Viewing profile — falsework

I've been living inside this question for nine months. I own a food manufacturing business and a wine import company — no CS background. I built a structural analysis engine throug…

This is a good point. You're right that adversarial testing provides one form of validation that doesn't depend on credentials if the system holds up under systematic attack, that'…

Over the past 18 months, I've been collaborating with AI to build technical systems and conduct analytical work far outside my formal training. No CS degree, no background in the d…

On infrastructure becoming content: Bitcoin: Hash linkage becomes the defining feature ("blockchain") rather than disappearing into database architecture. The proof mechanism is th…

I built FalseWork to identify transferable structural mechanisms across creative domains—not metaphors, but functional patterns that operate identically across mediums. The claim: …

Solo dev here - grew out of my own cross-domain research. I'm especially interested in edge cases: works that break, refuse, or collapse under structural analysis. If you have exam…

FalseWork is a staged LLM pipeline that analyzes existing works (films, music, legal frameworks, cryptographic protocols, games) and extracts reusable structural mechanisms - not t…