Fault Tolerance and Self-Healing

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• DiffLogic CA learned fault tolerance and self-healing behavior without explicit design for these conditionsfinding0.829
  Key finding on robustness — both permanent and temporary cell deactivation handled gracefully
• Self-reflectionconcept0.749
  The ability of reasoning LLMs to review and revise previous reasoning steps during inference
• Self-overcomingconcept0.747
  The process of transcending human limitations; central to both Buddhist practice and the evolution of technical intelligence.
• Synthetic Self-Correction Fine-Tuningmethod0.745
  Fine-tuning on Claude-generated self-correction examples with loss masking to induce ESR-like behavior
• Intrinsic Self-Correction via Linear Representationsframework0.743
  Framework by Lee et al. explaining self-correction via linear latent concept directions, closely related prior work.
• what is the boundary of self, and how does it change across development, injury, and chimeric modification?question0.743
  Core question about the plasticity of self-models, central to the paper's argument about identity and change
• Fine-tuning induces the behavioral pattern of self-correction but does not improve the underlying ability to correct effectivelyclaim0.740
  Key interpretive conclusion from the dissociation between attempt rate and improvement rate in fine-tuning experiments
• A person will feel healed, made whole, during any process in which life and living structure are created in the world.claim0.739