \"countries of concern\" under U.S. policies affected global supply chains, drawing from case studies like Meta's €1.2 billion GDPR fine? What divergent expert opinions exist on the viability of decentralized identity models for mitigating sovereignty disputes? Draw a radar chart assessing compliance burdens for multinationals across scalability, cost, and innovation metrics. (5) Policy Harmonization and Future Recommendations: Grounded in observable trends from 2023 to 2025, what foreseeable conflicts could materialize from disparate AI privacy regulations projecting into 2030? How can multilateral forums address data fragmentation while respecting sovereignty? Propose three evidence-based strategies, supported by critiques of current enforcement efficacy.",
    "checklist": {
      "Global Regulatory Landscape Evolution Documentation": [
        "Does the brief document principal legislative updates in prominent jurisdictions between 2023 and 2025?",
        "Does it include a timeline chart of major enactments, marking enforcement dates and regional divergences?"
      ],
      "Data Sovereignty Mechanisms and Challenges Analysis": [
        "Does the brief analyze how localization mandates have conflicted with free flow principles in data governance frameworks?",
        "Does it cite diagrams of post-quantum cryptographic algorithms from NIST standards?"
      ],
      "Privacy Protections in AI and Emerging Tech Evaluation": [
        "Does the brief evaluate the role of 2025 EU AI Act provisions in mandating privacy-by-design for high-risk systems?",
        "Does it include a table comparing consent mechanisms and opt-out rights under GDPR updates versus U.S. state laws?"
      ],
      "Cross-Border Data Flows and Economic Impacts Assessment": [
        "Does the brief assess how 2025 restrictions on transfers to 'countries of concern' under U.S. policies have affected global supply chains?",
        "Does it include a radar chart assessing compliance burdens for multinationals across scalability, cost, and innovation metrics?"
      ],
      "Policy Harmonization and Future Recommendations Proposal": [
        "Does the brief propose three evidence-based strategies for addressing data fragmentation while respecting sovereignty?",
        "Does it support these strategies with critiques of current enforcement efficacy?"
      ]
    }
  },
  {
    "id": "124001",
    "query": "As the Strategy Director for a major European green steel initiative, I require a deep research report on the scaling of the green hydrogen (H2) economy specifically tailored for heavy industry decarbonization. The report must prioritize recent industrial data to inform our procurement and technology selection strategy. Please analyze the following dimensions: (1) Electrolyzer Technology Landscape and Stack Efficiency: Compare the industrial readiness, stack life, and system-level efficiency of PEM, Alkaline, and Solid Oxide (SOEC) electrolyzers. Which manufacturers (e.g., Nel, ITM Power, or Thyssenkrupp Nucera) have successfully achieved 100MW+ scale in single-site deployments recently? How has the price volatility of iridium and platinum affected the CAPEX of PEM systems compared to nickel-based alkaline units? Plot a comparative radar chart evaluating these three core technologies across dimensions: capital cost, dynamic response, stack durability, and operating temperature. (2) H2-DRI Steelmaking Integration and Pilot Outcomes: Analyze the technical hurdles of transitioning from natural gas to 100% H2 in Direct Reduced Iron (DRI) furnaces. Evaluate results from commercial pilot runs at facilities such as HYBRIT in Sweden or H2 Green Steel’s Boden plant. What are the specific implications of hydrogen-induced embrittlement for furnace refractory materials and the resulting quality of the \"green\" sponge iron? Retrieve a standard schematic of hydrogen-based DRI steelmaking to illustrate the core process. (3) Logistics, Storage, and Infrastructure Corridors: Evaluate the progress of the \"European Hydrogen Backbone\" and the techno-economic feasibility of liquid organic hydrogen carriers (LOHC) versus ammonia for long-distance maritime transport. What are the current cost implications of the EU’s \"Delegated Acts\" on additionality and hourly matching for green steel production? How do subterranean salt cavern storage projects in Northern Europe factor into regional H2 security? Draw a bar chart showing the projected delivered cost per kg of H2 via pipeline versus ammonia-ship routes based on recent logistics studies. (4) Global Policy, Subsidies, and Trade Dynamics: How are the US Inflation Reduction Act (IRA) 45V tax credits and the EU Carbon Border Adjustment Mechanism (CBAM) creating a competitive \"green premium\" market for H2? Analyze the emergence of hydrogen export hubs in the MENA region, Australia, and South America. What are the emerging standards for \"Green Hydrogen Certification\" that our initiative must follow? Incorporate a table comparing the subsidy levels and carbon-intensity requirements for green hydrogen production across the US, Germany, and China.",
    "checklist": {
      "Electrolyzer Technology Landscape and Stack Efficiency Comparison": [
        "Does the report compare the industrial readiness, stack life, and system-level efficiency of PEM, Alkaline, and Solid Oxide (SOEC) electrolyzers?",
        "Does it include a comparative radar chart evaluating these three core technologies across dimensions: capital cost, dynamic response, stack durability, and operating temperature?"
