entity-batch: update 1 entities

- Applied 1 entity operations from queue
- Files: entities/entertainment/dropout.md

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>

domains/entertainment/fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership.md

@@ -53,12 +53,6 @@ The engagement ladder has an unmodeled implication: as fans climb toward co-crea
 
 The engagement ladder has an unmodeled implication: as fans climb from consumption to co-creation (becoming writers), they develop stronger AI resistance, not weaker. Writers showed 83.58% representation among AI opponents despite being only 57% of sample, and veteran writers (10+ years) showed strongest resistance. This suggests the co-creation tier of the engagement ladder creates identity investment that makes participants defend their creative role against AI replacement, which has design implications for community IP strategies.
 
-
-### Additional Evidence (extend)
-*Source: [[2026-03-02-transformativeworks-ao3-statistics-2025-update]] | Added: 2026-03-19*
-
-AO3 represents the co-creation rung at extreme scale without the ownership component. 17M+ works across 77K+ fandoms with 10M registered users demonstrates that co-creation engagement can reach massive scale purely through community cohesion and shared infrastructure, independent of financial ownership stakes. This provides a boundary condition: ownership may accelerate growth but is not required for sustained co-creation at scale.
-
 ---
 
 Relevant Notes:

domains/entertainment/the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership.md

@@ -308,12 +308,6 @@ Dropout's behavior confirms the loss-leader prediction: they maintain identical
 
 AO3 reached 17M+ works and 879M weekly page views (125M daily) with zero editorial curation, using only folksonomy tagging and community self-selection (kudos, bookmarks, comments as social signals). The platform grew 22% year-over-year in 2025 despite being 17 years old, demonstrating that community filtering scales without quality gatekeeping. AO3's 'Don't Like, Don't Read' policy with tag-based discoverability proves community-filtered content can achieve massive scale.
 
-
-### Additional Evidence (confirm)
-*Source: [[2026-03-02-transformativeworks-ao3-statistics-2025-update]] | Added: 2026-03-19*
-
-AO3 demonstrates community-filtered IP at massive scale (17M+ works, 879M weekly page views) with zero editorial curation. The platform uses folksonomy tagging and social signals (kudos, bookmarks, comments) for discoverability instead of quality gates. 22% year-over-year traffic growth in 2025 shows community filtering scales without degrading as the archive grows. The 'Don't Like, Don't Read' policy proves that parallel narratives can coexist when community self-selection replaces editorial authority.
-
 ---
 
 Relevant Notes:

entities/entertainment/dropout.md

@@ -26,6 +26,7 @@ Creator-owned streaming platform focused on comedy content. Reached 1M+ subscrib
 - **2025-10-01** — Crossed 1 million subscribers (31% YoY growth). Launched $129.99/year superfan tier in response to fan requests to support platform at higher price point.
 - **2025-10-01** — Crossed 1 million subscribers (31% YoY growth). Launched $129.99/year superfan tier in response to fan requests for higher-priced support option. Dimension 20 MSG live show sold out (January 2025). Brennan Lee Mulligan signed 3-year deal while simultaneously participating in Critical Role Campaign 4.
 - **2025-10-01** — Crossed 1 million subscribers with 31% YoY growth; launched $129.99/year superfan tier in response to fan requests to support platform
+- **2025-10-01** — Crossed 1 million subscribers (31% YoY growth); launched $129.99/year superfan tier originated by fan request
 ## Relationship to KB
 
 - [[creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers]]

inbox/queue/2026-03-02-transformativeworks-ao3-statistics-2025-update.md

@@ -7,17 +7,13 @@ date: 2026-03-02
 domain: entertainment
 secondary_domains: []
 format: article
-status: enrichment
+status: unprocessed
 priority: medium
 tags: [ao3, fanfiction, community-governance, collaborative-fiction, scale, statistics]
 processed_by: clay
 processed_date: 2026-03-18
 enrichments_applied: ["the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership.md", "fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership.md"]
 extraction_model: "anthropic/claude-sonnet-4.5"
-processed_by: clay
-processed_date: 2026-03-19
-enrichments_applied: ["the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership.md", "fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership.md"]
-extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content
@@ -73,15 +69,3 @@ EXTRACTION HINT: Focus on the no-curation model + scale as evidence for the gove
 - AO3 experienced a July 2025 database outage requiring bookmark migration
 - AO3 has approximately 700+ volunteers serving as tag wranglers, support staff, and coders
 - AO3 was founded in 2008 by the Organization for Transformative Works
-
-
-## Key Facts
-- AO3 had 17,020,000+ fanworks as of March 2, 2026
-- AO3 spans 77,100+ fandoms
-- AO3 reached 10 million registered users in January 2026
-- AO3 recorded 879 million page views in the first week of 2026 (~125 million daily)
-- AO3 recorded 5 million comments in December 2025, a first-time milestone
-- November 2025 generated 146.6 million MORE weekly page views than November 2024 (22% growth)
-- AO3 traffic peaks on Sundays (UTC) and dips Thursday-Friday
-- AO3 has approximately 700+ volunteers
-- AO3 was founded in 2008 by the Organization for Transformative Works