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Renormalizing interpretability

Renormalizing interpretability

Apr 29, 2025 by Lauren Greenspan

A collection of PIBBSS write-ups about ideas from physics -- namely renormalization -- and its potential to make gains in AI safety and interpretability. 

32Renormalization Roadmap
Lauren Greenspan
7mo
0
18Renormalization Redux: QFT Techniques for AI Interpretability
Lauren Greenspan, Dmitry Vaintrob
9mo
0
11Opportunity Space: Renormalization for AI Safety 
Lauren Greenspan
7mo
0
17Call for Collaboration: Renormalization for AI safety 
Lauren Greenspan
7mo
0
14QFT and neural nets: the basic idea
Dmitry Vaintrob
9mo
0
18The Laws of Large Numbers
Dmitry Vaintrob
9mo
0
6Basics of Bayesian learning
Dmitry Vaintrob
9mo
0