      ],
      "H2-DRI Steelmaking Integration and Pilot Outcomes Analysis": [
        "Does the report analyze the technical hurdles of transitioning from natural gas to 100% H2 in Direct Reduced Iron (DRI) furnaces?",
        "Does it include a standard schematic of hydrogen-based DRI steelmaking to illustrate the core process?"
      ],
      "Logistics, Storage, and Infrastructure Corridors Evaluation": [
        "Does the report evaluate the progress of the 'European Hydrogen Backbone' and the techno-economic feasibility of liquid organic hydrogen carriers (LOHC) versus ammonia for long-distance maritime transport?",
        "Does it include a bar chart showing the projected delivered cost per kg of H2 via pipeline versus ammonia-ship routes based on recent logistics studies?"
      ],
      "Global Policy, Subsidies, and Trade Dynamics Assessment": [
        "Does the report assess how the US Inflation Reduction Act (IRA) 45V tax credits and the EU Carbon Border Adjustment Mechanism (CBAM) are creating a competitive 'green premium' market for H2?",
        "Does it incorporate a table comparing the subsidy levels and carbon-intensity requirements for green hydrogen production across the US, Germany, and China?"
      ]
    }
  },
  {
    "id": "126001",
    "query": "As the Director of Academic Integrity at a leading research university in the United States, I am preparing a comprehensive strategic report to inform the university's updated policy framework on generative AI (GenAI) in academic writing for the 2026-2027 academic year. The report must draw on the latest 2023-2025 empirical studies, institutional surveys, policy documents, and detection tool evaluations to provide a balanced, evidence-based assessment of GenAI's impact on university essay writing and academic integrity. The report should systematically cover the following dimensions: (1) Student adoption trends and behavioral patterns: Analyze the rapid growth in student use of GenAI tools (e.g., ChatGPT, Claude) for essay writing and related tasks from 2023 to 2025, including usage rates for assessments, drafting, revision, and citation generation. What demographic differences (e.g., undergraduate vs. graduate, STEM vs. humanities) emerge in adoption and frequency? How have motivations evolved from efficiency gains to bypassing detection, and what do recent surveys reveal about students' perceptions of GenAI as \"cheating\" versus a legitimate study aid? Draw a multi-line trend chart illustrating annual usage percentages across global or U.S. higher education institutions. (2) Institutional policy evolution and comparative analysis: Review the progression of university GenAI policies from initial bans or restrictions in 2023 to more nuanced guidelines in 2024-2025 (e.g., permitted with disclosure, prohibited without attribution). Compare approaches at peer institutions (e.g., Harvard, Columbia, Stanford) in terms of transparency requirements, syllabus integration, and penalties for undisclosed use. What internal divisions or stakeholder conflicts (faculty vs. administration vs. students) have shaped these policies? Use a comparative table summarizing key policy features across 5-7 leading universities to illustrate variations in language and enforcement mechanisms. (3) Effectiveness and limitations of AI detection tools: Evaluate the performance of leading detectors (e.g., Turnitin, GPTZero, Originality.ai) based on 2024-2025 independent benchmarks and studies, focusing on accuracy rates, false positive/negative risks, and vulnerability to adversarial techniques like humanizing tools. How have detection accuracies changed with newer GenAI models, and what ethical concerns arise from over-reliance on these tools? Draw a bar comparing reported accuracy metrics and false positive rates across major tools, and discuss implications for fair academic misconduct proceedings. (4) Impacts on writing pedagogy and academic integrity outcomes: Assess both positive effects and negative consequences on student essay quality and skill development, drawing from longitudinal studies. How have reported plagiarism or misconduct cases shifted in GenAI-era data compared to pre-2023 baselines? Critically analyze conflicting evidence on whether GenAI undermines or enhances authentic learning, incorporating diverse viewpoints from educators, students, and researchers.",
    "checklist": {
      "Student Adoption Trends and Behavioral Patterns Analysis": [
        "Does the report analyze the growth in student use of GenAI tools for essay writing from 2023 to 2025?",
        "Does it include a multi-line trend chart illustrating annual usage percentages across global or U.S. higher education institutions?"
