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
Queue strategy per GG: one self-contained job per seed (founders inline - no
cache races, no dependencies), single L40S, 6 h walltime (measured: pilot ran
31 min/arm on the A4000, so a seed is ~2.5-3.5 h) - short independent jobs
that backfill well. Seed 1 runs locally on the A4000 as queue insurance;
seeds 2-4 go to CX3 as array elements. 0.5B for the campaign (sign-level,
seed-replicated, the paper's established pattern); a single 7B confirm of the
headline contrast is the post-campaign step.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BkRLcc18rwT2Lysu6PbG7v
