Module validation

Module validation 

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DeepSeek Protocol Validation Engine

Enterprise-Grade Reasoning Chain Validation

This module uses DeepSeek V3’s 671B parameter scale to provide ultimate validation of complete reasoning chains, detecting subtle flaws that 70B models miss.

§Core Features

  • Reasoning Chain Integrity: Validates logical flow and step dependencies
  • Statistical Significance: Applies statistical testing to confidence scores
  • Compliance Alignment: GDPR, bias detection, regulatory compliance
  • Meta-Cognitive Assessment: Evaluates reasoning quality and methodology

§Enterprise Value

  • 671B Parameter Advantage: 10x reasoning power vs standard models
  • Cross-Cultural Intelligence: Unbiased validation for global business
  • Statistical Rigor: Confidence significance testing and error bounds
  • Production Auditable: Complete validation trace for compliance

Structs§

BiasDetectionResult
Bias detection result
ChainIntegrityResult
Chain integrity validation result
ComplianceResult
Compliance validation result
ComplianceViolation
Compliance violation details
DeepSeekValidationConfig
Configuration for DeepSeek Validation Engine
DeepSeekValidationEngine
DeepSeek Protocol Validation Engine
DeepSeekValidationResult
Complete validation result for a reasoning chain
DetectedBias
Detected bias details
MetaCognitiveResult
Meta-cognitive assessment result
StatisticalResult
Statistical significance test result
TokenUsage
Token usage tracking
ValidationFinding
Validation finding details
ValidationPerformance
Validation performance metrics

Enums§

BiasLevel
Bias level classification
ComplianceStatus
Compliance status
DependencyStatus
Dependency status
LogicalFlowStatus
Logical flow status
MethodologyStatus
Methodology status
ProgressionStatus
Progression status
RegulatoryStatus
Regulatory status
Severity
Severity levels
ValidationCategory
Validation categories
ValidationVerdict
Validation verdict