From 04011a880cbd59ee022d566220bf7fd4818205e2 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Wed, 8 Apr 2026 20:00:22 -0500 Subject: paper v2.34.1: SB/CB training loss decrease values from 3-seed (were s42) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Same bug pattern as v2.33's nudging test: the §4 ¶4 training loss decrease values for SB+pen (-0.458) and CB+pen (-0.122) were s42 single-seed numbers labeled as part of the "three seeds" framing. DFA+pen (-0.095 ± 0.007) was actually 3-seed. Re-aggregated from existing JSONs (no new compute): SB+pen: per-seed {0.457, 0.444, 0.439} → 0.447 ± 0.008 (was 0.458) CB+pen: per-seed {0.123, 0.118, 0.124} → 0.121 ± 0.003 (was 0.122) DFA+pen: per-seed {0.104, 0.088, 0.093} → 0.095 ± 0.007 ✓ (unchanged) Changes: - §4 ¶4 training-loss trajectory line now uses 3-seed mean ± std for all three methods - Appendix L paragraph now lists per-seed decreases for all three - New auditable file: results/training_loss_decrease_3seed.json Ratios SB ≫ CB ≈ DFA unchanged. The "all three functional metrics agree on the SB ≫ CB ≈ DFA ordering" claim is unchanged. Page layout: §1-§7 still 9 pages, refs p10, total 19 pages. 0 overfull. Co-Authored-By: Claude Opus 4.6 (1M context) --- paper/main.pdf | Bin 502309 -> 502399 bytes 1 file changed, 0 insertions(+), 0 deletions(-) (limited to 'paper/main.pdf') diff --git a/paper/main.pdf b/paper/main.pdf index ea62a49..975377b 100644 Binary files a/paper/main.pdf and b/paper/main.pdf differ -- cgit v1.2.3