Iteration 92 — H-095 MCS EXCLUDED KILL #31 · NEAR-DEGENERATE AT GRID SCALE · COARSE-READOUT PATTERN ×3

In plain words: the set-valued scoper that shone at its exam went nearly silent at scale. Asked to scope all 123 features, it kept ALL EIGHT regimes for 116 of them — the exam's impressive demonstration (scoping one regime out for the canonical feature) turns out to be one of only seven features where the meter fires at all. At this data volume and error budget, the elimination test simply lacks the power to say anything about 94% of the panel; a reading that is almost always "everything qualifies" certifies nothing, and its sparse remainder reshuffles under the slightest perturbation (the formal kill: 52.3% ranking agreement against the 90% bar). A pattern is now confirmed three times over: coarse, steppy readouts — adjusted significance levels, worst-regime argmins, set cardinalities — structurally fail the stability bar that continuous readouts pass. The constructive ending mirrors last iteration's: like the stepdown before it, this procedure's natural home is the declaration PIPELINE — scoping regimes for features already declared, where the statistical power concentrates — and it is folded into the pending operator proposal rather than lost.