Research
Work at the frontier.
Papers, experiments, and open questions in AI and machine learning.
Papers
Papers in progress. Check back soon — or watch the GitHub for experiments that might turn into something.
Areas
Language Model Architectures
Exploring efficiency in transformer variants — mixture of experts, dynamic depth, and what happens when you take these ideas to very small scale.
AI Agents & Tool Use
Building and studying agents that interact with the real world through tools — browsers, CLIs, APIs. How do you make them reliable?
Local & Private AI
Making capable AI systems that run entirely on-device. Privacy, latency, and the question of what you actually need a cloud for.