Campaign B v2 (InfoNCE mix) both seeds PASS; retro-erank corrected after overwrite catch (HF copies were the true v1): spread v1 180 > v2 139 (baseline 239) — target granularity governs spread, not loss family

Campaign B v2 (InfoNCE mix) both seeds PASS; retro-erank corrected after overwrite catch (HF copies were the true v1): spread v1 180 > v2 139 (baseline 239) — target granularity governs spread, not loss family

Campaign B v2 (InfoNCE mix) both seeds PASS; retro-erank corrected after overwrite catch (HF copies were the true v1): spread v1 180 > v2 139 (baseline 239) — target granularity governs spread, not loss family

Campaign B v2 (InfoNCE mix) both seeds PASS; retro-erank corrected after overwrite catch (HF copies were the true v1): spread v1 180 > v2 139 (baseline 239) — target granularity governs spread, not loss family

Campaign B v1 PASSED both seeds: two-teacher alloy into mini-beatrix arm — meet +0.22/+0.21, preservation IMPROVED (B9 digit 0.837->0.971), LM +2pts, bit-exact off

Campaign B v1 PASSED both seeds: two-teacher alloy into mini-beatrix arm — meet +0.22/+0.21, preservation IMPROVED (B9 digit 0.837->0.971), LM +2pts, bit-exact off

Campaign B v1 PASSED both seeds: two-teacher alloy into mini-beatrix arm — meet +0.22/+0.21, preservation IMPROVED (B9 digit 0.837->0.971), LM +2pts, bit-exact off

Campaign B v1 PASSED both seeds: two-teacher alloy into mini-beatrix arm — meet +0.22/+0.21, preservation IMPROVED (B9 digit 0.837->0.971), LM +2pts, bit-exact off

Campaign B v1 PASSED both seeds: two-teacher alloy into mini-beatrix arm — meet +0.22/+0.21, preservation IMPROVED (B9 digit 0.837->0.971), LM +2pts, bit-exact off

frame-A campaign: A1 front-fusion PASSED (0.87-0.91 both variants/seeds, bit-exact off), A2 consumption REFUTED (0.009/0.010 vs 0.15 line, controls 0.000/0.0003), A3 gated; all arms incl. controls shipped

frame-A campaign: A1 front-fusion PASSED (0.87-0.91 both variants/seeds, bit-exact off), A2 consumption REFUTED (0.009/0.010 vs 0.15 line, controls 0.000/0.0003), A3 gated; all arms incl. controls shipped

frame-A campaign: A1 front-fusion PASSED (0.87-0.91 both variants/seeds, bit-exact off), A2 consumption REFUTED (0.009/0.010 vs 0.15 line, controls 0.000/0.0003), A3 gated; all arms incl. controls shipped

frame-A campaign: A1 front-fusion PASSED (0.87-0.91 both variants/seeds, bit-exact off), A2 consumption REFUTED (0.009/0.010 vs 0.15 line, controls 0.000/0.0003), A3 gated; all arms incl. controls shipped

frame-A campaign: A1 front-fusion PASSED (0.87-0.91 both variants/seeds, bit-exact off), A2 consumption REFUTED (0.009/0.010 vs 0.15 line, controls 0.000/0.0003), A3 gated; all arms incl. controls shipped

frame-A campaign: A1 front-fusion PASSED (0.87-0.91 both variants/seeds, bit-exact off), A2 consumption REFUTED (0.009/0.010 vs 0.15 line, controls 0.000/0.0003), A3 gated; all arms incl. controls shipped

frame-A campaign: A1 front-fusion PASSED (0.87-0.91 both variants/seeds, bit-exact off), A2 consumption REFUTED (0.009/0.010 vs 0.15 line, controls 0.000/0.0003), A3 gated; all arms incl. controls shipped

frame-A campaign: A1 front-fusion PASSED (0.87-0.91 both variants/seeds, bit-exact off), A2 consumption REFUTED (0.009/0.010 vs 0.15 line, controls 0.000/0.0003), A3 gated; all arms incl. controls shipped

frame-A campaign: A1 front-fusion PASSED (0.87-0.91 both variants/seeds, bit-exact off), A2 consumption REFUTED (0.009/0.010 vs 0.15 line, controls 0.000/0.0003), A3 gated; all arms incl. controls shipped

frame-A campaign: A1 front-fusion PASSED (0.87-0.91 both variants/seeds, bit-exact off), A2 consumption REFUTED (0.009/0.010 vs 0.15 line, controls 0.000/0.0003), A3 gated; all arms incl. controls shipped

v0.2: sweep retracts the fusion-gap reading (storage-position asymmetry: bert front-loads, t5 back-loads; student concat 0.954 > teacher); sequence entry: all 999 states, control still fails, embedding table byte-arbitrary

v0.2: sweep retracts the fusion-gap reading (storage-position asymmetry: bert front-loads, t5 back-loads; student concat 0.954 > teacher); sequence entry: all 999 states, control still fails, embedding table byte-arbitrary

v0.2: sweep retracts the fusion-gap reading (storage-position asymmetry: bert front-loads, t5 back-loads; student concat 0.954 > teacher); sequence entry: all 999 states, control still fails, embedding table byte-arbitrary

v0.2: sweep retracts the fusion-gap reading (storage-position asymmetry: bert front-loads, t5 back-loads; student concat 0.954 > teacher); sequence entry: all 999 states, control still fails, embedding table byte-arbitrary

v0.2: sweep retracts the fusion-gap reading (storage-position asymmetry: bert front-loads, t5 back-loads; student concat 0.954 > teacher); sequence entry: all 999 states, control still fails, embedding table byte-arbitrary

frame prototype v0.1: byte-state arm beats index twin (digits 0.275 vs 0.045, twin has only 200 keys for 999 states); RSA says the codebook kept C ancestry; entry channel real vs failing random control

frame prototype v0.1: byte-state arm beats index twin (digits 0.275 vs 0.045, twin has only 200 keys for 999 states); RSA says the codebook kept C ancestry; entry channel real vs failing random control

frame prototype v0.1: byte-state arm beats index twin (digits 0.275 vs 0.045, twin has only 200 keys for 999 states); RSA says the codebook kept C ancestry; entry channel real vs failing random control

frame prototype v0.1: byte-state arm beats index twin (digits 0.275 vs 0.045, twin has only 200 keys for 999 states); RSA says the codebook kept C ancestry; entry channel real vs failing random control

frame prototype v0.1: byte-state arm beats index twin (digits 0.275 vs 0.045, twin has only 200 keys for 999 states); RSA says the codebook kept C ancestry; entry channel real vs failing random control

frame prototype v0.1: byte-state arm beats index twin (digits 0.275 vs 0.045, twin has only 200 keys for 999 states); RSA says the codebook kept C ancestry; entry channel real vs failing random control

frame prototype v0.1: byte-state arm beats index twin (digits 0.275 vs 0.045, twin has only 200 keys for 999 states); RSA says the codebook kept C ancestry; entry channel real vs failing random control

frame prototype v0.1: byte-state arm beats index twin (digits 0.275 vs 0.045, twin has only 200 keys for 999 states); RSA says the codebook kept C ancestry; entry channel real vs failing random control

frame prototype v0.1: byte-state arm beats index twin (digits 0.275 vs 0.045, twin has only 200 keys for 999 states); RSA says the codebook kept C ancestry; entry channel real vs failing random control