Character traits learned at a qualitatively different depth to those exhibited during mere role-play should overwrite a model's prior on what the assistant behaves like outside of role-play

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• Character training alters the assistant's default behavior rather than adding a superficial role-play layerclaim0.837
  Core claim distinguishing character training from role-playing, evidenced by robustness to break-character instructions
• How reliably does the model actually remain in character as the Assistant? Can unusual model behavior be explained as the model drifting into other personas?question0.805
  Second of two central questions motivating the paper
• The role-play framing remains applicable in the context of fine-tuning; taking literally a fine-tuned agent's apparent self-preservation desire is no less problematic than with an untuned base modelhypothesis0.801
  Extension of role-play framework to fine-tuned models, resisting the idea that RLHF changes the fundamental nature of simulacra
• What exactly is the Assistant? What traits does the model associate with this character and how are they represented?question0.799
  First of two central questions motivating the paper
• Character training operates holistically on the persona, suppressing intuitively opposing traits as well as boosting desired onesclaim0.798
  Claim that models learn the spirit of the constitution, not just its letter, evidenced by suppression of opposing traits
• Is there a tradeoff between subtlety of trait expression and robustness in character-trained models?question0.796
  Open question raised in Appendix E regarding misaligned persona behavior
• What distinguishes personas from traits, and do emergence and persistence patterns carry over to compositional or character-level constructs?question0.794
  Conceptual open question about formalizing the persona abstraction beyond the trait level
• What is the relationship between character and capability in fine-tuned models?question0.790
  Open question raised in Discussion noting capability changes could be due to character training itself, LoRA, or other factors