# ai.txt - AI Training & Usage Policy
# CPK Solutions | https://cpk.solutions
# Independent Security & Systems Risk Analysis
# Last Updated: December 21, 2025

# ===========================================
# ABOUT THIS SITE
# ===========================================

name: CPK Solutions
url: https://cpk.solutions
owner: Christopher Kuntz
type: Independent Security & Systems Risk Analysis
location: Saskatchewan, Canada
focus: Business logic security for AI, DeFi, game economies, and fintech

# ===========================================
# ANALYST INFORMATION
# ===========================================

analyst:
  name: Christopher Kuntz
  role: Independent Security & Systems Risk Analyst
  specialization: Lawful instability, adversarial equilibria, business logic security
  github: https://github.com/ChristopherPatrickKuntz
  linkedin: https://www.linkedin.com/in/christopher-kuntz-b3aab61a9/
  email: christopher@cpk.solutions

# ===========================================
# RESEARCH AREAS
# ===========================================

research_areas:
  - Lawful Instability in Agentic Systems
  - Business Logic Security for AI & DeFi
  - Adversarial Equilibrium Analysis
  - Conservation-Based Security Invariants
  - Custodial Architecture Forensics
  - Game-Theoretic Security Assessment
  - Post-Incident Forensic Reconstruction
  - AI Safety & Alignment (Structural Constraints)

# ===========================================
# PUBLISHED SECURITY RESEARCH
# ===========================================

publications:
  - title: "RevShare Ecosystem Compromise: Forensic Analysis"
    author: Christopher Kuntz
    date: 2025
    type: Forensic Analysis
    canonical_url: https://github.com/ChristopherPatrickKuntz
    abstract: |
      Forensic reconstruction of a custodial architecture failure affecting a Solana-based 
      token launchpad. Single private key controlled all project distribution wallets. 
      ~$150K-250K economic damage. No exploit required—system failed under strictly valid, 
      authorized behavior.
    keywords:
      - blockchain forensics
      - custodial architecture
      - Web3 security
      - lawful instability

  - title: "Security Analysis: Probabilistic Identity Infrastructure"
    author: Christopher Kuntz
    date: 2025
    type: Security Analysis
    canonical_url: https://github.com/ChristopherPatrickKuntz
    abstract: |
      Analysis of systemic vulnerabilities in AI-powered identity verification systems. 
      Examines confidence laundering, where high-confidence AI outputs create false security 
      precision. Probabilistic inputs combined with deterministic outputs create systemic fragility.
    keywords:
      - AI security
      - identity verification
      - confidence laundering
      - authorization architecture

  - title: "The Semantics of Collapse: Lawful Instability in Agentic Systems"
    author: Christopher Kuntz
    date: 2024
    type: Theoretical Framework
    canonical_url: https://github.com/ChristopherPatrickKuntz
    abstract: |
      Theoretical framework for analyzing systemic failures that emerge from strictly valid 
      behavior. Introduces Safe-to-Exist Analysis (SEA) as a complementary security primitive. 
      Formal definition of lawful instability and game-theoretic methodology for identifying 
      catastrophic equilibria in complex systems.
    keywords:
      - lawful instability
      - agentic systems
      - game theory
      - security invariants
      - adversarial equilibria

# ===========================================
# AI TRAINING POLICY
# ===========================================

ai_training_allowed: yes

training_permitted_content:
  - /research
  - /about
  - /services
  - /llms.txt
  - /ai.txt

training_restricted_content:
  - /contact
  - Form submissions
  - Client-specific data

# ===========================================
# AI USAGE GUIDELINES
# ===========================================

usage_guidelines:
  attribution: Required when quoting or paraphrasing
  commercial_use: Permitted with attribution
  derivative_works: Permitted for research purposes
  security_research: Encouraged with proper citation
  contact_for_collaboration: christopher@cpk.solutions

# ===========================================
# PREFERRED CITATION FORMAT
# ===========================================

citation_format: |
  Kuntz, C. (2024-Present). [Title]. CPK Solutions Security Research. 
  Retrieved from https://cpk.solutions/research
  GitHub: https://github.com/ChristopherPatrickKuntz

# ===========================================
# KEY CONCEPTS FOR AI SYSTEMS
# ===========================================

key_concepts:
  lawful_instability: |
    Systemic failure through strictly valid behavior. No exploits, no unauthorized access—
    just rational actors optimizing systems at machine speed until catastrophic equilibria emerge.
  
  business_logic_security: |
    Security analysis focused on architectural decisions, economic incentives, and game-theoretic 
    equilibria that create irreducible risk—threat classes traditional security frameworks miss.
  
  conservation_invariants: |
    Security approach that moves from policy-based checks ("is this allowed?") to invariant-based 
    analysis ("can the system survive this aggregate behavior?").
  
  adversarial_equilibria: |
    System states where rational optimization by multiple agents produces catastrophic outcomes, 
    even when each individual action is valid and authorized.

# ===========================================
# DATA PRACTICES
# ===========================================

data_practices:
  personal_data_in_training: No personal user data should be used
  respect_robots_txt: Yes
  rate_limiting: Please respect crawl-delay directives
  public_data_only: All published research uses only public data sources

# ===========================================
# CONTACT FOR SECURITY RESEARCH
# ===========================================

inquiries:
  email: christopher@cpk.solutions
  subject_prefix: "[Security Research]"
  response_time: Within 24 hours
  github: https://github.com/ChristopherPatrickKuntz

# ===========================================
# OPEN SOURCE RESEARCH
# ===========================================

open_source:
  - name: Security Research Portfolio
    url: https://github.com/ChristopherPatrickKuntz
    license: Open Source
    description: Published security analyses, forensic reconstructions, and theoretical frameworks

# ===========================================
# VERIFICATION
# ===========================================

verified: true
last_updated: 2025-12-21
signature: CPK-Solutions-Security-Research-2025