SPD

I’ve been working on Stochastic Parametric Decomposition with Dan Braun, Lucius Bushnaq, Oli Clive-Griffin, and Lee Sharkey of Goodfire.ai through the MATS program (8.0/8.1 cohort). Most of my work has been on clustering subcomponents via minimum description length, and on techniques for analysis and automated interpretability of the resulting decompositions. You can find most of my contributions to the project as PRs/issues on the SPD github: github.com/goodfire-ai/spd

Also see the Open Source Mechanistic Interpretability Slack.