de Waal & Preston 2017 - Mammalian empathy: behavioural manifestations and neural basis

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• Neural self-other overlap in humans mediates empathy and inversely predicts deceptive behavior, motivating the SOO approach for AIclaim0.779
  Cross-domain analogical claim linking neuroscience findings to AI design
• Behavioural patterns associated with subjective experiences in humans are considered valid for inferring cognition in non-human animals but not in diverse other systems including plants.claim0.777
  The double standard pointed out by S&C and endorsed by the authors.
• We discuss empirical predictions, including altered dynamical regimes in neural systems, and the formal relationship between emptiness realisation and compassion.claim0.777
  Meta-statement about the paper's content.
• Emptiness realisation is accompanied by altered dynamical regimes in neural systems.hypothesis0.772
  Empirical prediction from the model: brain dynamics change after the transition.
• The same charitable interpretation must be extended to all systems that display observable response patterns that are consistent with animal cognition, including artificial intelligences, metaplastic materials, and robotic systems.claim0.770
  Call to extend the inference of sentience to non-biological systems as well.
• Although none of these behaviours necessarily require sentience, they are often proposed as evidence of animal sentience because of their subjective correlates in humans.claim0.765
  Acknowledgment that the same behaviours are used to infer sentience in animals despite not proving it.
• Can Nonneural Biological Systems Exhibit Genuine Cognition Andquestion0.761
• Neuroscience and mechanistic interpretability have not yet made enough progress to identify neural correlates marking necessary and sufficient conditions of conscious experience in both brains and neural networks.claim0.757
  Paper explicitly identifies this as a current gap requiring alternative experimental approaches