BlogThoughts and notes on research. November 2026 · 20 min readSparks of Weight-Space Programming: LLMs can natively read & write neural network weightsWe find that frontier LLMs are surprisingly good at natively reading and writing neural network weights, well past what we’d expect from humans or conventional algorithms.