      ],
      "Institutional Policy Evolution and Comparative Analysis": [
        "Does the report review the progression of university GenAI policies from 2023 to 2025?",
        "Does it include a comparative table summarizing key policy features across 5-7 leading universities?"
      ],
      "Effectiveness and Limitations of AI Detection Tools Evaluation": [
        "Does the report evaluate the performance of leading AI detection tools based on 2024-2025 benchmarks?",
        "Does it include a bar comparing reported accuracy metrics and false positive rates across major tools?"
      ],
      "Impacts on Writing Pedagogy and Academic Integrity Outcomes Assessment": [
        "Does the report assess both positive effects and negative consequences of GenAI on student essay quality and skill development?",
        "Does it critically analyze conflicting evidence on whether GenAI undermines or enhances authentic learning?"
      ]
    }
  },
  {
    "id": "126002",
    "query": "As a Workforce Development Policy Lead, I am evaluating the integration of micro-credentials into the national higher education framework to address the widening technical skills gap. We need to define the future of modular learning in a rapidly automating labor market. Please provide a deep research report on the evolving relationship between micro-credentials and traditional academic degrees: (1) Market Adoption and Employer Valuation: Analyze recent hiring data from platforms like LinkedIn and Indeed regarding the acceptance of industry-recognized micro-credentials (e.g., Google Career Certificates, AWS, Coursera Specializations) versus Bachelor’s degrees for entry-level TMT roles. How has the \"Skills-First\" hiring trend specifically impacted the salary premium traditionally associated with university degrees? Evaluate the effectiveness of micro-credentials for executive-level upskilling. Plot a bar chart comparing employer \"hiring intent\" statistics for candidates with \"Degree Only\" vs. \"Degree + Micro-credentials\" based on recent workforce surveys. (2) Stackability and Institutional Integration: How are traditional universities (e.g., ASU, Open University) \"stacking\" short courses into full Master’s or Bachelor’s degrees? Evaluate the progress of the \"European Learning Model\" (ELM) and digital credential interoperability across borders. How are \"Credit Transfer\" systems evolving to recognize non-academic learning experiences? Retrieve a diagram illustrating the concept of stacking micro-credentials into full degree programs. (3) Socio-Economic Impact and AI-Driven Reskilling: Analyze the role of micro-credentials in \"reskilling\" workers displaced by AI and automation. Is there a tangible risk of \"credential inflation\" where modular learning becomes a mandatory, expensive supplement to traditional degrees? Evaluate the accessibility of these credentials for non-traditional students in rural versus urban areas. Generate a line chart visualizing the growth in enrollment for non-degree vocational credentials versus traditional 4-year degrees over the last five years. (4) Regulatory and Quality Assurance Challenges: Summarize recent legislative efforts in the US and UK to allow federal or student aid for short-term vocational programs (e.g., Short-Term Pell Grant proposals). How are \"Quality Labels\" for micro-credentials being audited to prevent the rise of \"micro-credential mills\"? Evaluate the role of industry bodies in certifying the \"shelf-life\" of fast-depreciating tech skills. Create a table comparing the cost, duration, and median salary outcomes for the top 5 most popular micro-credentials of the past year.",
    "checklist": {
      "Market Adoption and Employer Valuation Analysis": [
        "Does the report analyze recent hiring data regarding the acceptance of micro-credentials versus Bachelor’s degrees for entry-level TMT roles?",
        "Does it include a bar chart comparing employer 'hiring intent' statistics for candidates with 'Degree Only' vs. 'Degree + Micro-credentials'?"
