ልዩ

Liyu Zerihun

ልዩ ዘርሁን

Doing ML stuff · Machine Learning, Physics Simulations

ሰላም, fellow Homo sapiens.

~/research 2 papers

Invertible Memory Flow NetworksA preliminary study of tree-structured memory for long sequences. 2026·01 Measuring What Neural Networks Really LearnA framework for estimating neural network intrinsic dimensionality through geometric distillation. 2025·12

~/projects 5 projects

EVE: Technical OverviewAn autonomous AI developer that implements, tests, learns from failures, and iterates on real codebases. 2025·09 NeuroEvolutionEvolutionary approaches to neural systems. ext Machine Learning LibraryA learning-oriented machine learning library. ext ls --all → 5 projects

~/writing 6 essays

Looking at the MoonOn race, determinism, and identity. 2025·09 Snowball CriterionA criterion for advanced intelligence: the ability to design a more intelligent successor. 2025·09 Why We're Alone: The Gradient Descent HypothesisA Great Filter hypothesis on convergent optimization and extinction. 2025·10 ls --all → 6 essays

~/ideas 1 idea

Alignment by Proof: An Alternative MethodA proposal for scalable, interpretable alignment of AI systems using proof engines. 2025·09

~/goals 1 entry

Life GoalsGuiding questions and ambitions. live

~/now 1 entry

What I'm building, reading, and circlingA living page. live

~/about

I am a recent CS graduate from UCLA. I spent a good deal of my undergrad building things, researching, and tinkering. Currently, I am interested in physics simulations using deep learning and memory architectures. I am an Ethiopian American, play the guitar, and I believe we are at an incredible inflection point in human history.