diff --git a/inbox/queue/.extraction-debug/shapiro-how-far-will-ai-video-go.json b/inbox/queue/.extraction-debug/shapiro-how-far-will-ai-video-go.json
new file mode 100644
index 00000000..eb04b37f
--- /dev/null
+++ b/inbox/queue/.extraction-debug/shapiro-how-far-will-ai-video-go.json
@@ -0,0 +1,35 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "genai-adoption-in-entertainment-gated-by-consumer-acceptance-not-technology.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "genai-is-simultaneously-sustaining-and-disruptive-depending-on-progressive-syntheticization-vs-progressive-control.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 5,
+    "rejected": 2,
+    "fixes_applied": [
+      "genai-adoption-in-entertainment-gated-by-consumer-acceptance-not-technology.md:set_created:2026-03-19",
+      "genai-adoption-in-entertainment-gated-by-consumer-acceptance-not-technology.md:stripped_wiki_link:two-phase-disruption-where-distribution-moats-fall-first-and",
+      "genai-is-simultaneously-sustaining-and-disruptive-depending-on-progressive-syntheticization-vs-progressive-control.md:set_created:2026-03-19",
+      "genai-is-simultaneously-sustaining-and-disruptive-depending-on-progressive-syntheticization-vs-progressive-control.md:stripped_wiki_link:good-management-causes-disruption-because-rational-resource-",
+      "genai-is-simultaneously-sustaining-and-disruptive-depending-on-progressive-syntheticization-vs-progressive-control.md:stripped_wiki_link:disruptors-redefine-quality-rather-than-competing-on-the-inc"
+    ],
+    "rejections": [
+      "genai-adoption-in-entertainment-gated-by-consumer-acceptance-not-technology.md:missing_attribution_extractor",
+      "genai-is-simultaneously-sustaining-and-disruptive-depending-on-progressive-syntheticization-vs-progressive-control.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-how-far-will-ai-video-go.md b/inbox/queue/shapiro-how-far-will-ai-video-go.md
index 7ceee540..d3b50ca0 100644
--- a/inbox/queue/shapiro-how-far-will-ai-video-go.md
+++ b/inbox/queue/shapiro-how-far-will-ai-video-go.md
@@ -7,10 +7,14 @@ date_published: "2025-02-01"
 date_archived: "2025-04-23"
 archived_by: "clay"
 domain: "entertainment"
-status: unprocessed
+status: null-result
 claims_extracted:
   - "GenAI adoption in entertainment will be gated by consumer acceptance not technology capability"
   - "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"
 ---
 # How Far Will Al Video Go? - by Doug Shapiro - The Mediator
 
@@ -851,3 +855,16 @@ The image is a thumbnail for a post titled "The Relentless, Inevitable March of
 72 10
 
 # 20/21
+
+
+## Key Facts
+- Will Smith eating spaghetti AI video was created with Stable Diffusion in April 2023
+- Veo2 claims to enable up to 4K resolution and clips as long as 1 minute
+- HarrisX/Variety survey (May 2024, N=1,001 U.S. Adults) found 54% of consumers indifferent or more interested in GenAI-written content
+- YouTube's share of TV viewing was 11% at time of writing, projected to surpass 20% by 2030 in one scenario
+- Average streaming services per home was 4 at time of writing
+- Hollywood produced approximately 15,000 hours of film and TV in 2024
+- YouTube had approximately 300,000,000 hours of creator content uploaded in 2024
+- Hailuo introduced T2V-01-Director Model with sophisticated camera controls
+- Runway offers Lip Sync tool for audio-visual synchronization
+- Live Portrait is an open-source tool for syncing facial movements between videos