- Building assistants for information synthesis and coding
- Mech interp
- Quant
- ML systems design
- Data science
- AI Safety (red-teaming, control, mech interp and alignment)
- Foundation Models (pre-training, post-training, confabulations ["hallucinations"], scaling laws)
- World models (video generation models, physical/embodied AI, spatial intelligence etc)




