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
  2. Program Flow Overview

Key Takeaways

PreviousOptional ExtensionsNextReal-World Use Case Example

Last updated 6 days ago

Hubic transforms AI inference from a black-box process into a fully verifiable, composable, and monetizable layer of on-chain logic.

Built for Ethereum and engineered for scale, it enables:

  • Zero-trust execution pipelines using zero-knowledge proofs.

  • On-chain economic enforcement for inference, scoring, and royalties.

  • Native support for tokenized AI assets — making AI models and agents RWA-compatible.

🔐 Security

  • zk-proofs validate every output — no trust required in executors or validators.

  • Slashing logic + audit trails ensure correctness and accountability.

⚙️ Automation

  • zk-verified agents execute DAO votes, DeFi logic, or RWA flows autonomously.

  • On-chain contracts react to proof-verified model outputs in real time.

💰 Monetization

  • Inference = Revenue.

  • Every verified job routes income to model owners, executors, and verifiers.

  • RWA tokens enable shared ownership over AI model yield streams.

📊 Transparency

  • All inference jobs, payments, and reputation metrics are recorded immutably on Ethereum.

  • Fully auditable by DAOs, funds, users, or regulators.

Hubic redefines what it means to trust AI — not by authority, but by cryptography. In this new paradigm, every model, every task, and every payout is proven, enforceable, and financialized.