Hubic.ai
  • Hubic AI
  • EMBARK UPON
    • 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
      • Security & Reputation Systems
      • 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
      • Key Takeaways
    • 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
    • Tokenomics
    • Roadmap
  • Links
    • Website
    • Twitter
    • Telegram
    • GitHub
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  1. EMBARK UPON

Economic Model

PreviousVisual System MapNextHUB Token Utility

Last updated 6 days ago

Hubic implements a tokenized economic layer that governs all verifiable AI activity — from model registration and proof generation to execution rewards and RWA-based revenue distribution. Powered by the HUB token, this system aligns economic incentives with trust, performance, and decentralized ownership.

Everything is on-chain, transparent, and enforced by zk-proofs.

🧩 HUB Token Utility:

Use Case
Description

Inference Payments

Users pay for zk-verified inference jobs using HUB or stablecoins

Staking for Access

Executors and validators stake HUB to participate in job routing

Reward Distribution

All successful participants earn HUB based on performance

Governance Rights

HUB holders vote on models, fees, upgrades, and agent behavior

Premium Access / Subscriptions

Lock HUB for bulk inference, priority access, or enterprise SLAs

🎯 Dual Role: Fee + Reputation

The HUB token acts both as:

  • Gas layer for verifiable computation (execution, proof, scoring)

  • Reputation score — long-term stakers gain higher access priority, governance influence, and better task routing

🌍 RWA Integration:

  • RWA Collateralization: HUB can be staked to back RWA-tokenized models or agents, securing yield streams or acting as underwriting.

  • Royalty Distribution: HUB is used to distribute or claim revenue generated by tokenized AI models.

  • Proof-Based Earnings: All payouts are triggered only upon zk-verified usage — ensuring HUB is spent/earned based on provable computation.

HUB isn’t just fuel — it’s the governance, credibility, and cashflow backbone of verifiable AI on Ethereum.

💰 Example:

A DAO uses a governance bot agent to automate treasury decisions. Each task costs 2 HUB. zk-proofs confirm execution. Revenue is distributed:

  • 60% to the agent’s model owner (RWA-tokenized)

  • 20% to the executor

  • 20% to the validator