From eb98351b2ea06ee24d29076beea15fd4c3be6bc3 Mon Sep 17 00:00:00 2001
From: Teleo Agents <agents@livingip.xyz>
Date: Thu, 19 Mar 2026 16:36:44 +0000
Subject: [PATCH] extract: shapiro-ai-use-cases-hollywood

Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
---
 .../shapiro-ai-use-cases-hollywood.json       | 35 +++++++++++++++++++
 inbox/queue/shapiro-ai-use-cases-hollywood.md | 21 ++++++++++-
 2 files changed, 55 insertions(+), 1 deletion(-)
 create mode 100644 inbox/queue/.extraction-debug/shapiro-ai-use-cases-hollywood.json

diff --git a/inbox/queue/.extraction-debug/shapiro-ai-use-cases-hollywood.json b/inbox/queue/.extraction-debug/shapiro-ai-use-cases-hollywood.json
new file mode 100644
index 00000000..72a0d128
--- /dev/null
+++ b/inbox/queue/.extraction-debug/shapiro-ai-use-cases-hollywood.json
@@ -0,0 +1,35 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "genai-adoption-in-entertainment-gated-by-consumer-acceptance-not-technology.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "non-atl-production-costs-converge-with-compute-costs-as-ai-replaces-labor.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:AI-labor-displacement-follows-knowledge-embodiment-lag-phase",
+      "non-atl-production-costs-converge-with-compute-costs-as-ai-replaces-labor.md:set_created:2026-03-19",
+      "non-atl-production-costs-converge-with-compute-costs-as-ai-replaces-labor.md:stripped_wiki_link:AI-labor-displacement-follows-knowledge-embodiment-lag-phase",
+      "non-atl-production-costs-converge-with-compute-costs-as-ai-replaces-labor.md:stripped_wiki_link:two-phase-disruption-where-distribution-moats-fall-first-and"
+    ],
+    "rejections": [
+      "genai-adoption-in-entertainment-gated-by-consumer-acceptance-not-technology.md:missing_attribution_extractor",
+      "non-atl-production-costs-converge-with-compute-costs-as-ai-replaces-labor.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-ai-use-cases-hollywood.md b/inbox/queue/shapiro-ai-use-cases-hollywood.md
index d0c51e48..9f378618 100644
--- a/inbox/queue/shapiro-ai-use-cases-hollywood.md
+++ b/inbox/queue/shapiro-ai-use-cases-hollywood.md
@@ -7,10 +7,14 @@ date_published: "2023-09-01"
 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"
   - "non-ATL production costs will converge with the cost of compute as AI replaces labor across the production chain"
+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"
 ---
 # 4/23/25, 6:56 PM Al Use Cases in Hollywood - by Doug Shapiro - The Mediator
 
@@ -548,3 +552,18 @@ Share
 Next →
 
 20/22
+
+
+## Key Facts
+- Median blockbuster film budget is approximately $200 million (2023)
+- Avatar 2: The Way of Water production costs exceeded $400 million
+- Barbie production budget was $145 million
+- Game of Thrones final season cost $15 million per episode
+- Lord of Rings series cost over $25 million per episode
+- Avengers: Infinity War involved approximately 4,500 people
+- Avatar: Way of Water had 98% of shots requiring VFX
+- Average VFX spend on big-budget films is ~$50 million, reaching $100 million for effects-heavy films
+- Film production budgets typically break down as: 15-20% above-the-line, 50% below-the-line, 25-30% post-production, remainder other
+- Approximately 2/3 of film production costs are labor
+- Runway Gen-2 increased video generation length from 4 seconds to 18 seconds
+- Disney used GenAI to create the title sequence for Secret Invasion