Public signal
Delta | Feb 27, 2026
Differentiation Density Upgrade
Structural delta.
Core rule
Every failure claim must specify the concrete mechanism and the user-facing friction it produces under the constraint.
What changed
Structural delta.
Structural problem
Constraint-only verdicts create semantic repetition and corpus interchangeability.
Tradeoff
Comparisons lacking behavioral grounding are rejected or delayed.
Failure mode before
Pages become thin, repetitive, and less credible as claims detach from observable behavior.
Structural impact
Row Triage and Page Factory must enforce mechanism → friction → failure to preserve distinction at scale.