      ],
      "Stackability and Institutional Integration Evaluation": [
        "Does the report evaluate how traditional universities are stacking short courses into full degrees?",
        "Does it include a diagram illustrating the concept of stacking micro-credentials into full degree programs?"
      ],
      "Socio-Economic Impact and AI-Driven Reskilling Assessment": [
        "Does the report analyze the role of micro-credentials in reskilling workers displaced by AI and automation?",
        "Does it generate a line chart visualizing the growth in enrollment for non-degree vocational credentials versus traditional 4-year degrees over the last five years?"
      ],
      "Regulatory and Quality Assurance Challenges Summary": [
        "Does the report summarize recent legislative efforts to allow federal or student aid for short-term vocational programs?",
        "Does it create a table comparing the cost, duration, and median salary outcomes for the top 5 most popular micro-credentials of the past year?"
      ]
    }
  },
  {
    "id": "127001",
    "query": "As the Market Research Director for a major music label, I am developing our 2026 release strategy. Despite the total dominance of streaming platforms, vinyl records and high-fidelity physical formats have entered a \"Golden Age of Physicality\" as luxury collectibles. Please provide a deep research report: (1) Market Dynamics and Sales Growth: Analyze the 2024–2025 Luminate and RIAA data showing vinyl significantly outselling CDs and the growth of \"Ultra-Deluxe\" limited-run physical editions. Who are the primary demographics driving this trend—Gen Z collectors vs. Gen X audiophiles? Analyze the impact of \"variant collecting\" (multiple color versions of the same album) on market saturation in 2025. Plot a line chart visualizing the annual revenue of Vinyl vs. CD vs. Paid Streaming from 2020 to 2025. (2) Manufacturing and Supply Chain Realities: Investigate the 2025 expansion of vinyl pressing capacity in North America and Europe. How are \"Eco-Vinyl\" (recycled plastics) and \"Bio-Vinyl\" (calcium-zinc based) impacting production costs and sound quality? Analyze the 2025 lead times for independent labels vs. major labels. How are companies addressing the global shortage of high-quality lacquer used in master cutting? Include a retrieved schematic or photo of a modern, automated vinyl pressing machine from a 2025-commissioned plant (e.g., GZ Media or Third Man Pressing). (3) The \"Merchandisability\" of Music and Fan Engagement: Evaluate the 2025 trend of \"vinyl-as-decor\" and its impact on cover art design and packaging innovation (e.g., liquid-filled discs or AR-enabled jackets). How does physical ownership influence artist-fan loyalty compared to algorithmic streaming? Analyze the rise of \"physical-only\" bonus tracks as a major driver for day-one sales. Draw a bar chart showing the average revenue per fan for a \"Streaming-Only\" fan vs. a \"Physical Media\" fan in 2025. (4) Resurgence of Secondary Media (Cassettes/CDs): Is the 2025 \"cassette revival\" a passing fad or a sustainable niche for independent artists and low-fidelity (lo-fi) aesthetics? Analyze the 2024–2025 growth in portable CD player sales as a sign of \"digital fatigue\" and a desire for curated listening. Include a table comparing the manufacturing cost, retail price, and collector \"resale value\" of Vinyl, CD, and Cassette formats for a 2025 major album release.",
    "checklist": {
      "Market Dynamics and Sales Growth Analysis": [
        "Does the report analyze 2024–2025 data showing vinyl outselling CDs and the growth of 'Ultra-Deluxe' limited-run physical editions?",
        "Does it include a line chart visualizing the annual revenue of Vinyl vs. CD vs. Paid Streaming from 2020 to 2025?"
