Some things I’ve worked on.

Traditional:

Improving medical diagnosis
  • Nikolas Zöller, Julian Berger, Irving Lin, Nathan Fu, Jayanth Komarneni, Gioele Barabucci, Kyle Laskowski, Victor Shia, Benjamin Harack, Eugene A Chu, Vito Trianni, Ralf H J M Kurvers, Stefan M Herzog. Human–AI collectives most accurately diagnose clinical vignettes. Proceedings of the National Academy of Sciences, vol 122, no 24, 2025.
  • Gioele Barabucci, Victor Shia, Eugene Chu, Benjamin Harack, Kyle Laskowski, and Nathan Fu. ‘Combining Multiple Large Language Models Improves Diagnostic Accuracy’. NEJM AI (17 October 2024). https://doi.org/10.1056/AIcs2400502.
Global governance strategy
Urban policy
Energy sustainability (electric grid, natural gas)
Condensed matter physics (semiconductors)

Speculative:

Risks (and governance) of asteroid manipulation
Humanity’s long term future