/// # L4: AI层 (AI Layer) /// /// AI服务层,统一管理所有AI功能(NAC是AI公链)。 /// /// ## 核心组件 /// /// ### 宪法执行引擎 (Constitutional Execution Engine, CEE) /// - AI驱动的宪法规则执行 /// - 自动合规验证 /// - 智能惩罚机制 /// /// ### AI合规审批 (AI Compliance) /// - KYC/AML自动审核 /// - 欺诈检测(Fraud Detection) /// - 风险评估(Risk Assessment) /// /// ### AI估值 (AI Valuation) /// - 资产估值(Asset Valuation) /// - 市场预测(Market Prediction) /// - 价格发现(Price Discovery) /// /// ### XTZH AI /// - 宏观感知AI(Macroeconomic Perception) /// - 汇率预测(Exchange Rate Prediction) /// - SDR锚定机制(SDR Pegging Mechanism) /// /// ### AI预言机 (AI Oracle) /// - 多节点AI共识(Multi-Node AI Consensus) /// - zkML证明(Zero-Knowledge Machine Learning Proof) /// - TEE执行(Trusted Execution Environment) /// /// ### AI治理 (AI Governance) /// - 提案分析(Proposal Analysis) /// - 投票建议(Voting Recommendation) /// - 审计AI(Audit AI) /// /// ## 设计原则 /// /// 1. **统一AI接口**:所有AI功能通过统一的接口访问 /// 2. **可验证性**:AI推理结果可以通过zkML或TEE验证 /// 3. **去中心化**:AI模型可以部署在多个节点上 /// 4. **可升级性**:AI模型可以热更新,不影响链的稳定性 /// /// ## 使用示例 /// /// ```rust /// use nac_udm::l4_ai::{CEE, AICompliance, AIValuation, XTZHAI}; /// use nac_udm::primitives::{Hash, AccountId}; /// /// // 使用宪法执行引擎 /// let cee = CEE::new(); /// let transaction_hash = Hash::sha3_384(b"tx"); /// let is_compliant = cee.verify_compliance(&transaction_hash); /// /// // 使用AI合规审批 /// let ai_compliance = AICompliance::new(); /// let account_id = AccountId::from([1u8; 32]); /// let kyc_result = ai_compliance.verify_kyc(&account_id); /// /// // 使用AI估值 /// let ai_valuation = AIValuation::new(); /// let asset_id = Hash::sha3_384(b"asset"); /// let valuation = ai_valuation.estimate_value(&asset_id); /// /// // 使用XTZH AI /// let xtzh_ai = XTZHAI::new(); /// let exchange_rate = xtzh_ai.predict_exchange_rate(); /// ``` /// 宪法执行引擎模块 pub mod cee; /// AI合规审批模块 pub mod compliance; /// AI估值模块 pub mod valuation; /// XTZH AI模块 pub mod xtzh_ai; /// AI预言机模块 pub mod oracle; /// AI治理模块 pub mod governance; /// 统一AI接口 pub mod unified_interface; // 重新导出核心类型 pub use cee::CEE; pub use compliance::AICompliance; pub use valuation::AIValuation; pub use xtzh_ai::XTZHAI; pub use oracle::AIOracle; pub use governance::AIGovernance; pub use unified_interface::UnifiedAIInterface;