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
Powered by GitBook
On this page
  1. EMBARK UPON
  2. Economic Model

Long-Term Sustainability

PreviousToken Flow DiagramNextOptional Enterprise Layer

Last updated 7 days ago

Hubic’s architecture is designed not just for performance — but for durability. To ensure long-term alignment between compute contributors, RWA stakeholders, and governance participants, the protocol implements automated treasury allocations, incentive reserves, and dynamic pricing mechanisms.

💰 Treasury Allocation

A portion of every inference payment is redirected to the Hubic Treasury smart contract.

Default Allocation:

  • 5% of every inference fee (in HUB or stablecoins)

  • Collected and governed on-chain

Treasury Use Cases:

Category
Description

Developer Grants

Funding for zk-model builders, RWA integration tools, AI agents

Security Bounties

Rewards for discovering vulnerabilities in verifier contracts

Liquidity Provision

Providing depth on DEXs (Uniswap, Balancer) for HUB pairs

DAO Incentives

Bootstrap capital for communities managing tokenized agents

⚙️ Dynamic Pricing Engine (Planned)

Hubic integrates a pricing oracle + policy layer to adapt to market conditions and network demand:

Mechanisms:

Strategy
Behavior

Gas-Aware Inference Pricing

Adjusts inference cost based on L1/L2 congestion

Model Demand Scaling

Heavily used models increase in cost over time

Introductory Discounts

New or low-usage models receive lower base rates

Subscription Tiers

Users can lock HUB for discounted bulk access or RWA model slots

🌍 RWA Relevance:

  • Predictable Yield Flows: Dynamic pricing smooths volatility in revenue forecasts for tokenized models.

  • Treasury-Backed Stability: A portion of protocol income can be routed to collateralize RWAs or maintain floor pricing.

  • Governable Allocations: RWA token holders can vote on how treasury funds impact model ecosystem or agent upgrades.

Sustainability is not a static parameter — it’s a programmable feedback loop between performance, pricing, and economic flow.