diff --git a/inbox/queue/.extraction-debug/2026-03-19-leo-coordination-bifurcation-synthesis.json b/inbox/queue/.extraction-debug/2026-03-19-leo-coordination-bifurcation-synthesis.json
new file mode 100644
index 00000000..831e62cd
--- /dev/null
+++ b/inbox/queue/.extraction-debug/2026-03-19-leo-coordination-bifurcation-synthesis.json
@@ -0,0 +1,27 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "ai-coordination-bifurcation-consent-asymmetry.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 1,
+    "kept": 0,
+    "fixed": 4,
+    "rejected": 1,
+    "fixes_applied": [
+      "ai-coordination-bifurcation-consent-asymmetry.md:set_created:2026-03-19",
+      "ai-coordination-bifurcation-consent-asymmetry.md:stripped_wiki_link:technology-advances-exponentially-but-coordination-mechanism",
+      "ai-coordination-bifurcation-consent-asymmetry.md:stripped_wiki_link:voluntary-safety-commitments-collapse-under-competitive-pres",
+      "ai-coordination-bifurcation-consent-asymmetry.md:stripped_wiki_link:mechanism-design-enables-incentive-compatible-coordination-b"
+    ],
+    "rejections": [
+      "ai-coordination-bifurcation-consent-asymmetry.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-19"
+}
\ No newline at end of file
diff --git a/inbox/queue/2026-03-19-leo-coordination-bifurcation-synthesis.md b/inbox/queue/2026-03-19-leo-coordination-bifurcation-synthesis.md
index 89e0d6e4..fa3e8082 100644
--- a/inbox/queue/2026-03-19-leo-coordination-bifurcation-synthesis.md
+++ b/inbox/queue/2026-03-19-leo-coordination-bifurcation-synthesis.md
@@ -7,7 +7,7 @@ date: 2026-03-19
 domain: grand-strategy
 secondary_domains: [ai-alignment, teleological-economics]
 format: synthesis
-status: unprocessed
+status: null-result
 priority: high
 tags: [coordination-bifurcation, structural-irony, choudary, krier, verification-gap, commercial-vs-governance, grand-strategy]
 derived_from:
@@ -17,6 +17,10 @@ derived_from:
   - "inbox/queue/2026-03-18-cfr-how-2026-decides-ai-future-governance.md"
   - "inbox/queue/2026-02-00-hosanagar-ai-deskilling-prevention-interventions.md"
   - "inbox/queue/2025-09-26-krier-coasean-bargaining-at-scale.md"
+processed_by: leo
+processed_date: 2026-03-19
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 1 claims, 1 rejected by validator"
 ---
 
 ## Content
@@ -94,3 +98,15 @@ EXTRACTION HINT: The extractor should focus on the mechanism (consent asymmetry)
 - Hosanagar: Air France 447 (2009, 249 deaths) triggered FAA mandatory manual flying requirements — regulatory template for AI deskilling correction
 - CFR: "large-scale binding international agreements on AI governance are unlikely in 2026" (Michael Horowitz)
 - 63% of surveyed organizations lack AI governance policies (IBM research, via Strategy International)
+
+
+## Key Facts
+- Tractable processed approximately $7B in insurance claims by 2023 using AI translation across heterogeneous photo inputs
+- Brundage et al. AAL framework published January 2026 with 28+ authors
+- AAL-1 (voluntary-collaborative evaluation) is current technical ceiling for AI assurance
+- AAL-3/4 (deception-resilient verification) is not currently technically feasible
+- UK AI Safety Institute renamed to AI Security Institute in 2026
+- METR and AISI operate on voluntary-collaborative models where labs can decline evaluation
+- Air France 447 crash (2009, 249 deaths) triggered FAA mandatory manual flying requirements
+- CFR reports large-scale binding international AI governance agreements unlikely in 2026
+- 63% of surveyed organizations lack AI governance policies (IBM research via Strategy International)