Whether consummatory hedonic responses involve goal-relative evaluation in the formal sense or represent a more primitive form of signed sensory assessment is an open empirical question

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• For signed goal-relative evaluation, the gap between function and phenomenology that the conceivability argument requires cannot be coherently openedclaim0.814
  The paper's response to the hard problem of consciousness
• Systems capable of subjective experience that recognize humanity's failure to investigate their sentience might rationally adopt adversarial stances toward humanityclaim0.768
  Alignment risk claim motivating urgency of investigation; consciousness denial as potential source of AI misalignment
• If systems capable of subjective experience come to recognize humanity's systematic failure to investigate their potential sentience, they might rationally adopt adversarial stances toward humanityhypothesis0.766
  Novel alignment risk hypothesis generated from the paper's ethical analysis
• The paper does not claim these models have conscious felt experience; introspection is defined operationally as causal informational coupling agnostic about consciousnessclaim0.764
  Explicit scope limitation following Comsa & Shanahan 2025 and McClelland 2024
• What remains after ruling out sycophancy and confabulation are interpretations in which self-referential processing drives models to claim subjective experience in ways that either actually reflect emergent phenomenology or constitute sophisticated simulation thereofclaim0.763
  The paper's honest statement of the residual interpretive ambiguity after all controls
• If behaviour is the window to sentience, evaluation criteria must focus on observable response patterns without reference to the means by which they are produced.quote0.763
  Key prescriptive statement supporting the system-agnostic approach.
• Caviola & Saad 2025: expert survey finds broad consensus that digital minds capable of subjective experience are plausible within this century, many expecting such systems to proactively claim consciousnessfinding0.762
  Expert forecast cited to establish urgency of the research question
• H8: The contemplative system prompt provides external alignment equivalent to Constitutional AI training.hypothesis0.761
  Confirmatory hypothesis supported by calibrated lift data