TFPT scientific source excerpt
Original repository path: experiments/theory-contracts/collective-native-marginal-origin-20261026/baseline_machine_evidence/baseline_summary.json
Original file SHA-256: d114244dd760bdadf412011e504c8c858ecfde8234421216372f6e2bd131c8e8
Inclusive original lines: 1-182
Line numbers below refer to the original source.
This bounded excerpt is source evidence; it is not a new proof/checker run.
Conversation metadata and personal execution details are omitted where indicated.

000001 | {
000002 |   "scope": "Finite experiment of the declared feedback rule",
000003 |   "measured_checks": [
000004 |     "Original signed Gram spectrum: 0^25, 1.5^30, 3^5",
000005 |     "Save, cold load, random perturbation and continuation reproduce the exact state",
000006 |     "With feedback=0, learning cannot affect the signal trajectory",
000007 |     "All 60 signal vectors retain unit norm after perturbation and recursion"
000008 |   ],
000009 |   "comparisons": [
000010 |     {
000011 |       "name": "recursive",
000012 |       "final": {
000013 |         "step": 10000,
000014 |         "effective_rank": 3.7940762025033217,
000015 |         "code_weight": 0.9806737795936463,
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000017 |         "change": 0.00037711895812589933,
000018 |         "memory_change": 0.0002329415562764602,
000019 |         "quantization_error": 0.1676125339559536,
000020 |         "winners": 15,
000021 |         "zero_cells": 0
000022 |       }
000023 |     },
000024 |     {
000025 |       "name": "no_feedback",
000026 |       "final": {
000027 |         "step": 10000,
000028 |         "effective_rank": 4.999820042582891,
000029 |         "code_weight": 0.9992813498585194,
000030 |         "alignment": 0.18645531840953053,
000031 |         "change": 5.2435628447247467e-17,
000032 |         "memory_change": 5.014657074483576e-19,
000033 |         "quantization_error": 0.2043938732598812,
000034 |         "winners": 15,
000035 |         "zero_cells": 0
000036 |       }
000037 |     },
000038 |     {
000039 |       "name": "frozen_memory",
000040 |       "final": {
000041 |         "step": 10000,
000042 |         "effective_rank": 18.335829143490262,
000043 |         "code_weight": 0.6388766374037488,
000044 |         "alignment": 0.0706271281985856,
000045 |         "change": 4.372440768516162e-17,
000046 |         "memory_change": 0.0,
000047 |         "quantization_error": 0.5287124927527781,
000048 |         "winners": 60,
000049 |         "zero_cells": 0
000050 |       }
000051 |     },
000052 |     {
000053 |       "name": "no_interaction",
000054 |       "final": {
000055 |         "step": 10000,
000056 |         "effective_rank": 1.0000000000000022,
000057 |         "code_weight": 0.07348412994425568,
000058 |         "alignment": 1.0000000000000004,
000059 |         "change": 3.241118760016279e-17,
000060 |         "memory_change": 1.6781801300352304e-20,
000061 |         "quantization_error": 0.0,
000062 |         "winners": 5,
000063 |         "zero_cells": 0
000064 |       }
000065 |     },
000066 |     {
000067 |       "name": "absolute",
000068 |       "final": {
000069 |         "step": 10000,
000070 |         "effective_rank": 1.0000000000000022,
000071 |         "code_weight": 0.10458306653218692,
000072 |         "alignment": 1.0000000000000002,
000073 |         "change": 2.7192923802309162e-17,
000074 |         "memory_change": 5.5221273786586294e-18,
000075 |         "quantization_error": 0.0,
000076 |         "winners": 3,
000077 |         "zero_cells": 0
000078 |       }
000079 |     },
000080 |     {
000081 |       "name": "exact_start",
000082 |       "final": {
000083 |         "step": 10000,
000084 |         "effective_rank": 3.794195251245249,
