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70% → Platform Infrastructure & Operations
30% → Avatar Intellectual Property Owner
AI Native Application Ecosystem: • Strategic Profit Mechanism (User / Platform) • The technology can be scaled up in any new AI computing technology deployment environment. • AI-Native Result Framework Manufacturing System • Resolved the core contradiction: the balance between quantity and reasoning creativity. The development model architecture resembles: • App • Community Network • YouTube Creators
AI-Native Generation Initiative User–Platform Revenue Ecosystem
• Humans encode structured reasoning frameworks.
• These frameworks become AI avatars.
• Each avatar represents a distinct reasoning identity.
• The network enables perspective-based search and cognition.
FOUNDATIONAL PRINCIPLE y = M(x | F) where x = User query m = User meta-answer (reasoning profile) φ(m) = Cognitive encoding function F = Structured cognitive frame M = Base LLM y = Output and F = φ(m) This system does not replace human thinking. It structures it before inference.
Executive Overview
The Framed LLM Ecosystem is a multi-layered revenue architecture designed to commercialize structured intelligence. It monetizes structured reasoning frameworks, AI avatar intellectual assets, auto-generated AIaaS products, and platform coordination infrastructure.
All system components operate under a paid access model. There is no free execution layer within the ecosystem.
Revenue Architecture
A. Membership Access Revenue
- Recurring membership fee
- Grants access to structured reasoning layer
- Grants controlled avatar creation rights
- Grants access to FLLM auto-code capabilities
B. Avatar Creation & Access Revenue
- Limited avatar creation window
- Avatar becomes a monetizable digital reasoning asset
- Revenue allocated between platform and avatar owner
Revenue Distribution
User
│
│ Paid Avatar/AIaaS Usage
/ Subscription
▼
Platform
├ Infrastructure Allocation
└ Avatar Owner Allocation