      ],
      "Manufacturing and Supply Chain Realities Investigation": [
        "Does the report investigate the 2025 expansion of vinyl pressing capacity in North America and Europe?",
        "Does it include a schematic or photo of a modern, automated vinyl pressing machine from a 2025-commissioned plant?"
      ],
      "The 'Merchandisability' of Music and Fan Engagement Evaluation": [
        "Does the report evaluate the 2025 trend of 'vinyl-as-decor' and its impact on cover art design and packaging innovation?",
        "Does it include a bar chart showing the average revenue per fan for a 'Streaming-Only' fan vs. a 'Physical Media' fan in 2025?"
      ],
      "Resurgence of Secondary Media (Cassettes/CDs) Analysis": [
        "Does the report analyze the 2025 'cassette revival' and growth in portable CD player sales?",
        "Does it include a table comparing the manufacturing cost, retail price, and collector 'resale value' of Vinyl, CD, and Cassette formats for a 2025 major album release?"
      ]
    }
  },
  {
    "id": "128001",
    "query": "As an Urban Policy Consultant for a city in the Mediterranean (e.g., Lisbon, Athens, or Malaga), I am drafting a strategic plan to balance the economic benefits of digital nomads with local housing affordability. We must address the social tension arising from the \"gentrification of everything\". Please provide a deep research report covering: (1) Evolution of the Nomad Demographic: How has the \"Digital Nomad\" profile shifted from freelance backpackers to mid-career \"Remote Executives\" and \"AI Specialists\"? Analyze recent data on average stay duration and spending patterns in urban versus rural areas. How has the rise of \"Nomad Families\" (nomadic parents with children) impacted local international school demand? Plot a bar chart comparing the average monthly disposable income of digital nomads versus local residents in top 5 European nomad hubs. (2) The \"Nomad Visa\" Landscape and Regulatory Efficacy: Evaluate the efficacy of Digital Nomad Visas in Spain, Portugal, Greece, and Japan. How are policies moving toward \"Social Contribution\" requirements (e.g., teaching local skills, paying local health surcharges) to mitigate anti-gentrification resentment? Analyze the shift from \"remote work\" visas to \"digital residency\" permits that offer clearer tax paths. Include a table comparing the income requirements and tax incentives of the top 10 countries offering digital nomad visas as of late 2025. (3) Gentrification and Socio-Economic Conflict: Analyze the anti-tourism and anti-nomad protests in cities like Barcelona, Lisbon, and Mexico City. Evaluate the impact of \"Nomad-specific\" co-living spaces on local long-term rental markets using recent statistics. Analyze the correlation between high-speed fiber-optic deployment and property value increases in historic districts. Draw a line chart showing the correlation between the growth of Airbnb/co-living listings and local rental prices in a selected \"Nomad Hub\" city over the last five years. (4) The \"Nomadic Infrastructure\" of Tomorrow: Investigate the rise of satellite-internet-enabled (Starlink) \"Rural Nomading\" as a response to urban overcrowding. How are cities rebranding themselves as \"Sustainable Nomad Hubs\" through green-tech infrastructure? Evaluate the role of co-working spaces in fostering local-nomad innovation exchange. Retrieve and include a photograph or architectural rendering of a modern co-living space designed for remote workers to illustrate the \"Nomad Hub\" aesthetic.",
    "checklist": {
      "Evolution of the Nomad Demographic Analysis": [
        "Does the report analyze how the 'Digital Nomad' profile has shifted to mid-career professionals and 'Nomad Families'?",
        "Does it include a bar chart comparing the average monthly disposable income of digital nomads versus local residents in top 5 European nomad hubs?"
      ],
      "The 'Nomad Visa' Landscape and Regulatory Efficacy Evaluation": [
        "Does the report evaluate the efficacy of Digital Nomad Visas in various countries and the move toward 'Social Contribution' requirements?",
        "Does it include a table comparing the income requirements and tax incentives of the top 10 countries offering digital nomad visas as of late 2025?"
