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_campaign/s2/manifest.json

@@ -0,0 +1,34 @@
+{
+  "experiment": "llm_society_campaign",
+  "master_seed": 2,
+  "git_commit": null,
+  "python": "3.11.7",
+  "libraries": {
+    "numpy": "2.4.6",
+    "scipy": "1.17.1",
+    "pandas": "3.0.3",
+    "pyarrow": "24.0.0",
+    "torch": "2.12.1",
+    "transformers": "5.16.1",
+    "peft": "0.20.0"
+  },
+  "rows": 2288,
+  "results_sha256": "1347ac11eb77b49987cf7b0c49c6e2f582d0ae53bb7734d0fab3fcd29e407cc6",
+  "layer": "2",
+  "tier": "llm",
+  "base_model": "Qwen/Qwen2.5-0.5B-Instruct",
+  "hard": false,
+  "society": {
+    "agents": 8,
+    "generations": 10,
+    "arms": [
+      "full",
+      "no_grounding",
+      "no_sex",
+      "no_diversity"
+    ],
+    "g": 0.5,
+    "lam": 0.3,
+    "n_candidates": 6
+  }
+}

results/llm_society_campaign/s2/resolved_config.yaml

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+experiment: llm_society_campaign
+seed: 2
+n_replicates: 1
+source_config:
+  experiment: llm_society_campaign
+  kind: llm_society
+  base_model: Qwen/Qwen2.5-0.5B-Instruct
+  seed: 2
+  agents: 8
+  generations: 10
+  arms:
+  - full
+  - no_grounding
+  - no_sex
+  - no_diversity
+  g: 0.5
+  lam: 0.3
+  n_test: 40
+  n_val: 30
+  n_conf: 90
+  n_inherit: 600
+  n_candidates: 6
+  elitism: 1
+  n_parents: 4
+  epochs: 3
+  spec_train: 600
+  spec_epochs: 3
+  lora:
+    r: 16
+    alpha: 32
+  output:
+    dir: results/llm_society_campaign/s2
+  n_replicates: 1