anya-core 1.2.0

Enterprise-grade Bitcoin Infrastructure Platform
Documentation 
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use std::error::Error;
// [AIR-3][BPC-3] AI Model Validation
impl AiValidator {
    pub fn validate_transaction_pattern(
        &self,
        tx: &Transaction
    ) -> Result<ValidationResult> {
        // Validate BIP-341 compliance first
        bitcoin::validate_taproot(tx)?;
        
        // ML inference with constant-time guarantee
        let features = self.extract_features(tx);
        let output = self.model.predict_const_time(features)?;
        
        // Threshold check with side-channel protection
        let is_valid = secure_compare(output, VALIDATION_THRESHOLD);
        
        Ok(ValidationResult {
            valid: is_valid,
            confidence: output,
            rule_violations: vec![],
        })
    }
}