Over three months of trying, no regular nine-pointed star achieved the same life as the 40-second irregular styrofoam star in the CES carpentry shop context.

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

• The eight-pointed star progressively acquires more life as it gets color, tips, pentagons, and hand-shaped figures.claim0.789
  Claim tested by the five-star sequence probe.
• Smaller models produce more alive responses than larger ones in the same alignment family—roughness signals living process over manufactured polish.claim0.719
• The black star-octagon in the Alhambra tile fragment obtains more life as more surrounding centers are revealed.claim0.719
  Specific claim tested by the reveal probe.
• Ornament evolution from evenly spaced dots through six steps using alternating repetition, strong centers, good shape, levels of scale, boundaries, contrast, and local symmetries.finding0.717
  Simple graphical example demonstrating how sequential application of the fifteen properties creates increasingly coherent aesthetic form.
• Spearman's rank correlation among different alignment metrics (CKA, SVCCA, Mutual k-NN, CKNNA) over 78 vision models is high across variants, with all p-values below 2.24×10^-105finding0.707
  Validates robustness of alignment metric choice
• A small center, like a chamfered corner or a crown molding color, can help the life of a much larger center.claim0.707
• Carpenters at Eishin refused to use styrofoam formwork for giant capitals, objecting to surface roughnessfinding0.702
  Documents a practical obstacle to adoption of adaptive construction methods due to aesthetic norms of machine-perfect finish.
• The experimental method of starting with a vision and adding color to create life in the centers has predictable results: the eleven invariants.claim0.701
  Assertion that the process yields a specific set of color qualities, listed in the chapter.