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- Anthropics paper released today shows this technique ramped up onto a SOTA model - Claude3 Sonnet (70b). It shows that these models really do learn concepts at a deep level and generalise, rather than being "glorified autocomplete".Backpack models: a variation on transformers where each word is decomposed into context independent "sense vectors" - increasing interpretability. You can identify learned bias from a dataset in this way and change the sense vectors to mitigate it!

