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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-08 09:53:29 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-08 09:53:29 -0500 |
| commit | ef2dbf9e90ffa1740f6bd3a6eebc47c124a36c2f (patch) | |
| tree | c9bd6970993884b39bb001ff07ddf3b21beaeec9 /experiments/toy_lq_sweep.py | |
| parent | 0f0bce37ddbc485768181e3f4d8bf93ba660c5db (diff) | |
OPTION F polish pass: update abstract, §1 ¶2, §6 ¶3, §7 ¶2 with round 38-40 findings
Codex round 40 sequencing: A then F. OPTION F (polish) pass found 4 real issues:
1. Abstract: added narrow conditional-positive finding sentence about
SB+penalty beating the shallow baseline + cos-vs-acc dissociation
2. §1 ¶2: replaced 'deep cosine can improve to about +0.16' (DFA-specific)
with a fuller cross-method statement mentioning SB +0.32, CB +0.68, and
the cos-vs-acc dissociation
3. §6 ¶3 (protocol asymmetry): added one sentence noting that the
cross-method cos-vs-acc dissociation REINFORCES the necessity of keeping
all four diagnostics separate
4. §7 ¶2 (limits): upgraded 'terminal-LN interpretation is observational
rather than causal identification' to 'established causally on the
audited residual ResMLP via the matched same-backbone no-terminal-LN
control but not proven to extend beyond that architecture family' —
reflects round 36 wording upgrade based on existing April 7 no_outln data
All four changes are prose-level updates driven by data that was already in
the paper. Main content still fits at 9 pages exactly (E&D limit).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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