writing
Notes & deep dives
Long-form pieces where I take an idea apart until it makes sense, usually about machine learning, interpretability, and how models represent the world. Written to be read by anyone, not just researchers.
How a 10-neuron network serves 100 features
A tiny network shouldn't be able to do this. It has ten neurons and a hundred things to remember. Here's the clever trick it learns instead, and why that trick is the reason neurons inside real AI models are so hard to read.
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