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 Chu, Vito Trianni, Ralf Kurvers, and Stefan Herzog. “Human-AI collectives produce the most accurate differential diagnoses.” arXiv preprint arXiv:2406.14981 (2024).
  • 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