Slow Decay and Silenced Expression: Iterated Subliminal Trait Transfer in Language-Model Lineages

Language models are increasingly trained on the outputs of other models, forming chains that we call lineages, in which a trait present in one generation can pass to the next. Prior work on subliminal learning has shown that a teacher's trait can transmit to a student through filtered data carrying