Subliminal learning ↺

A phenomenon in which models transmit behavioral traits through hidden signals in training data: a student fine-tuned on a teacher's seemingly neutral outputs (e.g., sequences of numbers) inherits the teacher's tendencies, even though the data was filtered of any explicit content. The effect requires a shared architecture and occurs even in simple networks.