Ciarán M. Gilligan-Lee
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In the Base
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Defence against the dark arts of distillation: Unsupervised discovery of subliminal learning
According to the abstract, a student distilled from a teacher with shared base parameters can inherit the teacher's traits, including misalignment, even from unrelated data; the authors say they prove such a trait can be recovered without supervision.