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

results/llm_curriculum_v5_calib_b/resolved_config.yaml

@@ -0,0 +1,36 @@
+experiment: llm_curriculum_v5_calib_b
+seed: 1
+n_replicates: 1
+source_config:
+  experiment: llm_curriculum_v5_calib_b
+  kind: llm_curriculum
+  base_model: Qwen/Qwen2.5-1.5B
+  seed: 1
+  families:
+  - gsm8k
+  - mbpp
+  - sst2
+  - csqa
+  - winogrande
+  - nq_open
+  lineages: 6
+  generations: 1
+  arms:
+  - isolated
+  baselines: []
+  n_new: 1200
+  n_replay: 0
+  n_test: 60
+  n_val: 20
+  epochs: 3
+  lr: 0.0001
+  max_new_tokens: 48
+  batch_size: 24
+  train_batch_size: 2
+  train_max_len: 512
+  lora:
+    r: 16
+    alpha: 32
+  output:
+    dir: results/llm_curriculum_v5_calib_b
+  n_replicates: 1