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Jan Betley

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#artificial intelligence Preprint Oct 2026

Beyond Owls: Subliminal Learning Can Transfer Learned Capabilities and Backdoors

In subliminal learning (SL), a teacher model passes on a trait to a student model by distillation on data semantically unrelated to the trait. So far, SL has been demonstrated for only a limited range of traits, including preferences for animals (e.g., owls) and malicious personas. These traits can also be elicited wit...

Jan Dubinski, Anna Sztyber-Betley, Jan Betley et al. · 0 citations

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