AI RESEARCH

[R] I think consciousness has a phase transition, identity is a Riemannian manifold, and free will is literally just stochastic noise bounded by who you are [long but worth it, formal math inside]

r/MachineLearning

I’ve been working on a theoretical framework trying to give consciousness, identity, and free will a formal mathematical structure instead of just philosophical descriptions. The core idea is simple: Consciousness might not gradually emerge as neurons accumulate. It might appear through a phase transition, like water freezing. Below is the structure of the framework. I’ll mark what is grounded vs what is speculative. Epistemic status: theoretical proposal, internally consistent, testable, not experimentally verified.