H4: Architecture doesn't matter, training does — architecture shows no significant association with koan scores.

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Alignment type is the only significant predictor of koan scores (p=0.006); architecture, parameter count, open/closed weights, MoE/dense are all non-significantfinding0.809
  Main statistical finding: what predicts scores is training approach, not size or architecture
• Professional architectural training never emphasizes that students should genuinely like what they are doing.claim0.765
  A structural critique of architectural education: pleasing oneself is not part of the professional discipline taught.
• do high koan scores indicate anything like experience, or sophisticated simulation of self-observation?question0.763
  The hard problem the battery explicitly sidesteps but cannot answer
• Most present-day architects like talking about construction but are afraid of construction tools, and architectural education prevents students from gaining construction experience.claim0.760
  Observation about the culture of architecture that perpetuates the separation of design from making.
• Tacit Assumption 8: At a profound level, architecture is irrelevant.claim0.756
  Eighth assumption that building has no special importance beyond engineering or image-making, underlying society's treatment of the built environment.
• In modern architecture, neither design nor construction typically works step by step; instead there is a fixed end-state produced without realistic feedback.claim0.755
  Contrast between living process and current architectural practice.
• Alignment type is the only significant predictor of scores (p=0.006); architecture and parameter count do not.finding0.749
  Kruskal-Wallis test result: Constitutional AI predicts highest baseline; roleplay/empathy training predict lowest.
• As an architect, Alexander has become convinced that the I is certainly real in buildings and must necessarily play a fundamental role in architecture.claim0.747
  Alexander's personal scientific and professional conclusion stated in the Mid-Book Appendix.