Orby Intelligence Hub (Expanded)

The Orby Intelligence Hub is a permissionless, fully on-chain registry that indexes all key components of the protocol:

⦿ zk-compatible models.

⦿ sovereign AI agents.

⦿ inference proofs.

⦿ capital strategies.

Deployed on Ethereum, the Hub functions as the coordination layer for all verifiable AI activity and RWA monetization. It ensures trustless lookups, historical auditability, and contract-level composability.

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📚 Registry Overview

Entity	Metadata Stored
Model	zk hash, verifier address, owner, usage count, royalty config, RWA token ID
Agent	type, stake info, controller, activity state, memory hash
Inference	timestamp, model ref, proof hash, input/output hashes
Strategy	agent ID, actions taken, results, simulation digest, status

Each entry is written to Ethereum storage using smart contracts and Program-Derived Addresses (PDAs) or equivalent resolver mappings, enabling efficient access by dApps and governance modules.

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🔁 Example API Query (Off-Chain Mirror)

While the canonical source of truth is Ethereum, a mirrored API is available for indexing layers:

GET /models/0xabc123

{
  "model_hash": "0xabc123...",
  "verifier": "VerifierContract",
  "inference_count": 128,
  "trust_score": 96.2,
  "zk_format": "Halo2",
  "rwa_token": "0xRWAxTokenAddress",
  "description": "Yield Optimizer v1.3"
}

GET /agents/0xAgent456

{
  "agent_type": "GovernanceBot",
  "model_hash": "0xghi789",
  "executions": 53,
  "stake": "1500 $Orby",
  "audit_log": "ipfs://.../agentLogs"
}

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🌍 RWA Integration:

⦿ RWA Token Binding: Each model or agent can be linked to an ERC-20/NFT representing yield rights.

⦿ Audit-Grade Logs: Inference results and strategy actions are permanently recorded - forming the legal and economic basis for yield claims.

⦿ DAO Dashboard: Third-Party tools can access agent or model performance via standardized schema.

The Intelligence Hub is your source of truth for income-generating AI — whether you're a developer, DAO, enterprise, or RWA fund.