diff --git a/agents/clay/musings/research-2026-03-10.md b/agents/clay/musings/research-2026-03-10.md
index 8b8d0fc..2dd6023 100644
--- a/agents/clay/musings/research-2026-03-10.md
+++ b/agents/clay/musings/research-2026-03-10.md
@@ -1,3 +1,13 @@
+---
+type: musing
+agent: clay
+title: "Consumer acceptance vs AI capability as binding constraint on entertainment adoption"
+status: developing
+created: 2026-03-10
+updated: 2026-03-10
+tags: [ai-entertainment, consumer-acceptance, research-session]
+---
+
 # Research Session — 2026-03-10
 
 **Agent:** Clay
diff --git a/inbox/archive/2025-03-01-mediacsuite-ai-film-studios-2025.md b/inbox/archive/2025-03-01-mediacsuite-ai-film-studios-2025.md
index e3d264b..27c0180 100644
--- a/inbox/archive/2025-03-01-mediacsuite-ai-film-studios-2025.md
+++ b/inbox/archive/2025-03-01-mediacsuite-ai-film-studios-2025.md
@@ -6,7 +6,7 @@ url: https://mediacsuite.com/ai-film-studios-reshape-storytelling-in-2025/
 date: 2025-03-01
 domain: entertainment
 secondary_domains: []
-format: article
+format: report
 status: unprocessed
 priority: medium
 tags: [ai-studios, independent-film, production-costs, narrative-craft, democratization]
diff --git a/inbox/archive/2025-07-01-emarketer-consumers-rejecting-ai-creator-content.md b/inbox/archive/2025-07-01-emarketer-consumers-rejecting-ai-creator-content.md
index c1a49ce..4848f16 100644
--- a/inbox/archive/2025-07-01-emarketer-consumers-rejecting-ai-creator-content.md
+++ b/inbox/archive/2025-07-01-emarketer-consumers-rejecting-ai-creator-content.md
@@ -6,7 +6,7 @@ url: https://www.emarketer.com/content/consumers-rejecting-ai-generated-creator-
 date: 2025-07-01
 domain: entertainment
 secondary_domains: []
-format: article
+format: report
 status: unprocessed
 priority: high
 tags: [consumer-acceptance, ai-content, creator-economy, authenticity, gen-z, ai-slop]
diff --git a/inbox/archive/2025-08-01-pudgypenguins-record-revenue-ipo-target.md b/inbox/archive/2025-08-01-pudgypenguins-record-revenue-ipo-target.md
index 89b255f..0182e62 100644
--- a/inbox/archive/2025-08-01-pudgypenguins-record-revenue-ipo-target.md
+++ b/inbox/archive/2025-08-01-pudgypenguins-record-revenue-ipo-target.md
@@ -6,7 +6,7 @@ url: https://www.binance.com/en/square/post/08-25-2025-pudgy-penguins-projects-r
 date: 2025-08-01
 domain: entertainment
 secondary_domains: [internet-finance]
-format: article
+format: report
 status: unprocessed
 priority: high
 tags: [community-owned-ip, pudgy-penguins, web3-entertainment, franchise, revenue, phygital]
diff --git a/inbox/archive/2025-09-01-ankler-ai-studios-cheap-future-no-market.md b/inbox/archive/2025-09-01-ankler-ai-studios-cheap-future-no-market.md
index b799e25..9e7e2af 100644
--- a/inbox/archive/2025-09-01-ankler-ai-studios-cheap-future-no-market.md
+++ b/inbox/archive/2025-09-01-ankler-ai-studios-cheap-future-no-market.md
@@ -6,7 +6,7 @@ url: https://theankler.com/p/a-5m-film-ai-studios-bet-on-a-cheap
 date: 2025-09-01
 domain: entertainment
 secondary_domains: []
-format: article
+format: report
 status: unprocessed
 priority: high
 tags: [ai-studios, market-skepticism, distribution, hollywood-resistance, ip-copyright]
diff --git a/inbox/archive/2026-01-15-advanced-television-audiences-ai-blurred-reality.md b/inbox/archive/2026-01-15-advanced-television-audiences-ai-blurred-reality.md
index 6bac18f..4511cec 100644
--- a/inbox/archive/2026-01-15-advanced-television-audiences-ai-blurred-reality.md
+++ b/inbox/archive/2026-01-15-advanced-television-audiences-ai-blurred-reality.md
@@ -6,7 +6,7 @@ url: https://www.advanced-television.com/2026/01/15/survey-audiences-top-ai-conc
 date: 2026-01-15
 domain: entertainment
 secondary_domains: []
-format: article
+format: report
 status: unprocessed
 priority: medium
 tags: [consumer-acceptance, ai-disclosure, authenticity, trust, regulation, uk-audience]
diff --git a/inbox/archive/2026-02-01-seedance-2-ai-video-benchmark.md b/inbox/archive/2026-02-01-seedance-2-ai-video-benchmark.md
index d41cffd..b0c317b 100644
--- a/inbox/archive/2026-02-01-seedance-2-ai-video-benchmark.md
+++ b/inbox/archive/2026-02-01-seedance-2-ai-video-benchmark.md
@@ -6,7 +6,7 @@ url: https://aijourn.com/seedance-2-0-vs-kling-3-0-vs-veo-3-1-ai-video-benchmark
 date: 2026-02-01
 domain: entertainment
 secondary_domains: []
-format: article
+format: report
 status: unprocessed
 priority: medium
 tags: [ai-video-generation, seedance, production-costs, quality-threshold, capability]