extract: 2026-02-26-starcloud-wp-why-train-ai-space

Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>

inbox/queue/.extraction-debug/2026-02-26-starcloud-wp-why-train-ai-space.json

@@ -0,0 +1,36 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "orbital-data-center-economics-require-starship-era-launch-costs-to-achieve-claimed-cost-advantages.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "space-grade-solar-panel-cost-premium-creates-thousand-fold-hardware-disadvantage-that-capacity-factor-advantages-cannot-overcome.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 6,
+    "rejected": 2,
+    "fixes_applied": [
+      "orbital-data-center-economics-require-starship-era-launch-costs-to-achieve-claimed-cost-advantages.md:set_created:2026-03-25",
+      "orbital-data-center-economics-require-starship-era-launch-costs-to-achieve-claimed-cost-advantages.md:stripped_wiki_link:launch-cost-reduction-is-the-keystone-variable-that-unlocks-",
+      "orbital-data-center-economics-require-starship-era-launch-costs-to-achieve-claimed-cost-advantages.md:stripped_wiki_link:Starship-achieving-routine-operations-at-sub-100-dollars-per",
+      "space-grade-solar-panel-cost-premium-creates-thousand-fold-hardware-disadvantage-that-capacity-factor-advantages-cannot-overcome.md:set_created:2026-03-25",
+      "space-grade-solar-panel-cost-premium-creates-thousand-fold-hardware-disadvantage-that-capacity-factor-advantages-cannot-overcome.md:stripped_wiki_link:launch-cost-reduction-is-the-keystone-variable-that-unlocks-",
+      "space-grade-solar-panel-cost-premium-creates-thousand-fold-hardware-disadvantage-that-capacity-factor-advantages-cannot-overcome.md:stripped_wiki_link:power-is-the-binding-constraint-on-all-space-operations-beca"
+    ],
+    "rejections": [
+      "orbital-data-center-economics-require-starship-era-launch-costs-to-achieve-claimed-cost-advantages.md:missing_attribution_extractor",
+      "space-grade-solar-panel-cost-premium-creates-thousand-fold-hardware-disadvantage-that-capacity-factor-advantages-cannot-overcome.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-25"
+}

inbox/queue/2026-02-26-starcloud-wp-why-train-ai-space.md

@@ -7,9 +7,12 @@ date: 2025-10-01
 domain: space-development
 secondary_domains: [energy, manufacturing]
 format: whitepaper
-status: unprocessed
+status: enrichment
 priority: high
 tags: [orbital-data-centers, starcloud, economics, solar-power, cooling, whitepaper, gate-analysis]
+processed_by: astra
+processed_date: 2026-03-25
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content
@@ -67,3 +70,14 @@ PRIMARY CONNECTION: [[launch cost reduction is the keystone variable that unlock
 WHY ARCHIVED: The primary source of ODC pro-viability economics claims; needed to compare against critiques (DCD/Gartner, SpaceNews); the launch cost assumption gap is the most important finding from this whitepaper
 
 EXTRACTION HINT: Do not extract at face value. Extract as "proposed under Starship economics" and pair with the independent critiques. The extractor should flag the $8.2M claim as requiring the launch cost assumption to be surfaced.
+
+
+## Key Facts
+- Starcloud claims orbital energy costs of $0.005/kWh equivalent, 15x lower than wholesale electricity
+- Starcloud claims 40MW orbital data center costs $8.2M over 10 years vs $167M terrestrial equivalent
+- Orbital solar capacity factor: >95% vs 24% median for US terrestrial solar
+- Starcloud-2 planned for October 2026 with multiple H100s and NVIDIA Blackwell platform
+- Long-term vision: 5GW orbital data center with 4km × 4km solar panels
+- Starcloud-1 launched November 2, 2025 (first H100 to orbit)
+- Company formerly known as Lumen Orbit, rebranded to Starcloud
+- NVIDIA-backed company, Y Combinator alumni