Contributor Analysis & Unified Platform Synthesis Vision #21
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Summary
Comprehensive competitive analysis of 9 TV5 Hackathon submissions, identifying architectural innovations and proposing a unified platform that combines the best
elements from all participants.
What's Included
Key Findings
Proposed Unified Architecture
USER LAYER: CineMatch swipe + EmotiStream mood detection
EDGE LAYER: binto-labs Cloudflare (330 PoPs, <30ms)
AI LAYER: jjohare Four-Brain + bencium 66 agents
DATABASE: ruvnet RuVector (self-learning, 53+ SQL functions)
DATA SOURCES: TMDB + IMDb + Wikidata + JustWatch (94.3% entity resolution)
Why This Matters
No single team built the complete solution, but together all submissions provide the components for a breakthrough entertainment discovery platform. This analysis
maps how they could integrate to create emergent value beyond any individual implementation.
Target Metrics