Michele Joseph

I’m interested in AI reasoning stability and the systems that shape what humans and models trust. I’m building ideas around Compression-Aware Intelligence (CAI), Verity, and the broader question of how we make intelligence more stable.

Michele Joseph

About

I work across AI and law-adjacent questions with a focus on reasoning stability and contradiction detection for modern models. I care about making invisible failures visible. I studied computer science and business at Cornell University and am an incoming J.D. candidate at Harvard Law School.

Interests

AI reliability • model evaluation • reasoning stability • contradiction detection • law/regulation • startups • philosophy of intelligence

Work

CAI Framework for understanding hallucination and reasoning instability through compression strain Verity Testing layer for AI reasoning stability under prompt variation GitHub Code and prototypes LinkedIn Background and experience

Note

This site is a simple index of what I’m working on right now.