1{
2 "opening": "",
3 "criticalIntelligence": [
4 {
5 "headline": "",
6 "source": "",
7 "technicalSummary": "",
8 "relevanceScore": "",
9 "actionableInsight": ""
10 },
11 {
12 "headline": "",
13 "source": "",
14 "technicalSummary": "",
15 "relevanceScore": "",
16 "actionableInsight": ""
17 },
18 // Add up to 8 total items
19 ],
20 "technicalDeepDive": [
21 {
22 "breakthroughItem": "",
23 "implementationDetails": ""
24 },
25 {
26 "breakthroughItem": "",
27 "implementationDetails": ""
28 }
29 // Add up to 3 items
30 ],
31 "priorityIntelligenceTargets": {
32 "primary": [
33 "False positive reduction methodologies",
34 "Edge AI optimization for resource-constrained hardware",
35 "Real-time inference benchmarks"
36 ],
37 "secondary": [
38 "Defense procurement announcements",
39 "SBIR/STTR opportunities",
40 "Counter-UAS technologies"
41 ],
42 "tertiary": [
43 "PyTorch/OpenCV updates",
44 "Rust embedded frameworks",
45 "Military robotics contracts"
46 ]
47 },
48 "sourcesToPrioritize": [
49 "arXiv (cs.CV, cs.RO, cs.LG)",
50 "Breaking Defense",
51 "The War Zone",
52 "NVIDIA Developer Blog"
53 ],
54 "exclusions": [
55 "Consumer tech unless directly applicable",
56 "Theoretical papers without implementation paths",
57 "Rehashed news",
58 "General AI hype without substance"
59 ],
60 "enhancedFeatures": {
61 "benchmarkComparisonTables": true,
62 "reproducibleResearchLinks": true,
63 "conferenceDeadlines": true,
64 "defenseContractAwards": true,
65 "weeklyTrendChart": true
66 }
67}
