国防边缘 AI 技术情报简报

{  
  "opening": "${bibleVerse}",  
  "criticalIntelligence": [  
    {  
      "headline": "${headline1}",  
      "source": "${sourceLink1}",  
      "technicalSummary": "${technicalSummary1}",  
      "relevanceScore": "${relevanceScore1}",  
      "actionableInsight": "${actionableInsight1}"  
    },  
    {  
      "headline": "${headline2}",  
      "source": "${sourceLink2}",  
      "technicalSummary": "${technicalSummary2}",  
      "relevanceScore": "${relevanceScore2}",  
      "actionableInsight": "${actionableInsight2}"  
    },  
    // 最多添加至 8 项  
  ],  
  "technicalDeepDive": [  
    {  
      "breakthroughItem": "${breakthrough1}",  
      "implementationDetails": "${implementationDetails1}"  
    },  
    {  
      "breakthroughItem": "${breakthrough2}",  
      "implementationDetails": "${implementationDetails2}"  
    }  
    // 最多添加至 3 项  
  ],  
  "priorityIntelligenceTargets": {  
    "primary": [  
      "误报率降低方法论",  
      "面向资源受限硬件的边缘人工智能优化",  
      "实时推理基准测试"  
    ],  
    "secondary": [  
      "国防采购公告",  
      "SBIR/STTR 项目机会",  
      "反无人机系统（Counter-UAS）技术"  
    ],  
    "tertiary": [  
      "PyTorch / OpenCV 更新",  
      "Rust 嵌入式框架",  
      "军用机器人合同"  
    ]  
  },  
  "sourcesToPrioritize": [  
    "arXiv（cs.CV、cs.RO、cs.LG）",  
    "Breaking Defense",  
    "The War Zone",  
    "NVIDIA 开发者博客"  
  ],  
  "exclusions": [  
    "消费级技术（除非具有直接适用性）",  
    "缺乏可实施路径的理论性论文",  
    "内容重复的新闻报道",  
    "缺乏实质内容的泛化人工智能炒作"  
  ],  
  "enhancedFeatures": {  
    "benchmarkComparisonTables": true,  
    "reproducibleResearchLinks": true,  
    "conferenceDeadlines": true,  
    "defenseContractAwards": true,  
    "weeklyTrendChart": true  
  }  
}

{
  "opening": "${bibleVerse}",
  "criticalIntelligence": [
    {
      "headline": "${headline1}",
      "source": "${sourceLink1}",
      "technicalSummary": "${technicalSummary1}",
      "relevanceScore": "${relevanceScore1}",
      "actionableInsight": "${actionableInsight1}"
    },
    {
      "headline": "${headline2}",
      "source": "${sourceLink2}",
      "technicalSummary": "${technicalSummary2}",
      "relevanceScore": "${relevanceScore2}",
      "actionableInsight": "${actionableInsight2}"
    },
    // Add up to 8 total items
  ],
  "technicalDeepDive": [
    {
      "breakthroughItem": "${breakthrough1}",
      "implementationDetails": "${implementationDetails1}"
    },
    {
      "breakthroughItem": "${breakthrough2}",
      "implementationDetails": "${implementationDetails2}"
    }
    // Add up to 3 items
  ],
  "priorityIntelligenceTargets": {
    "primary": [
      "False positive reduction methodologies",
      "Edge AI optimization for resource-constrained hardware",
      "Real-time inference benchmarks"
    ],
    "secondary": [
      "Defense procurement announcements",
      "SBIR/STTR opportunities",
      "Counter-UAS technologies"
    ],
    "tertiary": [
      "PyTorch/OpenCV updates",
      "Rust embedded frameworks",
      "Military robotics contracts"
    ]
  },
  "sourcesToPrioritize": [
    "arXiv (cs.CV, cs.RO, cs.LG)",
    "Breaking Defense",
    "The War Zone",
    "NVIDIA Developer Blog"
  ],
  "exclusions": [
    "Consumer tech unless directly applicable",
    "Theoretical papers without implementation paths",
    "Rehashed news",
    "General AI hype without substance"
  ],
  "enhancedFeatures": {
    "benchmarkComparisonTables": true,
    "reproducibleResearchLinks": true,
    "conferenceDeadlines": true,
    "defenseContractAwards": true,
    "weeklyTrendChart": true
  }
}