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Download free whitepapers on deterministic compliance, CSM6 framework, bias detection, and AI governance. Written by compliance engineers, not marketers.

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Framework

The CSM6 Framework: A New Standard for AI Compliance

Comprehensive guide to the CSM6 (Compliance State Machine 6) framework. Learn how deterministic state machines ensure reproducible compliance assessments.

Topics Covered:

CSM6 ArchitectureState Machine DesignReadiness RulesEvidence Generation
42 pagesDecember 2024
Research

Deterministic Compliance: Why AI-Testing-AI Fails

Research paper proving why using AI to test AI creates circular dependencies and false confidence. Introduces deterministic Python engines as the solution.

Topics Covered:

AI Testing LimitationsDeterministic EnginesReproducibilityCourt-Defensible Evidence
28 pagesNovember 2024
Technical

Bias Detection Methods: Statistical vs. Deterministic

Comparative analysis of bias detection approaches. Covers disparate impact testing, statistical parity, and deterministic pattern matching.

Topics Covered:

Disparate ImpactStatistical ParityPattern DetectionNYC LL144 Compliance
35 pagesOctober 2024

All Whitepapers

Complete library of research and insights

Regulatory

EU AI Act Compliance Guide for Startups

52 pagesSeptember 2024

Complete guide to EU AI Act compliance for high-risk AI systems. Includes risk classification, documentation requirements, and conformity assessment.

Risk ClassificationDocumentationConformity AssessmentProhibited Practices
Framework

SOC 2 for AI Companies: Beyond Traditional Controls

38 pagesAugust 2024

How AI companies can achieve SOC 2 Type II certification. Covers AI-specific controls for model training, bias testing, and explainability.

Trust Service CriteriaAI-Specific ControlsEvidence CollectionAudit Preparation
Business

The Economics of Compliance Automation

24 pagesJuly 2024

ROI analysis of automated compliance vs. manual processes. Includes cost breakdowns, time savings, and risk reduction metrics.

Cost AnalysisTime SavingsRisk ReductionROI Calculation

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