extract: 2026-03-20-leo-four-layer-ai-governance-failure

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

inbox/queue/.extraction-debug/2026-03-20-leo-four-layer-ai-governance-failure.json

@@ -0,0 +1,28 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "ai-governance-fails-across-four-structural-layers-with-distinct-mechanisms.md",
+      "issues": [
+        "missing_attribution_extractor",
+        "opsec_internal_deal_terms"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 1,
+    "kept": 0,
+    "fixed": 3,
+    "rejected": 1,
+    "fixes_applied": [
+      "ai-governance-fails-across-four-structural-layers-with-distinct-mechanisms.md:set_created:2026-03-20",
+      "ai-governance-fails-across-four-structural-layers-with-distinct-mechanisms.md:stripped_wiki_link:technology-advances-exponentially-but-coordination-mechanism",
+      "ai-governance-fails-across-four-structural-layers-with-distinct-mechanisms.md:stripped_wiki_link:voluntary-safety-commitments-collapse-under-competitive-pres"
+    ],
+    "rejections": [
+      "ai-governance-fails-across-four-structural-layers-with-distinct-mechanisms.md:missing_attribution_extractor",
+      "ai-governance-fails-across-four-structural-layers-with-distinct-mechanisms.md:opsec_internal_deal_terms"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-20"
+}

inbox/queue/2026-03-20-leo-four-layer-ai-governance-failure.md

@@ -7,7 +7,7 @@ date: 2026-03-20
 domain: grand-strategy
 secondary_domains: [ai-alignment]
 format: synthesis
-status: unprocessed
+status: null-result
 priority: high
 tags: [governance-failure, four-layer-structure, voluntary-commitment, mandatory-regulation, compulsory-evaluation, deregulation, grand-strategy, cross-domain-synthesis]
 synthesizes:
@@ -18,6 +18,10 @@ synthesizes:
   - 2026-03-20-bench2cop-benchmarks-insufficient-compliance.md
   - 2026-03-20-stelling-gpai-cop-industry-mapping.md
   - 2026-03-20-eu-ai-act-digital-simplification-nov2025.md
+processed_by: leo
+processed_date: 2026-03-20
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 1 claims, 1 rejected by validator"
 ---
 
 ## Content
@@ -97,3 +101,14 @@ The most important implication: solutions pitched at one layer don't generalize.
 PRIMARY CONNECTION: [[technology advances exponentially but coordination mechanisms evolve linearly creating a widening gap]]
 WHY ARCHIVED: Cross-domain synthesis pulling together 7 independently archived sources into a structural framework that isn't visible from within any single domain's perspective. Grand-strategy meta-analysis that adds to and frames the individual ai-alignment findings.
 EXTRACTION HINT: The four-layer structure is the primary extractable insight — but it may be too broad for a single claim. Consider whether to extract as a framework piece (foundations/) or as multiple claims (Layer 1 and Layer 4 are most novel from Leo's perspective; Layers 2 and 3 may already be captured in ai-alignment domain claims). Primary novelty: the meta-observation that all four failure modes share the same competitive selection driver at different institutional levels.
+
+
+## Key Facts
+- Anthropic RSP v1 was published in 2023 with unconditional safety thresholds
+- Anthropic RSP v3 was published in February 2026 with conditional thresholds
+- Anthropic raised $30B at $380B valuation with 10x annual revenue growth
+- EU AI Act GPAI obligations took effect August 2, 2025
+- EU Digital Simplification Package was proposed November 19, 2025 (3.5 months after GPAI obligations)
+- Bench2cop analyzed approximately 195,000 benchmark questions
+- EU AI Act Article 92 allows fines up to 3% of global turnover or €15M
+- Stelling et al. analysis was 166 pages covering GPAI Code of Practice mapping