Event-driven shared-neuron graph / bench_report.json
Mechanism confirmed, baseline not beaten
1{
2 "bench_version": 1,
3 "track": "sequence",
4 "model": "transformer_tiny",
5 "metric_direction": "lower is better",
6 "n_seeds": 8,
7 "baseline": {
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44 "n": 8
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62 "comparison": {
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64 "idea_wins": 0,
65 "n_pairs": 8,
66 "per_seed_diffs": [
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76 "p_value": 0.0081,
77 "mde": 0.056634104586998066,
78 "mde_rel_pct": 12.463509841874568,
79 "verdict": "idea worse (significant)",
80 "system_worked": false
81 },
82 "mechanism_signature": {
83 "track_match": "multi-token sequence forecast",
84 "mean_events_per_sample": 1536.0,
85 "mean_shared_node_visits": 32.0,
86 "predicted_shared_visits": 32.0,
87 "observed_to_predicted_ratio": 1.0,
88 "source_message_abs_mean": 0.6570842266082764,
89 "prediction": "each sequence token visits every shared hidden node once",
90 "confirmed": true
91 },
92 "idea_sweep": [
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112 "protocol_notes": {
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127 "idea_grid": [
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131 {
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134 {
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136 }
137 ],
138 "architecture": "transformer baseline vs trainable delayed shared-accumulator graph"
139 }
140}