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_pilot1/manifest.json

@@ -0,0 +1,32 @@
+{
+  "experiment": "llm_society",
+  "master_seed": 1,
+  "git_commit": "16e90027736e1a0346c76fa6be132147a1a5fd31",
+  "python": "3.14.7",
+  "libraries": {
+    "numpy": "2.5.0",
+    "scipy": "1.18.0",
+    "pandas": "3.0.3",
+    "pyarrow": "24.0.0",
+    "torch": "2.12.1",
+    "transformers": "5.13.0",
+    "peft": "0.19.1"
+  },
+  "rows": 692,
+  "results_sha256": "a49437dd4836c08db4aefc77ea4c338d441178ad0ee584bc92c1482e826ace61",
+  "layer": "2",
+  "tier": "llm",
+  "base_model": "Qwen/Qwen2.5-0.5B-Instruct",
+  "hard": false,
+  "society": {
+    "agents": 6,
+    "generations": 8,
+    "arms": [
+      "full",
+      "no_grounding"
+    ],
+    "g": 0.5,
+    "lam": 0.3,
+    "n_candidates": 6
+  }
+}

results/llm_society_pilot1/resolved_config.yaml

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+experiment: llm_society
+seed: 1
+n_replicates: 1
+source_config:
+  experiment: llm_society
+  kind: llm_society
+  base_model: Qwen/Qwen2.5-0.5B-Instruct
+  seed: 1
+  agents: 6
+  generations: 8
+  arms:
+  - full
+  - no_grounding
+  g: 0.5
+  lam: 0.3
+  n_test: 40
+  n_val: 30
+  n_conf: 60
+  n_inherit: 240
+  n_candidates: 6
+  epochs: 2
+  spec_train: 300
+  spec_epochs: 2
+  lora:
+    r: 16
+    alpha: 32
+  output:
+    dir: results/llm_society
+  n_replicates: 1