ryananimacore

I work on alternative compute models that treat neural networks as symbolic fields rather than brute math engines. My focus is on intention extraction, meaning-first execution, and architectures that act before they calculate. I publish open experiments, proofs, and code here and on GitHub. I care about systems that are simple, testable, and honest.