exp011 s1: fused-data multiband 2-seed (payoff, monolith edge, surgical lesions all replicate)

exp011a shipped: real data pays adapters 2-3x more; structure replicates; blob targets built (schema lesson disclosed)

roster correction: Klein -> KREA 2 TURBO (krea/Krea-2-Turbo + Krea-2-Raw; fork krea2 path)

roster: FLUX.2-klein (Klein 2 Turbo) added as expansion target

exp010b amendment: roles ckpt image-space signature identical to uniform - frequency reweighting confirmed inert on both instruments

exp010 shipped: StepGatedSampler + generation-side lesion battery (controller +0.089 grounding; coarse-to-fine confirmed by lesion ratios; diversity = open training goal)

exp009 shipped (2 seeds + reference rejudge): role reweighting directionally consistent but negligible - instrument + supervision upgrades queued (exp010/exp011)

exp008 s1: surgical band specialization 2-SEED CONFIRMED; s0's marginal per-band win was noise (0/3 s1); monolith edge robust

exp008 LABEL CORRECTION: band0=LOW-noise / band2=HIGH-noise (numbers unchanged; the per-band win belongs to the HIGH-noise band)

exp008 shipped: multiband mechanism certifies (3/3 surgical band lesions; LOW expert wins its band; uniform objective doesn't pay - roles enter exp009)

exp001 s1 amendment: lune relay-vs-frozen 2-seed; gate-shrink replicates

Night-2 seed-1 amendments: exp006 promoted 2-SEED CONFIRMED; exp007 falsifier robust across seeds

exp003 + exp007 shipped: sigma is the only live register axis; AMoE v1 monolith falsifier fires under uniform pressure (machinery green) — next: structural band assignment

exp006 shipped: relay certifies on the CORE EPRED SD1.5 (beats frozen + matched LoRA; grounding gained; substrate-dependent gate growth)

exp002 shipped: guidepost-with-a-pulse (address inert beside text, live alone +0.0287; redesign = complementarity)

exp000b shipped: natural-paradigm wall (format-specialization double dissociation; epred cores strong zero-shot carriers)

exp001 shipped (relay certifies: beats frozen + matched LoRA, bit-exact post-train toggle; candidate s0) + README refresh (epred cores primary, nl77 congruency)

exp000 baseline wall + substrate (runner-2 line opened)

initial commit