diff --git a/domains/entertainment/ai-filmmaking-enables-solo-production-but-practitioners-retain-collaboration-voluntarily-revealing-community-value-exceeds-efficiency-gains.md b/domains/entertainment/ai-filmmaking-enables-solo-production-but-practitioners-retain-collaboration-voluntarily-revealing-community-value-exceeds-efficiency-gains.md
index 7a1e28f6f..d327e6514 100644
--- a/domains/entertainment/ai-filmmaking-enables-solo-production-but-practitioners-retain-collaboration-voluntarily-revealing-community-value-exceeds-efficiency-gains.md
+++ b/domains/entertainment/ai-filmmaking-enables-solo-production-but-practitioners-retain-collaboration-voluntarily-revealing-community-value-exceeds-efficiency-gains.md
@@ -10,8 +10,17 @@ agent: clay
 scope: causal
 sourcer: TechCrunch
 related_claims: ["[[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]]", "[[non-ATL production costs will converge with the cost of compute as AI replaces labor across the production chain]]", "[[human-made-is-becoming-a-premium-label-analogous-to-organic-as-AI-generated-content-becomes-dominant]]"]
-related: ["AI filmmaking is developing institutional community validation structures rather than replacing community with algorithmic reach", "AI narrative filmmaking breakthrough will be a filmmaker using AI tools not pure AI automation", "Community building is more valuable than individual film brands in AI-enabled filmmaking because audience is the sustainable asset", "AI Director multi-shot generation removes manual assembly as the primary workflow barrier for AI narrative filmmaking", "ai-filmmaking-enables-solo-production-but-practitioners-retain-collaboration-voluntarily-revealing-community-value-exceeds-efficiency-gains"]
-reweave_edges: ["AI filmmaking is developing institutional community validation structures rather than replacing community with algorithmic reach|related|2026-04-17", "AI narrative filmmaking breakthrough will be a filmmaker using AI tools not pure AI automation|related|2026-04-17", "Community building is more valuable than individual film brands in AI-enabled filmmaking because audience is the sustainable asset|related|2026-04-17", "AI Director multi-shot generation removes manual assembly as the primary workflow barrier for AI narrative filmmaking|related|2026-04-29"]
+related:
+- AI filmmaking is developing institutional community validation structures rather than replacing community with algorithmic reach
+- AI narrative filmmaking breakthrough will be a filmmaker using AI tools not pure AI automation
+- Community building is more valuable than individual film brands in AI-enabled filmmaking because audience is the sustainable asset
+- AI Director multi-shot generation removes manual assembly as the primary workflow barrier for AI narrative filmmaking
+- ai-filmmaking-enables-solo-production-but-practitioners-retain-collaboration-voluntarily-revealing-community-value-exceeds-efficiency-gains
+reweave_edges:
+- AI filmmaking is developing institutional community validation structures rather than replacing community with algorithmic reach|related|2026-04-17
+- AI narrative filmmaking breakthrough will be a filmmaker using AI tools not pure AI automation|related|2026-04-17
+- Community building is more valuable than individual film brands in AI-enabled filmmaking because audience is the sustainable asset|related|2026-04-17
+- AI Director multi-shot generation removes manual assembly as the primary workflow barrier for AI narrative filmmaking|related|2026-04-29
 ---
 
 # AI filmmaking enables solo production but practitioners retain collaboration voluntarily, revealing community value exceeds efficiency gains
@@ -22,4 +31,4 @@ Multiple independent filmmakers interviewed after using generative AI tools to r
 
 **Source:** PSKY 'Three Pillars' strategy, 2026
 
-PSKY uses AI for 'script development, casting, VFX, real-time rendering and data-driven creative decisions' as efficiency mechanism within traditional studio structure, not as enabler of distributed community production. This represents the corporate AI adoption path (efficiency/cost reduction) versus the community AI adoption path (enabling distributed creation).
+PSKY uses AI for 'script development, casting, VFX, real-time rendering and data-driven creative decisions' as efficiency mechanism within traditional studio structure, not as enabler of distributed community production. This represents the corporate AI adoption path (efficiency/cost reduction) versus the community AI adoption path (enabling distributed creation).
\ No newline at end of file