Can dictionary learning features be used to detect dangerous behavior? It turns out that they're competitive with (and sometimes beat) linear probes, but can discover spurious correlations that might make a classifier vulnerable to adversarial attacks. https://
transformer-circuits.pub/2024/features-
as-classifiers/index.html
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