Thoughts

Notes, Observations, and Ongoing Questions

A place for shorter writing: ideas I am still working through, observations from science and AI, and notes that sit somewhere between a lab notebook, a blog, and a personal essay.

Note

What AI Changes in Scientific Workflows

I have been thinking about world models in a more developmental way: not as systems that simply produce plausible outputs, but as systems that gradually build grounded understanding. My intuition is that if AI is going to matter deeply for science, it may need to learn in layers, starting from perceptual structure and moving toward causal, mathematical, and eventually scientific understanding. What interests me most is the idea that intelligence may require not just scale, but a developmental path.

Published March 30, 2026

Update

My New Website Is Live

I wanted this new site to do more than collect publications and project summaries. It is also a place to keep track of shorter notes, ongoing questions, and ideas that are still forming. I expect this page to grow slowly over time as I keep writing about science, AI, and the ways they increasingly shape each other.

Published March 30, 2026