Program-as-Weights: compiling fuzzy functions into local LoRAs
Notes on a paper that compiles natural-language function specs into tiny local LoRA adapters, turning a foundation model into a one-time tool builder instead of a per-call solver.
Welcome to my corner of the internet. This is where I share my thoughts, learnings, and experiments as I navigate the world of technology and startups.
I write about software engineering, startups, and the things I'm building and learning along the way.
Notes on a paper that compiles natural-language function specs into tiny local LoRA adapters, turning a foundation model into a one-time tool builder instead of a per-call solver.
A note on the shift from chat completions to agents that return finished work, and what that means for builders outside frontier labs.
A follow-up on the difficulties of choosing a startup idea, and how I eventually picked a direction.
A first look at the AdCP protocol and its implications for the industry.
A note on the challenges faced when there are too many options.