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_compose/s3_grounded/resolved_config.yaml

@@ -0,0 +1,47 @@
+experiment: llm_compose
+seed: 3
+n_replicates: 1
+source_config:
+  experiment: llm_compose
+  kind: llm_compose
+  base_model: Qwen/Qwen2.5-1.5B
+  seed: 3
+  generations: 6
+  arms:
+  - grounded
+  g: 0.1
+  n_hard: 150
+  n_gsm8k: 150
+  n_mbpp: 100
+  n_probe: 60
+  k_inherit: 300
+  epochs: 3
+  conf_gate: 0.85
+  spec_train: 1200
+  spec_epochs: 3
+  max_new_tokens: 320
+  batch_size: 32
+  score_batch_size: 16
+  train_batch_size: 2
+  train_max_len: 448
+  resume: true
+  lora:
+    r: 16
+    alpha: 32
+  output:
+    dir: results/llm_compose/s3_grounded
+  arm_ops:
+    dry: linear
+    grounded: linear
+    dry_cat: cat
+  n_hard_val: 60
+  merge_weights:
+  - - 0.5
+    - 0.5
+  - - 0.3
+    - 0.7
+  - - 0.2
+    - 0.8
+  - - 0.1
+    - 0.9
+  n_replicates: 1