Auditing SAE features in multiple-choice QA reveals causal influence beyond error prediction
Read the original at arxiv.org→arXiv:2610.38067v1 Announce Type: new Abstract: Sparse autoencoders (SAEs) can predict internal features associated with model errors, but association alone does not establish causal influence. We study this...
Original headline: "From Error Prediction to Causal Influence: Auditing SAE Features in Multiple-Choice QA"
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- Oct 30, 04:00 UTC arXiv cs.CL lead source From Error Prediction to Causal Influence: Auditing SAE Features in Multiple-Choice QA