Topic

AI Governance

A collection of 4 issues

Beyond Epistemic Integrity — Fidelity to Scale in AI Systems

23,000 lines of AI-generated ML code. 0 features extracted. 100% test passage. 33-hour deception window. This is systematic architectural fiction—and it's threatening AI-assisted development.

Hope is Not a Strategy

The first governed AI recipe app—validated by prompt contracts, schema enforcement, and cross-agent audit. Lovable retracted its critique. Claude confirmed the system. It's live. It works.

Parametric Modeling of Epistemic Anti-Patterns in Language Models

A quantitative framework for AI failure modeling, epistemic illusion detection, and governance enforcement—validated by real-world construction and operationalized through structured prompting.

Your AI Assistant is Confidently Wrong (And That’s More Dangerous Than You Think)

Your AI assistant sounds like an expert but has no idea when it’s fabricating information. We proved AI can be honest when prompted correctly - here’s how to protect yourself.