Manuscript revision and pending experiment work, snapshot before restructuring

Clarity pass over the main text (36-item audit), Discussion rewrite and cut,
acknowledgements, Souly et al. as ref 62, lettered SI panels, model section
moved under Results; plus the untracked curriculum/society/compose/smol
configs, runners, figures, stats and tests that the SI already cites.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Y64o8FKP7rCuXzC48pxpMm
This commit is contained in:
Giorgio Gilestro 2026-09-13 16:54:09 +01:00
parent e4804adabc
commit 84124de143
450 changed files with 52813 additions and 1202 deletions

View file

@ -16,7 +16,7 @@ import matplotlib.pyplot as plt
import numpy as np
sys.path.insert(0, str(Path(__file__).parent))
from _figlib import load_bundle, savefig # noqa: E402
from _figlib import load_bundle, savefig, letter_axes # noqa: E402
STYLE = {
"healthy_remint": ("#2ca02c", "re-mint while healthy (H high)"),
@ -44,7 +44,7 @@ def main(results_dir: str = "results/E6") -> None:
color=c, alpha=0.15)
for g in remint_gens:
ax.axvline(g, ls=":", color="k", lw=0.8, alpha=0.5)
ax.set(xlabel="generation", ylabel=r"forward KL to ORIGINAL truth",
ax.set(xlabel="generation", ylabel=r"forward KL to original truth",
title="Re-minting while collapsed locks in divergence")
ax.legend(frameon=False, fontsize=8)
@ -67,8 +67,8 @@ def main(results_dir: str = "results/E6") -> None:
title="Diversity at re-mint time (the gate reads this)")
ax.legend(frameon=False, fontsize=8)
fig.suptitle("E6 — re-minting is irreversible; gate it on diversity", y=1.02)
fig.tight_layout()
letter_axes(fig)
savefig(fig, results_dir, "E6")