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exp-model-parameter-similarity/results/sparse-shell/audit.json
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{
"passed": true,
"ambient_dimension": 128,
"sparse_dimensions": 16,
"sample_count_per_distribution": 20000,
"seed": 20261111,
"outer_radius": 1,
"controls": {
"uniform_d_ball": {
"active_dimensions": 128,
"max_norm": 0.9999994375833048,
"mean_squared_norm": 0.9846031601593415,
"radial_dimension": 128
},
"uniform_k_ball": {
"active_dimensions": 16,
"max_norm": 0.999996278718437,
"mean_squared_norm": 0.8894302831319619,
"radial_dimension": 16
},
"sparse_same_radial": {
"active_dimensions": 16,
"max_norm": 0.9999995857902936,
"mean_squared_norm": 0.9847321079586993,
"radial_dimension": 128
},
"sparse_sphere": {
"active_dimensions": 16,
"max_norm": 1.0000000000000002,
"mean_squared_norm": 1.0,
"radial_dimension": null
}
},
"elapsed_seconds": 3.858549994882196,
"limitations": [
"synthetic distributions, not trained-network parameters",
"same outer radius, not same mean squared norm",
"changing angular support alone leaves the chosen radial law unchanged",
"fixed-radius shell is a deliberately structured counterexample"
]
}