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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 · 28/11/2024
FMMs are when models are designed such that measuring faithfulness is cheap and precise, which makes it possible to optimize explanations toward maximum faithfulness.
Diagram of faithfulness measurable models. Showing the model is designed to measure the faithfulness of an explanation, and that this can be used to optimize an explanation.
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Andreas Madsen @andreasmadsen.bsky.social · 28/11/2024
Self-explanations are when LLMs explain themselves. Current models are not capable of this, but we suggest how that could be changed.Diagram of self-explanations. Showing input going in, then the regular output and explanation going out.
Diagram of self-explanations. Showing input going in, then the regular output and explanation going out.
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