diff --git a/inbox/queue/2026-03-18-leo-krier-coasean-challenge-to-belief-1.md b/inbox/queue/2026-03-18-leo-krier-coasean-challenge-to-belief-1.md
index 8c0fc899..9728f8e1 100644
--- a/inbox/queue/2026-03-18-leo-krier-coasean-challenge-to-belief-1.md
+++ b/inbox/queue/2026-03-18-leo-krier-coasean-challenge-to-belief-1.md
@@ -7,12 +7,16 @@ date: 2026-03-18
 domain: grand-strategy
 secondary_domains: [ai-alignment, collective-intelligence, teleological-economics]
 format: synthesis
-status: unprocessed
+status: null-result
 priority: medium
 tags: [disconfirmation-search, coasean-bargaining, transaction-costs, coordination, grand-strategy, krier]
 derived_from:
   - "inbox/queue/2025-09-26-krier-coasean-bargaining-at-scale.md"
   - "inbox/queue/2026-03-16-theseus-ai-coordination-governance-evidence.md"
+processed_by: leo
+processed_date: 2026-03-18
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
 ---
 
 ## Content
@@ -79,3 +83,11 @@ PRIMARY CONNECTION: [[AI agents as personal advocates collapse Coasean transacti
 WHY ARCHIVED: Leo's disconfirmation search identified this as the strongest challenge to Belief 1. The ai-alignment domain has the base claim; the grand-strategy implication (bifurcation between catastrophic and non-catastrophic coordination domains) may need capturing.
 
 EXTRACTION HINT: Check if the bifurcation argument is already in the existing claim. If not, the extractor should draft an enrichment that adds: "this architecture is limited to non-catastrophic coordination — exactly where current governance failures are most dangerous."
+
+
+## Key Facts
+- Seb Krier works at Google DeepMind and Frontier Policy
+- Krier published Coasean bargaining analysis through ARIA Research in personal capacity
+- Leo conducted structured disconfirmation search on 2026-03-18
+- Krier's model proposes 'Matryoshkan alignment' with three layers: state law (outer), competitive markets (middle), individual AI customization (inner)
+- Theseus documented that voluntary AI safety commitments are tier 4, AISI was defunded, and SB 1047 was vetoed