diff --git a/domains/ai-alignment/internal-employee-governance-fails-to-constrain-frontier-ai-military-deployment.md b/domains/ai-alignment/internal-employee-governance-fails-to-constrain-frontier-ai-military-deployment.md
index 19fd5b803..35d936bd6 100644
--- a/domains/ai-alignment/internal-employee-governance-fails-to-constrain-frontier-ai-military-deployment.md
+++ b/domains/ai-alignment/internal-employee-governance-fails-to-constrain-frontier-ai-military-deployment.md
@@ -12,6 +12,20 @@ scope: structural
 sourcer: NextWeb, TransformerNews
 supports: ["alignment-tax-operates-as-market-clearing-mechanism-across-three-frontier-labs"]
 related: ["voluntary-safety-pledges-cannot-survive-competitive-pressure-because-unilateral-commitments-are-structurally-punished-when-competitors-advance-without-equivalent-constraints", "employee-ai-ethics-governance-mechanisms-structurally-weakened-as-military-ai-normalized", "classified-ai-deployment-creates-structural-monitoring-incompatibility-through-air-gapped-network-architecture", "advisory-safety-guardrails-on-air-gapped-networks-are-unenforceable-by-design", "employee-governance-requires-institutional-leverage-points-not-mobilization-scale-proven-by-maven-classified-deal-comparison", "pentagon-ai-contract-negotiations-stratify-into-three-tiers-creating-inverse-market-signal-rewarding-minimum-constraint"]
+
+### Auto-enrichment (near-duplicate conversion, similarity=1.00)
+*Source: PR #10517 — "internal employee governance fails to constrain frontier ai military deployment"*
+*Auto-converted by substantive fixer. Review: revert if this evidence doesn't belong here.*
+
+related: ["voluntary-safety-pledges-cannot-survive-competitive-pressure-because-unilateral-commitments-are-structurally-punished-when-competitors-advance-without-equivalent-constraints", "employee-ai-ethics-governance-mechanisms-structurally-weakened-as-military-ai-normalized", "classified-ai-deployment-creates-structural-monitoring-incompatibility-through-air-gapped-network-architecture", "advisory-safety-guardrails-on-air-gapped-networks-are-unenforceable-by-design", "employee-governance-requires-institutional-leverage-points-not-mobilization-scale-proven-by-maven-classified-deal-comparison", "pentagon-ai-contract-negotiations-stratify-into-three-tiers-creating-inverse-market-signal-rewarding-minimum-constraint", "internal-employee-governance-fails-to-constrain-frontier-ai-military-deployment"]
+
+
+## Supporting Evidence
+
+**Source:** MIT Technology Review and NBC News, March 2, 2026
+
+Google employees objected to Pentagon 'any lawful use' deal but the contract was signed anyway, representing a reversal from 2018 Project Maven refusal under employee pressure. This demonstrates employee governance mechanisms that worked in 2018 failed in 2026 under identical circumstances, suggesting structural weakening of internal constraints as military AI normalized.
+
 ---
 
 # Internal employee governance fails to constrain frontier AI military deployment because 580+ employees including senior technical researchers could not prevent a classified AI deployment they characterized as harmful