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Building Better Activation Oracles

Jan Bauer, Celeste De Schamphelaere, Adam Karvonen, Niclas Luick, Neel Nanda
Jun 3, 2026 at 04:00
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arXiv:2606.02609v1 Announce Type: cross Abstract: Activation Oracles (AOs) are promising methods for interpreting residual stream activations. However, current AOs face important issues, such as hallucinations and vagueness. Additionally, text-inversion confounds make them hard to evaluate. To this end, we improve the Activation Oracle (AO)...

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