Kevin Y.C. Hou
Hi there!
I'm currently:
- making medical LLMs safer at Fault Line AI
- a final year MD at USyd
- in the process of unfolding
I've previously worked at a neurotech startup tackling depression, an Australian VC firm, and had various research stints in LLM evals, computational neuroscience, and psychology.
__
Shanghainese-kiwi, grew up in New Zealand, currently in Sydney, Australia.
Internet friends are great; feel free to send an email (on the navigation bar).
Updated 18-06-2026








UPCOMING
- *Singing barbershop in July
- *Finishing MD in Sept
· · ·
DIRECTIONS
- *Red-teaming medical LLMs
- *Exploring mech interp in biological foundation models
· · ·
DREAMS
- *Making progress in psychiatry
- *Living authentically with my partner
Recent writing →
- Mar '26A Field Guide to AI Evals in Mental Healthmaking sense of mental health LLM evaluations
- Jan '267 Reflections Across 7 Weeks in Psychiatrycritical perspectives on psychiatry
- Jan '262025 letter to friendspersonal updates and thoughts for people in their 20s
- Aug '25The Vanguard of Human Interactionhow LLMs can and can't change psychiatry