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figures are choose/selection-set figures on replica seeds 64000..64511; nothing was evaluated on 10000..12047, no fresh engine seed was run, no Solidity was generated and no gas was measured.","The top-level gain is the best of 72 signed probes by mean-SE and is therefore optimistically biased; it is a diagnostic, not a promoted candidate.","Stored level index 2 carries only about 1.23% of table-1 visit weight on 64000..64127, so +/-1 bps effects are small relative to seed noise; with 36 gradients about 1.6 are expected at |z|>=2 by chance.","Bands come from 128-seed visit weights that exclude truncation derivatives and are not objective gradients; bands partition all stored indices, so groups include nodes unvisited on those seeds.","Table nodes serve ask and bid through the mirrored lookup, so each probe moves both sides; probes are uniform within a group and do not resolve structure inside a band.","QPL1 feasibility refers to the exact unclipped +/-1 bps group perturbation applied alone to the production tables (qpl.apply + encode); combined or larger corrections must be re-checked.","Every probe changed the edge on nearly every seed and the paired-difference sd per seed (median 0.091) does not shrink with group visit mass: it is path-divergence noise, which limits 512 seeds to about 0.0018 edge per bps (1 SE) per group gradient.","Quadratic predictions extrapolate beyond the +/-1 bps probes with noisy curvature and ignore cross-group interactions.","The replica matches the engine only to the engine rows printed precision per the harness parity record; callback bit identity is not established."]}
