{ "seed": 20261023, "python": "3.12.14 (main, Aug 25 2026, 14:00:49) [Clang 22.1.3 ]", "numpy": "2.3.5", "scipy": "1.17.0", "sympy": "1.14.0", "unit_test_methods": 40, "exact_family_sizes": 5, "generic_instruments": 30, "extra_exact_words": 360, "factor_two_cases": 6, "long_histories": 128, "long_history_steps": 32768, "max_exact_history_error": 2.0816681711721685e-17, "max_LP_update_error": 2.886579864025407e-14, "max_quantized_error": 0.0001369203247554233, "quantized_uniform_bound": 0.00013950892857142856, "perturbed_histories": 72, "hidden_reconstruction_sizes": 3, "claims": "Finite mathematical checks; no language-model training or broad RSI superiority experiment." }