Writing
Notes and research on AI, systems, and finance.
- Does Summary Evaluation Survive Translation?Whether English summarization datasets stay useful under machine translation, so evaluation can reach lower-resource languages.
- Socratic Models - AI EnsemblesComposing off-the-shelf models through natural language to do real tasks.
- Demand Forecasting with Bayesian MethodsPredicting blood platelet demand at Stanford Hospital with online regression and Gaussian processes.
- Selectively Editable Language ModelsEditing facts into large pretrained language models with meta-learning, without degrading everything else.
- Doing Capitalism in the Innovation EconomyJaneway's three-player game of state, market, and finance — investment judgment, bubbles, and the state's role in pushing the frontier.
- The Dream MachineWaldrop's history of the modern computer — the teams, failures, and public-private collaborations behind it, and what they say about building.