# Intelligent Security Protocol Layer (AI + Blockchain Fusion Core)

Vision: AI is not just running, but also needs to be controlled, trustworthy, and explain able. TGC pioneered the smart security protocol layer, which directly writes "human\
value + compliance logic" into the on-chain smart contract to ensure that AI behavior\
operates under verifiable rules.

By encapsulating AI behavior rules into smart contracts: contract AI\_Behavior\_Limiter { address public controller;

mapping(address => bool) public verifiedModels;\
modifier onlyVerified() {

require(verifiedModels\[msg.sender], "Unverified AI model");\
\_;

}\
function registerModel(address aiModel) external {\
//Controller logic review must be passed to join\
verifiedModels\[aiModel] = true;

}\
function executeAction(string calldata action) external onlyVerified {\
//Only allowed through the behavior whitelist list\
require(isPermitted(action), "Action not allowed");\
emit ActionExecuted(msg.sender, action);

}\
function isPermitted(string memory action) internal view returns (bool) {\
//Can be replaced with ZK to determine the legitimacy of the behavior\
return keccak256(abi.encodePacked(action)) != keccak256("harm");

}\
}

2. Behavior Verification: ZKP Zero Knowledge Proof Mechanism   \
   Ensure that AI logic can be verified when making key decisions, but internal parameters   \
   are not exposed:   \
   Use mainstream ZKP systems such as Groth16/Halo2   \
   Submit AI output to the verification layer in ZK-SNARK format   \
   Contract nodes only verify proofs and do not obtain model parameters
3. Ethics injection module   \
   TGC embeds ethical frameworks (such as principles such as human priority and   \
   non-harm) into the AI model control logic to form a chain-level behavioral norms audit   \
   system:   \
   Model behavior library (AI behavior description)   \
   Value judgment system (bias control/discrimination detection)   \
   DAO arbitration logic layer to resolve "grey decision-making power" disputes
