diff --git a/inbox/queue/.extraction-debug/shapiro-genai-creative-tool.json b/inbox/queue/.extraction-debug/shapiro-genai-creative-tool.json
new file mode 100644
index 00000000..53355dfe
--- /dev/null
+++ b/inbox/queue/.extraction-debug/shapiro-genai-creative-tool.json
@@ -0,0 +1,34 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "genai-unpredictability-is-design-feature-for-creative-exploration.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "genai-creative-tools-face-adoption-resistance-from-identity-threat-not-capability-limits.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 4,
+    "rejected": 2,
+    "fixes_applied": [
+      "genai-unpredictability-is-design-feature-for-creative-exploration.md:set_created:2026-03-19",
+      "genai-unpredictability-is-design-feature-for-creative-exploration.md:stripped_wiki_link:AI-optimization-of-industry-subsystems-induces-demand-for-mo",
+      "genai-creative-tools-face-adoption-resistance-from-identity-threat-not-capability-limits.md:set_created:2026-03-19",
+      "genai-creative-tools-face-adoption-resistance-from-identity-threat-not-capability-limits.md:stripped_wiki_link:identity-protective-cognition-causes-people-to-reject-eviden"
+    ],
+    "rejections": [
+      "genai-unpredictability-is-design-feature-for-creative-exploration.md:missing_attribution_extractor",
+      "genai-creative-tools-face-adoption-resistance-from-identity-threat-not-capability-limits.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/shapiro-genai-creative-tool.md b/inbox/queue/shapiro-genai-creative-tool.md
index dd064ae6..4ccb08d5 100644
--- a/inbox/queue/shapiro-genai-creative-tool.md
+++ b/inbox/queue/shapiro-genai-creative-tool.md
@@ -7,9 +7,13 @@ date_published: "2024-06-01"
 date_archived: "2025-04-23"
 archived_by: "clay"
 domain: "entertainment"
-status: unprocessed
+status: null-result
 claims_extracted:
   - "GenAI is simultaneously sustaining and disruptive depending on whether users pursue progressive syntheticization or progressive control"
+processed_by: leo
+processed_date: 2026-03-19
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 2 claims, 2 rejected by validator"
 ---
 # GenAl is Foremost a Creative Tool - by Doug Shapiro
 
@@ -354,4 +358,10 @@ I will read the post as usual but first: we had the same idea for the a prompt!
 
 1 reply by Doug Shapiro
 
-11/12
\ No newline at end of file
+11/12
+
+## Key Facts
+- ChatGPT-4o is reportedly trained on 10 trillion words
+- According to Coatue presentation (June 2024), two-thirds of S&P 500 returns and 90% of NASDAQ-100 returns YTD were AI-related
+- Symbolic AI dominated AI research from 1950s-1980s before sub-symbolic approaches became prominent
+- IBM's Deep Blue (1997) used symbolic AI to beat Kasparov; DeepMind's AlphaGo (2015) used hybrid symbolic/sub-symbolic systems