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Andreas Madsen

@andreasmadsen.bsky.social

338 followers 172 following 10 posts

Ph.D. in NLP Interpretability from Mila. Previously: independent researcher, freelancer in ML, and Node.js core developer.

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Andreas Madsen @andreasmadsen.bsky.social · 07/02/2025

Excited to finally announce that I have joined @guidelabs.bsky.social. We are building LLMs from scratch designed to be interpretable. Many have asked what I'm doing after my Ph.D., so great to finally get it out. We have a lot of open positions, from engineering to scientist to intern.

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Andreas Madsen @andreasmadsen.bsky.social · 28/11/2024

I’m thrilled to share that I’ve finished my Ph.D. at Mila and Polytechnique Montreal. For the last 4.5 years, I have worked on creating new faithfulness-centric paradigms for NLP Interpretability. Read my vision for the future of interpretability in our new position paper: arxiv.org/abs/2405.05386

arxiv.org

Interpretability Needs a New Paradigm

Interpretability is the study of explaining models in understandable terms to humans. At present, interpretability is divided into two paradigms: the intrinsic paradigm, which believes that only model...

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