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_curriculum_v5/s3_seed_bank/manifest.json

@@ -0,0 +1,45 @@
+{
+  "experiment": "llm_curriculum_v5",
+  "master_seed": 3,
+  "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": 205,
+  "results_sha256": "f41adbd818646624e419c1448d5abe68c2005d810e709e740171e62bfc4a469d",
+  "layer": "2",
+  "tier": "llm",
+  "base_model": "Qwen/Qwen2.5-1.5B",
+  "hard": false,
+  "curriculum": {
+    "families": [
+      "mnli",
+      "arc",
+      "hellaswag",
+      "squad",
+      "boolq",
+      "winogrande"
+    ],
+    "lineages": 3,
+    "generations": 6,
+    "arms": [
+      "seed_bank"
+    ],
+    "baselines": [],
+    "n_new": 300,
+    "n_replay": 150,
+    "operator": "linear",
+    "ancestor_depth": 3,
+    "lora": {
+      "r": 16,
+      "alpha": 32
+    }
+  }
+}

results/llm_curriculum_v5/s3_seed_bank/resolved_config.yaml

@@ -0,0 +1,59 @@
+experiment: llm_curriculum_v5
+seed: 3
+n_replicates: 1
+source_config:
+  experiment: llm_curriculum_v5
+  kind: llm_curriculum
+  base_model: Qwen/Qwen2.5-1.5B
+  seed: 3
+  families:
+  - mnli
+  - arc
+  - hellaswag
+  - squad
+  - boolq
+  - winogrande
+  lineages: 3
+  generations: 6
+  arms:
+  - seed_bank
+  baselines: []
+  n_new: 300
+  n_replay: 150
+  n_test: 60
+  n_val: 20
+  epochs: 3
+  lr: 0.0001
+  ancestor_depth: 3
+  operator: linear
+  merge_weights:
+  - - 0.5
+    - 0.5
+  - - 0.3
+    - 0.7
+  - - 0.7
+    - 0.3
+  baseline_weights:
+  - - 0.333
+    - 0.333
+    - 0.334
+  - - 0.5
+    - 0.25
+    - 0.25
+  - - 0.25
+    - 0.5
+    - 0.25
+  - - 0.25
+    - 0.25
+    - 0.5
+  max_new_tokens: 48
+  batch_size: 48
+  train_batch_size: 4
+  train_max_len: 512
+  resume: true
+  lora:
+    r: 16
+    alpha: 32
+  output:
+    dir: results/llm_curriculum_v5/s3_seed_bank
+  n_replicates: 1