entity-batch: update 3 entities

- Applied 3 entity operations from queue
- Files: entities/entertainment/dropout.md, entities/internet-finance/fairscale.md, entities/internet-finance/pine-analytics.md

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

entities/entertainment/dropout.md

@@ -25,6 +25,7 @@ Creator-owned streaming platform focused on comedy content. Reached 1M+ subscrib
 - **2025-10-01** — Crossed 1M paid subscribers (31% YoY growth); launched $129.99/year superfan tier at fan demand; Game Changer S7 premiere reached 1M views in 2 weeks (most-watched episode ever); ARR north of $30M with 40-45% EBITDA margins
 - **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
 ## Relationship to KB
 
 - [[creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers]]

entities/internet-finance/fairscale.md

@@ -0,0 +1,44 @@
+---
+type: entity
+entity_type: company
+name: FairScale
+domain: internet-finance
+status: defunct
+founded: 2026-01
+---
+
+# FairScale
+
+**Type:** Solana reputation infrastructure project  
+**Status:** Defunct (liquidated February 2026)  
+**Governance:** Futarchy via MetaDAO Combinator Trade  
+
+## Overview
+
+FairScale was a Solana-based reputation infrastructure project that raised ~$355,600 from 219 contributors via Star.fun in January 2026. The project immediately placed its $FAIR token under futarchy governance via Combinator Trade. It collapsed within weeks amid revenue misrepresentation allegations, becoming a key case study in early-stage futarchy failure modes.
+
+## Timeline
+
+- **2026-01-23** — Raised ~$355,600 from 219 contributors via Star.fun; team accepted $300,000
+- **2026-01-23** — Token launched at 640K FDV under futarchy governance
+- **2026-01-26** — Token fell to 220K within three days
+- **2026-02-13** — Token reached 140K low (concurrent with SOL falling from $127 to $88)
+- **2026-02** — Community verification revealed revenue misrepresentation: TigerPay claimed ~17K euros/month but no payment arrangement existed; Streamflow detailed pricing breakdown called "internal error" by team
+- **2026-02** — Liquidation proposal submitted by major token holder based on revenue misrepresentation allegations
+- **2026-02** — Liquidation proposal passed by narrow margin; 100% treasury liquidation authorized
+- **2026-02** — Liquidation proposer earned ~300% return
+
+## Revenue Misrepresentation Details
+
+- **TigerPay:** Claimed ~17K euros/month → community verification found no payment arrangement
+- **Streamflow:** Detailed pricing breakdown provided ($1K baseline, $0.10/wallet) → team called it "internal error"
+- All named partners confirmed integrations but denied payment structures
+- Projected $10K MRR by February and $20K by March — neither materialized
+
+## Significance
+
+FairScale became the primary case study for analyzing futarchy manipulation resistance failure at small scale. Pine Analytics identified the "implicit put option problem" where below-NAV tokens attract external liquidation capital more reliably than corrective buying from informed defenders. The case demonstrates that futarchy's manipulation resistance requires scope qualifiers about liquidity and verifiability of decision inputs.
+
+## Sources
+
+- Pine Analytics, "The FairScale Saga: A Case Study in Early-Stage Futarchy" (2026-02-26)

entities/internet-finance/pine-analytics.md

@@ -0,0 +1,42 @@
+---
+type: entity
+entity_type: organization
+name: Pine Analytics
+domain: internet-finance
+status: active
+---
+
+# Pine Analytics
+
+**Type:** Independent research organization  
+**Focus:** MetaDAO ecosystem analysis and futarchy mechanism design  
+**Status:** Active  
+
+## Overview
+
+Pine Analytics (@PineAnalytics) is the most credible independent research source covering the MetaDAO ecosystem. They produce detailed case studies and mechanism design analysis of futarchy governance implementations.
+
+## Timeline
+
+- **2025-Q4** — Published MetaDAO quarterly analysis
+- **2026-02-26** — Published "The FairScale Saga: A Case Study in Early-Stage Futarchy"
+
+## Key Research
+
+### FairScale Case Study (2026-02-26)
+
+Identified three critical futarchy failure modes in early-stage implementations:
+
+1. **Implicit put option problem:** Below-NAV tokens attract external liquidation capital more reliably than corrective buying from informed defenders
+2. **Time-lock paradox:** Mechanisms that protect legitimate projects during volatility equally shield fraudulent teams
+3. **Off-chain verification gap:** Trustless property breaks when business fundamentals (like revenue claims) are not on-chain verifiable
+
+Concluded that "futarchy functions well as a price discovery mechanism but poorly as governance infrastructure for early-stage businesses" and that all proposed solutions "require off-chain trust assumptions, moving toward traditional legal structures rather than pure mechanical governance."
+
+## Significance
+
+Pine Analytics provides serious mechanism design analysis rather than criticism for its own sake. Their work is critical for scoping futarchy's manipulation resistance claims and understanding the boundary conditions where the mechanism succeeds versus fails.
+
+## Sources
+
+- Pine Analytics Substack: https://pineanalytics.substack.com/