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_smoke/manifest.json

@@ -0,0 +1,31 @@
+{
+  "experiment": "llm_society_smoke",
+  "master_seed": 1,
+  "git_commit": "d75c58474a2c9e169ec9a5d74e4955e1d7fef0b4",
+  "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": 56,
+  "results_sha256": "7d5b1d2d5b050d6036a9f50a664e1fa04feb8b887f918168bd250e8cd59b00cc",
+  "layer": "2",
+  "tier": "llm",
+  "base_model": "Qwen/Qwen2.5-0.5B-Instruct",
+  "hard": false,
+  "society": {
+    "agents": 4,
+    "generations": 2,
+    "arms": [
+      "full"
+    ],
+    "g": 0.5,
+    "lam": 0.3,
+    "n_candidates": 4
+  }
+}