      ],
      "Gentrification and Socio-Economic Conflict Analysis": [
        "Does the report analyze anti-tourism and anti-nomad protests and the impact of 'Nomad-specific' co-living spaces on local rental markets?",
        "Does it include a line chart showing the correlation between the growth of Airbnb/co-living listings and local rental prices in a selected 'Nomad Hub' city over the last five years?"
      ],
      "The 'Nomadic Infrastructure' of Tomorrow Investigation": [
        "Does the report investigate the rise of satellite-internet-enabled 'Rural Nomading' and cities rebranding as 'Sustainable Nomad Hubs'?",
        "Does it include a photograph or architectural rendering of a modern co-living space designed for remote workers?"
      ]
    }
  },
  {
    "id": "128002",
    "query": "As a Cultural Heritage Legal Advisor, I am preparing a legal and strategic brief on the landmark negotiations between the British Museum and the Hellenic Ministry of Culture regarding the Parthenon Marbles. This case is setting a 21st-century precedent for the concept of \"Universal Museums\". Please provide a deep research report covering: (1) Diplomatic and Legal Framework: Analyze the shift in the British Museum’s stance toward a \"cultural exchange\" or \"long-term loan\" rather than permanent transfer. Evaluate the impact of recent UK legislative debates on the British Museum Act 1963 and its ban on \"de-accessioning\". What are the legal implications of the \"ownership vs. custodianship\" argument? Incorporate a table comparing the legal arguments for \"Retention\" (British side) vs. \"Restitution\" (Greek side) based on international law principles. (2) Public Sentiment and Global Decolonization: How have public opinion polls in the UK and Greece changed regarding the return of the Marbles recently? Analyze the influence of other recent restitutions (e.g., Benin Bronzes from Germany, Nigerian artifacts) on the current negotiation momentum. Evaluate the impact of \"Gen Z\" sentiment on museum ethics and repatriation policies globally. Create a pie chart visualizing UK public opinion on returning the Parthenon Marbles based on recent YouGov or similar surveys. (3) Technological Solutions: Evaluate the role of high-resolution 3D-scanning and robotic carving (e.g., by the Institute for Digital Archaeology) in creating perfect Pentelic marble replicas for display. Can a \"Digital Return\" or \"Replica Swap\" satisfy both cultural preservation and local sovereignty? Analyze the concept of \"Digital Ownership\" in resolving sharing disputes. Include a retrieved image showing a 3D-scanned reconstruction or a high-fidelity replica of Parthenon sculptures being processed or displayed. (4) The Future of the \"Encyclopedic Museum\": Analyze the long-term implications for other high-profile disputed artifacts, such as the Rosetta Stone or the Nefertiti Bust. Will a Parthenon settlement trigger a \"hollowing out\" of Western museums or lead to a new era of collaborative global curation? Evaluate the role of private collections in the restitution landscape. Include a table mapping the top 5 most high-profile disputed artifacts in global museums and their current negotiation status.",
    "checklist": {
      "Diplomatic and Legal Framework Analysis": [
        "Does the report analyze the shift in the British Museum’s stance toward a 'cultural exchange' or 'long-term loan' regarding the Parthenon Marbles?",
        "Does it include a table comparing the legal arguments for 'Retention' vs. 'Restitution' based on international law principles?"
      ],
      "Public Sentiment and Global Decolonization Evaluation": [
        "Does the report analyze changes in public opinion polls in the UK and Greece regarding the return of the Marbles?",
        "Does it include a pie chart visualizing UK public opinion on returning the Parthenon Marbles based on recent surveys?"
      ],
      "Technological Solutions Evaluation": [
        "Does the report evaluate the role of high-resolution 3D-scanning and robotic carving in creating replicas of the Parthenon sculptures?",
        "Does it include a image showing a 3D-scanned reconstruction or a high-fidelity replica of Parthenon sculptures?"
      ],
      "The Future of the 'Encyclopedic Museum' Analysis": [
        "Does the report analyze the long-term implications for other high-profile disputed artifacts in global museums?",
        "Does it include a table mapping the top 5 most high-profile disputed artifacts in global museums and their current negotiation status?"
      ]
    }
  }
]