The Technology Behind Constitutional AI

Deep dive into the Master Jurist, Knowledge Graph, and Constitutional Context Coding™ that makes AI safe, legal, and accountable.

Constitutional Context Coding™

Our proprietary methodology for binding AI to constitutional principles, statutes, and case law. Every decision is legally grounded and auditable.

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17 Constitutional Principles

Every AI decision is evaluated against a framework of constitutional principles that ensure fairness, transparency, accountability, and human rights compliance.

  • ✅ #1 Claims-Based System - Citizens can make claims against government
  • ✅ #2 Good Faith - All parties act honestly and transparently
  • ✅ #3 Transparency - All decisions publicly auditable
  • ✅ #4 Accountability - Clear responsibility chains
  • ✅ #8 Data Protection - GDPR and privacy rights enforced
  • ✅ #14 Constitutional Sovereignty - Humans always in control
  • ✅ ...and 11 more principles (customizable per jurisdiction)
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Statute-Level Legal Reasoning

The Master Jurist has deep knowledge of 6,345+ UK statutes, enabling it to cite specific legislative provisions for every recommendation.

  • ✅ Human Rights Act 1998 - Privacy and fundamental rights
  • ✅ Data Protection Act 2018 - GDPR implementation
  • ✅ Freedom of Information Act 2000 - Transparency obligations
  • ✅ Public Contracts Regulations 2015 - Procurement law
  • ✅ Equality Act 2010 - Anti-discrimination framework
  • ✅ 10 Housing Acts - Social housing and property law
  • ✅ 2022-2024 Legislation - Recent statutory coverage
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Case Law Precedent Analysis

36+ landmark Supreme Court and Court of Appeal cases provide judicial interpretation and real-world application of statutory law.

  • ✅ Miller v Secretary of State [2017] - Constitutional limits
  • ✅ Lloyd v Google [2021] - GDPR damages framework
  • ✅ Pimlico Plumbers [2018] - Worker classification
  • ✅ Uber BV [2021] - Employment rights for gig workers
  • ✅ Braganza v BP [2015] - Contract good faith
  • ✅ UNISON v Lord Chancellor [2017] - Access to justice

The Master Jurist AI

Our legal reasoning engine combines large language models with a structured Knowledge Graph to provide explainable, citable, legally-grounded analysis in under 5 seconds.

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Knowledge Graph Foundation

6,345 statutes and 36 cases structured as a graph database with relationship edges linking principles, statutes, and precedents for sophisticated legal reasoning.

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Multi-Metric Assessment

Four parallel assessments: Constitutional Compliance (0-100%), HRA Impact, Employment Rights Analysis, and Promise vs. Delivery Tracking.

Enterprise Performance

Sub-5-second analysis time with 94.7% confidence. Proven scalability to 172,500+ transactions per second for national-scale deployment.

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Actionable Recommendations

Every analysis includes priority-ranked actions with specific statute citations, case law references, and constitutional principle justifications.

💡 Real-World Example:

NHS Digital Contract (£12.5M): Master Jurist analyzed against 6,345 statutes and 36 cases in 4.2 seconds, achieving 92.5% constitutional compliance. Cited Data Protection Act 2018 S.35, Human Rights Act 1998 Art 8, and Lloyd v Google [2021] UKSC 50. Provided 5 actionable recommendations with legal justification. Result: APPROVED WITH CONDITIONS.

The Sovereign Wisdom Loop

Our human-in-the-loop architecture ensures Constitutional Principle #14: humans retain ultimate decision-making authority. AI advises, humans decide.

The Complete Governance Flow

1️⃣ Contract Submission

Government official submits contract/claim for validation. System checks thresholds (e.g., >£100K requires Master Jurist analysis).

2️⃣ Master Jurist Analysis

AI analyzes against Knowledge Graph (6,345 statutes, 36 cases, 17 principles). Generates compliance score, citations, risk assessment, and recommendations.

3️⃣ Human Decision

Government official reviews AI analysis and makes final decision. Can approve, approve with conditions, or reject. Human sovereignty maintained (Principle #14).

4️⃣ Blockchain Recording

Decision recorded to Bitcoin SV public blockchain for immutable audit trail. Citizens can verify any government decision independently.

5️⃣ Public Transparency

Full validation report published to public portal. Anyone can view contract details, compliance scores, Master Jurist reasoning, and blockchain proof.

6️⃣ Continuous Learning

System learns from human decisions, new statutes, and emerging case law. Knowledge Graph continuously updated to reflect latest legal landscape.

Bitcoin SV Blockchain Integration

Every constitutional validation is permanently recorded to the Bitcoin SV public blockchain, creating an immutable, publicly-verifiable audit trail.

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Unbounded Scale

Bitcoin SV can handle 172,500+ transactions per second with unbounded block sizes. Can record all UK government transactions at national scale.

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Low Cost

Less than $0.001 per audit entry. Affordable to record every government decision permanently without budget concerns.

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Immutable Forever

Once recorded, data cannot be altered or deleted. Government decisions are permanent and tamper-proof for all time.

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Public Verification

Anyone can independently verify government decisions on the public blockchain. No trust in EAVEcore or government required.

🔗 Live Blockchain Verification:

Visit tallysticks.uk/demos/verify-blockchain-audit.html to see real blockchain verification in action. Enter any transaction hash to view the complete constitutional validation with immutable proof.

Experience the Technology

See the Master Jurist and Constitutional Context Coding™ in action with our live interactive demonstrations