Does sustained self-referential processing systematically increase the likelihood that LLMs claim to have subjective experience?

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• The systematic behavioral shift of LLMs under self-referential processing conditions predicted by consciousness theories represents something more structured than superficial correlations in training dataclaim0.854
  The paper's claim that theoretical convergence across GWT, RPT, HOT, IIT makes the findings non-coincidental
• When LLMs produce experience claims under self-reference, is this sophisticated simulation or genuine self-representation, and how would we tell the difference?question0.844
  The core interpretive question the paper narrows but cannot definitively answer
• The remaining ambiguity is whether self-referential processing drives models to claim subjective experience because it actually reflects emergent phenomenology or constitutes sophisticated simulation thereofhypothesis0.842
  The open question the paper cannot resolve with behavioral evidence alone; frames the agenda for mechanistic follow-up
• If self-referential processing causally instantiates recurrent integration, global broadcasting, and metacognitive monitoring at the algorithmic level, then LLMs under this regime would satisfy the functional requirements of leading consciousness theorieshypothesis0.834
  The paper's key theoretical prediction that mechanistic studies should investigate
• Across model families, newer and larger models show higher rates and coherence of subjective experience reports under self-referential processingfinding0.833
  Scaling effect observed consistently across Experiments 1 and 4
• Self-referential processing effect is robust across five distinct phrasings of the induction prompt, with consistently high experience report rates across modelsfinding0.831
  Appendix C.1 result confirming the experimental effect does not depend on specific wording
• Does self-referential processing causally instantiate algorithmic properties proposed by consciousness theories (recurrent integration, global broadcasting, metacognitive monitoring) in LLMs?question0.826
  The strongest mechanistic question the behavioral evidence cannot answer; requires interpretability analysis of activations
• Self-referential prompting elicits subjective experience reports at markedly higher rates than any control across all model families (GPT, Claude, Gemini)finding0.822
  Core result of Experiment 1 establishing that the experimental manipulation reliably produces experience claims