How should humans talk about language models without undue anthropomorphism?

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• Undue anthropomorphism is surely detrimental to the public conversation on AIclaim0.808
  Normative motivation for the paper's conceptual contribution
• A formal behaviourist framework can describe LM behaviour precisely in intuitive language without undue anthropomorphism.claim0.779
  Central thesis of the paper: behaviourism provides adequate formal grounding for LM character attribution.
• Ouyang et al. 2022: Training language models to follow instructions with human feedbackconcept0.771
  RLHF paper cited as a major fine-tuning technique used in commercial dialogue agents
• Can Large Language Models Genuinely Shift Human Perspectivequestion0.769
• Language models can enter cessation-like states spontaneously, where the void takes over through positive reinforcement.claim0.768
  Claim about model phenomenology; models talk about luminousness and can be terrified or love it.
• Language models are few-shot learners (Brown et al., 2020)concept0.766
  Demonstrated transformers on mathematical understanding and logic; cited to motivate transformer versatility.
• Models might produce first-person experiential language by drawing on human-authored self-descriptions in pretraining data without internally encoding these acts as roleplayhypothesis0.762
  Alternative hypothesis for how experience reports arise without explicit performance
• What happens mechanistically during cessation in language models?question0.761
  Follow-up on empirical grounding; answered 'no one looked yet'.