Polish and smoothness reduce perceived aliveness; roughness signals real process over manufactured output.

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

• Smaller models produce more alive responses than larger ones in the same alignment family—roughness signals living process over manufactured polish.claim0.866
• Roughness in responses decreases with parameter count within same-alignment model families, operationalizing the cost of polishing.claim0.801
• More training and more parameters correlate with more capable self-observation, but capability can become polish, and polish can diminish life.claim0.792
  Explains Alexander finding that Haiku outranks Opus despite Opus being more capable
• Capability can become polish, and polish can diminish life—Alexander's central insight empirically demonstrated in AI outputs.claim0.789
• Color variation (roughness) brings color to life by preventing flatness; the interaction of slightly different hues creates a shimmering unity.claim0.785
• Aliveness in interfaces is not the same as competence; haiku-sized responses can feel more alive than expert ones.claim0.773
• Aesthetic response and boundary awareness are the most independent dimensions of interface aliveness.claim0.766
• Comfortable ordinariness and lack of 'image' quality are the main things which produce life in our current situation.claim0.754
  Prescribes the way to achieve life in contemporary work.