TLDR Tech / Opinion
Persona Behaviors in a Language Model Trained on Pre-Internet Text
Researchers examined persona-related behaviors in Talkie, a 13-billion-parameter language model trained exclusively on English text from before 1931, comparing its findings to modern models. The study concluded that phenomena like emergent misalignment and subtle learning are not solely dependent on contemporary internet pretraining. However, the initial training data significantly influences a model's inherent personality, cultural allusions, and specific preferences, while post-training adjustments primarily refine preference consistency and steerability.
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