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_society_v2_calib_a/resolved_config.yaml

@@ -0,0 +1,37 @@
+experiment: llm_society_v2_calib_a
+seed: 1
+n_replicates: 1
+source_config:
+  experiment: llm_society_v2_calib_a
+  kind: llm_society_calib
+  stage: families
+  base_model: Qwen/Qwen2.5-0.5B-Instruct
+  seed: 1
+  families:
+  - lists
+  - strings
+  - arith
+  - roman
+  - binary
+  - sortletters
+  - setops
+  - numtheory
+  - mixedtoken
+  - caesar
+  - vectors
+  - progression
+  - charfreq
+  - digits
+  - liststats
+  - alphabet
+  - prime
+  n_test: 100
+  n_probe: 10
+  spec_train: 600
+  spec_epochs: 3
+  lora:
+    r: 16
+    alpha: 32
+  output:
+    dir: results/llm_society_v2_calib_a
+  n_replicates: 1