Automated ingestion of prompt: Personalized Technical Intelligence Briefing for Edge AI in Defense

prompts/coding/personalized_technical_intelligence_briefing_for_e_601.md

@@ -0,0 +1,73 @@
+---
+title: "Personalized Technical Intelligence Briefing for Edge AI in Defense"
+contributor: "@ezekielmitchll@gmail.com"
+tags: #coding, #ezekielmitchllgmailcom
+---
+
+{
+  "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
+  }
+}