{
"opening": "",
"criticalIntelligence": [
{
"headline": "",
"source": "",
"technicalSummary": "",
"relevanceScore": "",
"actionableInsight": ""
},
{
"headline": "",
"source": "",
"technicalSummary": "",
"relevanceScore": "",
"actionableInsight": ""
},
// Add up to 8 total items
],
"technicalDeepDive": [
{
"breakthroughItem": "",
"implementationDetails": ""
},
{
"breakthroughItem": "",
"implementationDetails": ""
}
// 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
}
}