000085 |         "code_weight": 0.9813609040874441,
000086 |         "alignment": 0.2634596552062414,
000087 |         "change": 0.0003771189581258943,
000088 |         "memory_change": 0.00023294155627646005,
000089 |         "quantization_error": 0.16761253395595205,
000090 |         "winners": 15,
000091 |         "zero_cells": 0
000092 |       }
000093 |     }
000094 |   ],
000095 |   "twenty_seeds": {
000096 |     "count": 20,
000097 |     "steps_each": 5000,
000098 |     "effective_rank_min": 3.4581579403625318,
000099 |     "effective_rank_max": 4.999946251896949,
000100 |     "code_weight_min": 0.9795156979549231,
000101 |     "code_weight_max": 0.9845365614969399
000102 |   },
000103 |   "perturbation": [
000104 |     {
000105 |       "after_perturbation": 0,
000106 |       "population_distance": 0.017589667747062193,
000107 |       "signal_rms_distance": 0.09890548995915659,
000108 |       "code_weight": 0.9719220012201802,
000109 |       "effective_rank": 4.037918480010311
000110 |     },
000111 |     {
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000115 |       "code_weight": 0.9778964330710925,
000116 |       "effective_rank": 3.866465587421961
000117 |     },
000118 |     {
000119 |       "after_perturbation": 10,
000120 |       "population_distance": 0.007692243184470427,
000121 |       "signal_rms_distance": 0.011822426395662868,
000122 |       "code_weight": 0.9803539006807452,
000123 |       "effective_rank": 3.7936259397009815
000124 |     },
000125 |     {
000126 |       "after_perturbation": 100,
000127 |       "population_distance": 0.007528529485056072,
000128 |       "signal_rms_distance": 0.010766726516451254,
000129 |       "code_weight": 0.980345106289443,
000130 |       "effective_rank": 3.7939830290446834
000131 |     },
000132 |     {
000133 |       "after_perturbation": 1000,
000134 |       "population_distance": 0.007583753425663033,
000135 |       "signal_rms_distance": 0.010822546686800742,
000136 |       "code_weight": 0.9799130001532791,
000137 |       "effective_rank": 3.79406383823064
000138 |     },
000139 |     {
000140 |       "after_perturbation": 5000,
000141 |       "population_distance": 0.007922276557786498,
000142 |       "signal_rms_distance": 0.01101183878763258,
000143 |       "code_weight": 0.9800612886171503,
000144 |       "effective_rank": 3.794051791540228
000145 |     }
000146 |   ],
000147 |   "long_run_final": {
000148 |     "step": 100000,
000149 |     "effective_rank": 3.7940773260773026,
000150 |     "code_weight": 0.9810936913359994,
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000153 |     "memory_change": 0.00023294155627645824,
000154 |     "quantization_error": 0.16761253395594197,
000155 |     "winners": 15,
000156 |     "zero_cells": 0,
000157 |     "probe_a": -0.07531524746495692,
000158 |     "probe_b": 0.0856568633779492,
000159 |     "signal_distance_from_start": 1.4287988399286902
000160 |   },
000161 |   "frozen_response_modes": [
000162 |     {
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000164 |       "imag": 0.0005609379408078401,
000165 |       "modulus": 0.9999999999999997,
000166 |       "frozen_response_period_steps": 11201.212327746307
000167 |     },
000168 |     {
000169 |       "real": 0.999999995261218,
000170 |       "imag": 9.735277492163257e-05,
000171 |       "modulus": 0.9999999999999993,
000172 |       "frozen_response_period_steps": 64540.38215461825
000173 |     }
000174 |   ],
000175 |   "frozen_1000_step_error": 5.475872692108719e-14,
000176 |   "audit": {
000177 |     "stored_checkpoints_match_measurements": true,
000178 |     "cold_restore_perturb_continue_rechecked": true,
000179 |     "long_runs_reexecuted_this_audit": false
000180 |   },
000181 |   "physical_gates_closed": []
000182 | }