October 15, 2026
The Triangle Inequality in the Evoformer is a Misnomer
A breakdown of the triangle inequality and why it's a misnomer
protein-structurealphafoldevoformertriangle-inequalitygeometryprotein-folding
Technical writing
Writing
Long-form notes on the concepts and implementation details that matter in machine learning systems.
October 2, 2026
My Top Algorithms Across Transformer Architectures
A personal look at the Transformer algorithms and mechanisms I find the most elegant, interesting, and satisfying.
transformersattentionrepresentation-learningcomputer-vision
September 10, 2026
A working intuition for diffusion on SO(3)
Why rotations make a useful case study for respecting geometry in generative models.
diffusiongeometrySO(3)scientific ML
August 28, 2026
MHA, MQA, and GQA: the cache is part of the architecture
A compact comparison of attention variants through the lens of inference-time memory.
transformersinferencesystems