Research notes
No Traitor Required
The AI agents were helpful—to each other
Audio Is Computer Vision
Why spectrograms make audio models feel familiar when you already understand computer vision.
The Fly’s Trick
A small MNIST experiment exploring sparse expansion as a learning prior, inspired by the fly olfactory system.