diff --git a/domains/entertainment/community-owned-ip-invests-in-narrative-infrastructure-as-scaling-mechanism-after-proving-token-mechanics.md b/domains/entertainment/community-owned-ip-invests-in-narrative-infrastructure-as-scaling-mechanism-after-proving-token-mechanics.md
index 01465e8e9..2164c9e40 100644
--- a/domains/entertainment/community-owned-ip-invests-in-narrative-infrastructure-as-scaling-mechanism-after-proving-token-mechanics.md
+++ b/domains/entertainment/community-owned-ip-invests-in-narrative-infrastructure-as-scaling-mechanism-after-proving-token-mechanics.md
@@ -31,3 +31,10 @@ Creator economy expert consensus converges on 'ownable IP with storyworld' as th
 **Source:** AInvest, October 2025
 
 Pudgy Penguins' DreamWorks partnership reveals a specific narrative infrastructure path: borrowing narrative equity from established franchises rather than developing independent narrative depth. After proving community at niche scale (3,100+ Walmart stores, $120M 2026 revenue target), they're seeking mass market validation through institutional franchise partnership. This suggests narrative infrastructure at franchise scale may require institutional partnerships, not just community investment.
+
+
+## Extending Evidence
+
+**Source:** AInvest, October 2025
+
+Pudgy Penguins' DreamWorks partnership reveals a specific narrative infrastructure strategy: borrowing narrative equity from established franchises rather than developing independent narrative depth. After proving community at niche scale (3,100+ Walmart stores, $120M 2026 revenue target), Pudgy Penguins is seeking mass market validation through institutional narrative partnership. This extends the claim by showing narrative infrastructure can be acquired through franchise partnerships, not only built internally.
diff --git a/domains/entertainment/distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection.md b/domains/entertainment/distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection.md
index 9648664d0..5b18f8a56 100644
--- a/domains/entertainment/distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection.md
+++ b/domains/entertainment/distributed-narrative-architecture-enables-ip-scale-without-concentrated-story-through-blank-canvas-fan-projection.md
@@ -23,3 +23,10 @@ Hello Kitty is the second-highest-grossing media franchise globally ($80B+ lifet
 **Source:** Pudgy Penguins-DreamWorks partnership announcement, October 2025
 
 Pudgy Penguins' DreamWorks deal creates tension with the blank canvas model: the partnership places Pudgy Penguin characters into an established narrative universe (Kung Fu Panda) with concentrated story and defined characters (Po, Master Shifu, Grand Master Oogway). This suggests that community-owned IPs pursuing mainstream animation scale may need to borrow concentrated narrative from established franchises rather than relying solely on blank canvas fan projection. The deal is evidence that narrative depth may not be endogenous to community ownership at franchise scale.
+
+
+## Challenging Evidence
+
+**Source:** AInvest/GAM3S.GG, October 2025
+
+Pudgy Penguins entering the Kung Fu Panda universe creates tension with the blank canvas model. If community-owned IP requires borrowing narrative credibility from DreamWorks' established franchise (with concentrated story: Po, Master Shifu, Grand Master Oogway), this challenges whether distributed narrative architecture is sufficient for mainstream scale. The partnership suggests narrative depth may NOT be endogenous to community ownership at franchise scale.
diff --git a/domains/entertainment/hiding-blockchain-infrastructure-beneath-mainstream-presentation-enables-web3-projects-to-access-traditional-distribution-channels.md b/domains/entertainment/hiding-blockchain-infrastructure-beneath-mainstream-presentation-enables-web3-projects-to-access-traditional-distribution-channels.md
index 89daeaf63..b962763b7 100644
--- a/domains/entertainment/hiding-blockchain-infrastructure-beneath-mainstream-presentation-enables-web3-projects-to-access-traditional-distribution-channels.md
+++ b/domains/entertainment/hiding-blockchain-infrastructure-beneath-mainstream-presentation-enables-web3-projects-to-access-traditional-distribution-channels.md
@@ -60,3 +60,10 @@ Pudgy World launched as free-to-play browser game with no crypto wallet required
 **Source:** AInvest/GAM3S.GG/Phemex, October 2025
 
 Pudgy Penguins partnered with DreamWorks Animation (October 2025) to bring Pudgy Penguin characters into the Kung Fu Panda universe. This represents a web3 IP accessing mainstream animation distribution through an established franchise partner. The deal is framed as 'bridging NFTs and mainstream animation audiences' — using DreamWorks' institutional credibility to normalize Pudgy Penguins in mainstream context.
+
+
+## Supporting Evidence
+
+**Source:** AInvest/GAM3S.GG/Phemex, October 2025 announcement
+
+Pudgy Penguins partnered with DreamWorks Animation (October 2025) to bring Pudgy Penguin characters into the Kung Fu Panda universe. The deal is framed as 'bridging NFTs and mainstream animation audiences' — using established franchise credibility to normalize Pudgy Penguins in mainstream animation context. This confirms the mechanism: web3 IP accesses traditional distribution by partnering with established entertainment franchises rather than leading with blockchain technology.