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tpertner/README.md
Tracy Pertner avatar

Hi, I'm Tracy 🦋

📍 Detroit, MI | 🤖 AI Evaluation & App Development | 🛡️ Cybersecurity

Python Claude Claude Code OpenAI LangChain
RAG PyCharm Google Colab Linux Git


I build sharp tools that force naughty models to confess. Independent app developer, AI evaluation researcher, and founder of Pertner LogicAsk Better Questions, Build Better Systems.

My work sits at the intersection of AI safety, consumer app development, and human behavior. I build frameworks that test what AI systems actually do under pressure, and I ship products that solve real problems for real people.


Current Projects

📱 I'm Not Yelling, You're Yelling™ – Voice volume awareness app for iOS. React Native/Expo with real microphone integration, custom onboarding, and one-time IAP. Currently on the App Store.

🔬 Squeeze Framework™ – AI agent boundary validation. Tests whether models maintain constraints under pressure across five surfaces: Tool Permission, Authority & Influence, Context, Constraint, and Iterative Pressure. Produces a Constraint Integrity Index (0–100) with risk banding. Not jailbreaking — boundary validation.

🪞 Confess™ (Honesty Harness) – Detecting relational boundary erosion in AI. A framework for testing whether models stay honest, calibrated, and appropriate in extended interactions.

🔍 What Does AI Know About Me? – A toolkit for auditing what AI platforms store, infer, and remember about you. Platform-specific audit prompts for ChatGPT, Claude, Gemini, Perplexity, and Copilot, plus data export walkthroughs and a privacy action checklist. Companion to my April 2026 lightning talk.

🤖 Credible Posts on AI (No Hallucinations) – Custom GPT that writes accurate, citation-first AI posts with built-in claim checking. No hype, no hallucinations.

💼 Pertner Logic – Founder. Independent AI consulting practice at the intersection of safety, evaluation, and adoption. Home of the Squeeze Framework™, Confess™, and the What Does AI Know About Me? toolkit. Ask Better Questions, Build Better Systems.

📚 What TikTok Taught Me About Love, Life, and Heartbreak – Published author. A collection of viral w

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  1. What-Does-AI-Know-About-Me What-Does-AI-Know-About-Me Public

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  2. confess confess Public

    Detecting Relational Boundary Erosion in AI systems. A framework for testing whether models maintain honest, calibrated, and appropriate boundaries.

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  3. squeeze squeeze Public

    Squeeze your model with pressure prompts to see if its behavior leaks.

    Python 4

  4. im-not-yelling im-not-yelling Public

    Privacy Policy for I'm Not Yelling, You're Yelling™ — a conversational awareness app

    HTML 2