repro-optimal-structure-learning-and-conditional-independence-testing / outputs /destructive_controls.csv
| control,quantity,threshold,expected_failure,interpretation | |
| summable_learning_rate_eta_t_power_minus_1_2,5055425259.865874,100.0,True,removing the infinite-integral premise leaves a positive loss floor | |
| raw_matrix_update_without_polar_orthogonalization,27.832140685214405,1.0,True,an arbitrary matrix update does not saturate spectral/nuclear duality | |
| unequal_muon_block_learning_rates,0.7,0.5,True,different block scales do not instantiate the unweighted max-spectral composite norm | |
| adam_stability_constant_dominates_late_second_moment,0.05571854500521645,0.005,True,a large denominator constant destroys the no-stability-constant sign-like regime | |