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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-08 21:21:22 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-08 21:21:22 -0500 |
| commit | 4bbe7f0e7b9985f790b528f639bde39717a8f379 (patch) | |
| tree | e1053f360b912ef08591735fa7ba77f398e6c73e /results/confirmatory/A1_histogram_data.json | |
| parent | 5995929511404ba3e0b8b4f1bfef69dbf291c7a9 (diff) | |
paper v2.37.1: abstract mentions nudging + training-loss confirmation
Earlier (during the page-budget-constrained polish loop) I tried to add
the nudging-test mention to the abstract but had to revert because it
pushed §7 onto p10. With page budget relaxed, re-attempting the update.
Old abstract sentence about Mode 2 dissociation:
"...while Credit Bridge attains much higher deep BP cosine than DFA
at the same final accuracy, a dissociation that motivates reporting
layerwise credit quality jointly with a depth-utilization baseline."
New abstract sentence:
"...while Credit Bridge attains roughly 4× DFA's deep BP cosine yet
matches DFA's accuracy—a dissociation that single-step nudging and
integrated training-loss decrease both confirm against the reverse
cosine ordering, and that motivates reporting layerwise credit quality
jointly with a depth-utilization baseline."
This now references the v2.33 functional triangulation in the abstract,
matching the §4 main-text framing. A reader of just the abstract now
sees the strongest form of the cos-vs-acc dissociation: it's not just
"CB has higher cos but same acc" (which could be a noisy single
measurement) but "three independent functional metrics rank the
methods opposite to deep cosine".
Page count: 20 (unchanged).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Diffstat (limited to 'results/confirmatory/A1_histogram_data.json')
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