Visual System Map

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.


β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚      External Users    β”‚
β”‚   (DAOs, dApps, DeFi)  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
             β”‚  (task + input + payment)
             β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚          Validators        β”‚
β”‚   β€’ Route inference jobs   β”‚
β”‚ β€’ Assign registered models β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
             β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚    Inference Nodes     β”‚
β”‚ β€’ Run zk-model locally β”‚
β”‚ β€’ Generate zk-Proof    β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
             β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  Ethereum Verifier Contractβ”‚
β”‚ β€’ Validate proof + hashes  β”‚
β”‚ β€’ Log inference + output   β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
             β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   zkRegistry + LSE     β”‚
β”‚ β€’ Link result to model β”‚
β”‚ β€’ Trigger agent logic  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
             β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚    AI Agents & RWA     β”‚
β”‚ β€’ Execute DeFi logic   β”‚
β”‚ β€’ Distribute rewards   β”‚
β”‚ β€’ Update RWA metrics   β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸ” Key Elements:

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

β¦Ώ Verifier Contract (Ethereum): Guarantees proof correctness β€” mandatory before any payout or on-chain effect.

β¦Ώ LSE & Agents: React to verified outputs and execute capital strategies.

β¦Ώ 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 β€” enabling models and agents to be treated as financial assets with:

β¦Ώ Deterministic value accrual.

β¦Ώ Transparent usage metrics.

β¦Ώ DAO-governed fee structures.

β¦Ώ Legally auditable execution logs.

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

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