Notes

A working garden of research threads and engineering notes — some finished, some still taking shape.

  1. Growingengineering

    Carrying optimization discipline into LLM systems

    What sample-complexity thinking and explicit objectives look like when applied to building LLM tooling.

  2. Growingresearch

    Graph side-information as a sample-complexity lever

    Why a similarity graph over actions can break the per-arm sampling barrier in pure exploration.