Reproducing and Evaluating the Generalizability of Subliminal Learning in Open-Weight Models
This reproduction paper investigates subliminal learning, a consequence of distillation where teacher models transmit behavioral preference traits through semantically unrelated data, and supports the original paper's claims but shows they are not universal as transmission strength varies across traits and tasks.