Hubic.ai
  • Hubic AI
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    • Introduction
      • Proof-of-Inference (PoI)
      • Proof-of-Weights (PoWg)
      • Why Hubic?
      • Main Actors and Their Roles
      • Architecture Overview
      • Use Case Examples
      • Hubic AI Hub – Model Registry
      • RWA Integration
    • Registry & System Architecture
      • Sovereign AI Agents (On-chain AI Logic Executors)
      • Liquid Strategy Engine (LSE)
      • Proof-of-Weights (PoW2)
      • Governance System
      • Hubic Intelligence Hub (Expanded)
      • Visual System Map
    • Economic Model
      • HUB Token Utility
      • Economic Actors & Reward Mechanics
      • Token Flow Diagram
      • Long-Term Sustainability
      • Optional Enterprise Layer
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      • Summary Table
      • Future Expansion Points
      • Final Notes
    • Program Flow Overview
      • Model Registration (One-Time)
      • Inference Request (User Job)
      • Execution Phase (Off-Chain)
      • Verification Phase
      • Rewards & Settlement
      • Optional Extensions
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    • Real-World Use Case Example
      • Introduction
      • Problem Statement
      • System Actors
      • End-to-End Flow: DAO Delegation Automation
      • Benefits to DAO Operations
      • Extensions & Advanced Use
  • Hubic Economic Engine
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Visual System Map

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Last updated 7 days ago

This high-level diagram illustrates the architecture and information flow across the Hubic protocol, from inference input to on-chain validation and RWA-linked monetization.


┌────────────────────────┐
│      External Users    │
│   (DAOs, dApps, DeFi)  │
└────────────┬───────────┘
             │  (task + input + payment)
             ▼
┌────────────────────────────┐
│          Validators        │
│   • Route inference jobs   │
│ • Assign registered models │
└────────────┬───────────────┘
             ▼
┌────────────────────────┐
│    Inference Nodes     │
│ • Run zk-model locally │
│ • Generate zk-Proof    │
└────────────┬───────────┘
             ▼
┌────────────────────────────┐
│  Ethereum Verifier Contract│
│ • Validate proof + hashes  │
│ • Log inference + output   │
└────────────┬───────────────┘
             ▼
┌────────────────────────┐
│   zkRegistry + LSE     │
│ • Link result to model │
│ • Trigger agent logic  │
└────────────┬───────────┘
             ▼
┌────────────────────────┐
│    AI Agents & RWA     │
│ • Execute DeFi logic   │
│ • Distribute rewards   │
│ • Update RWA metrics   │
└────────────────────────┘

🔍 Key Elements:

⦿ zkRegistry: Ensures the model used is valid, registered and RWA-bound if applicable.

⦿ Verifier Contract (Ethereum): Guarantees proof correctness — mandatory before any payout or on-chain effect.

⦿ LSE & Agents: React to verified outputs and execute capital strategies.

⦿ RWA Smart Contracts: Receive execution reports and distribute revenue to token holders based on zk-backed performance.


🌍 RWA View:

This system ensures that every inference, score or execution becomes a traceable, monetizable and enforceable event — enabling models and agents to be treated as financial assets with:

⦿ Deterministic value accrual.

⦿ Transparent usage metrics.

⦿ DAO-governed fee structures.

⦿ Legally auditable execution logs.

Hubic is the execution engine. zkML is the logic. Ethereum is the court. RWA is the outcome.