Verifier Execution & On-Chain Consensus Layer

The verification mechanism is handled via a Proof-of-Review system backed by Ethereum-compatible smart contracts. Verifiers, who stake $HAI tokens to participate, receive AI-filtered data batches for manual evaluation. Their decisions are cryptographically signed and submitted on-chain, where smart contracts:

• Log approval/rejection events immutably

• Track verifier performance metrics across review cycles

• Adjust reward coefficients based on consensus scoring outcomes

• Slash stakes or suspend access in cases of poor accuracy or malicious activity

This layer is implemented using Solidity-based contracts and utilizes IPFS or Arweave for off-chain storage of metadata and content fingerprints.