paper note

paper note

Paper-reading workflow for ML and LLM topics

Mar 2, 20261 min read

A lightweight process for reading papers with better retention and clearer downstream experiments.

Reading time

1 min read

Word count

24

Sections

Opening note

Begin reading

I'm structuring paper reading around four passes: context, core mechanism, assumptions, and implementation ideas. The goal is to turn reading into experiments and writing.

Continue the evidence trail