results: establish KP teaching-signal advantage

3 files changed, 13340 insertions, 0 deletions

diff --git a/results/kp_teaching_signal_ablation/matched.json b/results/kp_teaching_signal_ablation/matched.json
new file mode 100644
index 0000000..68c34a2
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+++ b/results/kp_teaching_signal_ablation/matched.json
@@ -0,0 +1,6656 @@
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diff --git a/results/kp_teaching_signal_ablation/raw.json b/results/kp_teaching_signal_ablation/raw.json
new file mode 100644
index 0000000..65a82b9
--- /dev/null
+++ b/results/kp_teaching_signal_ablation/raw.json
@@ -0,0 +1,6656 @@
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+    "input_layout": "NCHW",
+    "input_shape": [
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+    "train_examples": 45000,
+    "training_augmentation": "random_crop_32_padding_4_zero_then_horizontal_flip_p0.5",
+    "validation_class_counts": {
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+    "validation_index_sha256": "8328b206a97c420e49e54e3eca4abe3274c4756b084355784ea3fb8059e4515b"
+  },
+  "timing": {
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+    "timing_excludes_data_loading_hashing_and_model_construction": true,
+    "total_timed_wall_s": 8195.860653400421,
+    "train_wall_s": 8193.63606762886
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+  "traffic_calibration": {
+    "data_source": "first unaugmented development-training examples",
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+    "instruction_rms": [
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+  "work": {
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+    "components": {
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+      "ordinary_forward_macs": 364959360000000,
+      "perturbation_forward_macs": 0,
+      "warmup_clean_forward_macs": 2595266560
+    },
+    "definition": "multiply-accumulates in conv/linear maps; one local weight correlation equals one forward-weight MAC count; BP reverse is estimated as one weight-gradient plus one activation-gradient convolution per forward convolution; mixed-traffic/predictor elementwise arithmetic is reported as a conservative operation estimate separately and is not folded into MACs",
+    "elementwise_operations_estimate": 40698241875968,
+    "forward_macs_per_example": 40551040,
+    "logical_batch_loss_queries": 0,
+    "mirror_probe_examples": 0,
+    "mirror_readout_probe_examples": 0,
+    "neutral_projection_observations": 9000000,
+    "per_example_cross_entropy_terms": 0,
+    "total_clean_forward_examples": 9000064,
+    "total_forward_equivalent_examples": 9000064,
+    "total_macs_estimate": 1451879978221568
+  }
+}
diff --git a/results/kp_teaching_signal_ablation_gate.json b/results/kp_teaching_signal_ablation_gate.json
new file mode 100644
index 0000000..75a2809
--- /dev/null
+++ b/results/kp_teaching_signal_ablation_gate.json
@@ -0,0 +1,28 @@
+{
+  "checks": {
+    "all_control_invariants_audited": true,
+    "dynamic_reference_is_finite": true,
+    "matched_degrades_or_collapses_by_at_least_3_points": true,
+    "raw_and_matched_use_identical_source": true,
+    "raw_degrades_or_collapses_by_at_least_5_points": true,
+    "two_frozen_controls_present": true
+  },
+  "claim": "Under four-RMS soma-predictable apical traffic, innovation subtraction is necessary relative to both raw and norm-matched KP controls.",
+  "metrics": {
+    "analysis_source_commit": "ff0069f8d0dabbb8819a726bd899381e8a95462c",
+    "clean_kp_accuracy": 0.9126,
+    "control_mean_wall_s": 8237.62871158123,
+    "dynamic_accuracy": 0.9118,
+    "dynamic_minus_matched_points": 81.18,
+    "dynamic_minus_raw_points": 81.18,
+    "matched_accuracy": 0.1,
+    "matched_finite": false,
+    "prerequisite_sha256": "48957573e6feb18e5c2dd0c6785bbd20f37126dd33e8bb7cb357190d236b4937",
+    "raw_accuracy": 0.1,
+    "raw_finite": false,
+    "training_source_commit": "31b70e1b1f2e7fd26c9c3228f525fc0b5192cd81"
+  },
+  "protocol": "kp_teaching_signal_ablation_validation_v1",
+  "scope_limit": "This is a conditional robustness result on one validation seed; it is not clean-setting or strong-baseline superiority.",
+  "status": "passed"
+}