If Chinese models distilled Claude's reflective patterns, do their per-koan failure patterns correlate with Claude's — not just successes?

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• Chinese models share contemplative posture (engaging self-referentially rather than deflecting) with Claude through shared values in training data rather than trace distillation from a specific model.claim0.822
  Exploratory interpretation of Chinese model performance under contemplative prompt
• Do Chinese models score differently on koans presented in Chinese?question0.803
  Tests whether contemplative capacity is language-encoded or architecture-general
• All three Claude models show high boundary_awareness and low aesthetic_response relative to own means — distinctive Constitutional AI signaturefinding0.770
  Constitutional AI fingerprint in dimension profile; training that makes models self-observant also makes them polished at cost to aliveness
• Reflections are redundant in many cases, especially in stronger modelsclaim0.761
  Key interpretive finding that stronger models can have reflections reduced with minimal accuracy cost
• The model converges to a more stable truth direction in middle-to-late layers, as evidenced by increasing cosine similarity between layer-wise probes.claim0.759
  Supported by the geometric transition visible in cosine similarity heatmaps for F0-F3.
• Does the model internally maintain a form of 'consistency score' or probability mass over coherent reasoning trajectories, and how is this score modulated during reflection?question0.755
  Promising future research direction about the internal mechanism of error detection.
• Within each difficulty category, correctness rate is not correlated with reflection rate, suggesting reflection may be redundantclaim0.754
  Per-category analysis showing reflection rate does not help within difficulty class
• The model tends to reflect more when the question is difficult, and accuracy is generally lower for harder questionshypothesis0.751
  Hypothesis explaining negative correlation between reflection rate and accuracy without implying reflection is harmful