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15 changes: 10 additions & 5 deletions TODO.publish/02-e6-verdict.md
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# 02 — E6 verdict (constant-budget register diversification)

Status: IN FLIGHT (2026-09-02). Training COMPLETE — all 11,073 steps,
final CE ~0.003-0.008 (run-008-tashkeela-mix; /tmp/e6_distill2.log).
`modal_distill.py::main` does not chain the final eval, so
`evaluate_der` was launched separately (/tmp/e6_evalder.log,
resumable, writes final_eval.json).
Status: COMPLETE (2026-09-02). Training finished all 11,073 steps;
`evaluate_der` (launched separately — `main` doesn't chain it)
returned **student 5.8057 / teacher 2.289** (n=1200). **GATE FAILED
at 5.8057** (gate <=4.5218, control 4.8218, E5's failed 5.0853);
NOT ADOPTED. Paired bootstrap student−teacher +3.2388pp, CI
[2.939, 3.575]. Prediction (4.45-4.75) missed. Recorded:
EXPERIMENTS.md E6 status, PUBLICATION-NOTES §8 negative pair
(E5+E6) + Paper-B paragraph (the causal test failed in the swap
direction; G2b's 48k add is the live test). ara-diac-small-2.x
material NOT triggered — release question moot.

## Registered (EXPERIMENTS.md, gate before launch)

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10 changes: 7 additions & 3 deletions TODO.training-work/04-label-scale-rung.md
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# 04 — Label-scale rung (A1a): diversify the student's domain mix

Status: TO BUILD. The E2/E3/E4 factorial attributes the remaining
~2.0pp of client-tier gap to domain coverage; the current mix is
news-heavy (r5-units/domain.txt + replay.txt, teacher-labeled by r7).
Status: COMPLETE (2026-09-02) — **GATE FAILED: 5.8057** (gate
<=4.5218; control 4.8218; worse than E5's 5.0853). NOT ADOPTED.
Swapping 8k news units for classical Tashkeela at constant 30k
total HURT (−0.98pp vs control); teacher reproduced at 2.289.
Verdict recorded in EXPERIMENTS.md E6 + PUBLICATION-NOTES §8/§B
(the E5/E6 data-vs-architecture negative pair). Direction shifts to
the add side (G2b, 48k total, in flight). See TODO.publish/02.

## Design

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