TSC 2026 OFFICIAL STATISTICAL RECORD

Comprehensive Data Analysis Report

Full Empirical Findings Across the 79-Run Immersive Hardware-RNG Corpus
Authors: Mason Ulrika Borchard (Valdosta State / Ionosphere / Aegix), Danielle Caputi (Ionosphere), Timothy Beach (Aegix / Ionosphere)
Session: THU-2 (Mental Causation) Date: Oct 15, 2026 Corpus Scope: 2026-06-27 to 2026-10-05 SHA-256 Verified: 100% Passing
79
Valid Analyzed Runs
0 dropped runs / 0 corruptions
24,141
60-Second Periods
402.4 continuous hours
239.9 MB
Raw Throughput
251,595,724 raw bytes
15 / 79
Primary Shift Hits (p < .05)
19.0% vs ~5.0% expected (~4 runs)
11.31x
Peak Burst Odds Ratio
SOLO-25 (p < 0.0001)
1. Pooled Statistical Breakdown by Experimental Arm

The corpus comprises 5 distinct experimental strata. Analysis strictly avoids cross-arm pooling. Solo human runs represent the preregistered confirmatory arm, tested against matched controls and automated LLM operator sessions.

Experimental Arm Runs In-Win Periods Base Periods Mean |z| In Mean |z| Base Enrichment Δ Primary Shift p Burst In (%) Burst Base (%) Burst M-H Odds Ratio Placement p
Human Solo Operator (Full Arm) 36 4,923 5,911 0.8197 0.7883 +0.0314 p = 0.0062 301/4923 (6.1%) 246/5911 (4.2%) 1.49x p = 0.0002
Human Solo (Calibration Gate-Passing) 25 3,353 4,014 0.8148 0.8024 +0.0124 p = 0.2278 194/3353 (5.8%) 175/4014 (4.4%) 1.34x p = 0.0066
Human-LLM Companion (Exploratory) 9 1,240 1,432 0.7744 0.7578 +0.0166 p = 0.2535 58/1240 (4.7%) 53/1432 (3.7%) 1.25x p = 0.1222
LLM Operator (claude-fable-5) 5 785 725 0.8050 0.8401 -0.0351 p = 0.7994 43/785 (5.5%) 43/725 (5.9%) 0.74x p = 0.7534
Matched PRNG Scheduled Controls 2 300 408 0.8641 0.7228 +0.1413 p = 0.0224 24/300 (8.0%) 69/1651 (4.2%) 1.78x p = 0.1678
Legacy Deployments & Pilots 10 1,377 2,084 0.8054 0.8039 +0.0016 p = 0.4837 64/1377 (4.6%) 135/2804 (4.8%) 0.90x p = 0.7353
2. Top Statistically Significant Runs (p < 0.05) 15 Runs Identified
Run Identifier Date Arm Windows Mean |z| In Mean |z| Base Δ Enrich Shift p Burst In Burst Base Odds Ratio Fisher p Gate Disclosures
HUMAN-ARM-6H-INTERLEAVE-3 2026-07-26 legacy 0 0.9365 0.7598 0.1766 0.0123 15 / 150 2 / 161 8.83 0.0007 — None
HUMAN-ARM-SOLO-13 2026-08-16 solo 7 1.0469 0.6278 0.4191 < 0.0001 17 / 105 2 / 98 9.27 0.0005 FAIL TRUNCATION-DISCLOSURE.md
HUMAN-ARM-SOLO-14 2026-08-16 solo 10 0.9865 0.6787 0.3078 < 0.0001 18 / 150 3 / 179 8.00 0.0001 FAIL None
HUMAN-LLM-COMPANION-7 2026-08-18 companion 10 0.9478 0.6877 0.2602 0.0165 22 / 147 4 / 182 7.83 < 0.0001 FAIL None
HUMAN-ARM-SOLO-17 2026-08-20 solo 10 0.8733 0.7292 0.1441 0.0060 11 / 148 2 / 181 7.19 0.0039 FAIL None
HUMAN-ARM-SOLO-19 2026-08-21 solo 10 0.9362 0.7470 0.1892 0.0056 17 / 150 3 / 179 7.50 0.0003 PASS None
HUMAN-ARM-SOLO-20 2026-08-22 solo 10 0.8911 0.6931 0.1981 0.0372 15 / 150 3 / 180 6.56 0.0011 FAIL None
HUMAN-LLM-COMPANION-9 2026-08-23 companion 10 0.8288 0.6852 0.1437 0.0265 11 / 149 4 / 180 3.51 0.0329 FAIL None
HUMAN-ARM-SOLO-23 2026-08-25 solo 10 0.8858 0.7173 0.1686 < 0.0001 11 / 150 7 / 178 1.93 0.2253 FAIL None
LLM-ARM-OVERNIGHT 2026-08-25 llm 32 0.8295 0.6334 0.1961 0.0267 10 / 165 0 / 31 inf 0.3682 FAIL None
HUMAN-ARM-SOLO-25 2026-08-26 solo 10 0.9497 0.6801 0.2696 < 0.0001 17 / 150 2 / 179 11.31 < 0.0001 FAIL None
HUMAN-ARM-SOLO-37 2026-09-19 solo 10 0.8785 0.7632 0.1153 0.0295 12 / 150 8 / 169 1.75 0.2544 PASS ATTENDANCE-CONFIRMED.md
HUMAN-ARM-SOLO-38 2026-09-25 solo 4 1.0107 0.8185 0.1922 0.0047 9 / 60 3 / 119 6.82 0.0030 PASS ATTENDANCE-CONFIRMED.md
HUMAN-ARM-SOLO-39 2026-09-27 solo 10 0.9426 0.7443 0.1983 0.0220 10 / 149 7 / 180 1.78 0.3188 FAIL None
CONTROL-ARM-PRNG-SCHED-1 2026-09-29 control 10 0.9228 0.7266 0.1962 0.0383 15 / 150 11 / 202 1.93 0.1480 PASS CONTROL-DESIGN.md
3. Master Empirical Corpus Table (All 79 Runs) Use filters below to inspect subsets
# Run ID Date Arm Periods Bytes Win Mean |z| In Mean |z| Base Δ Enrich Shift p Burst In (%) Burst Base (%) Place p Odds Ratio Fisher p Gate Feedback Δ
1 PLACEBO-DRYRUN 2026-06-27 control 45 462,010 0 — — — — — — — — — FAIL —
2 CONTROL-ARM 2026-06-28 control 32 356,660 0 — — — — — — — — — FAIL —
3 CONTROL-ARM 2026-06-28 control 783 8,668,600 0 — — — — — — — — — PASS —
4 TRNG-FORWARDER-VERIFY 2026-07-07 other 81 879,600 0 — — — — — — — — — PASS —
5 LLM-PILOT-LIVE 2026-07-07 llm 779 8,258,600 24 0.7593 0.8270 -0.0678 0.8294 3.3% 5.8% 0.8525 0.55 0.3769 PASS —
6 HUMAN-ARM-12H-LIVE 2026-07-10 legacy 721 7,724,200 13 0.8284 0.8400 -0.0115 0.5709 10.0% 6.3% 0.1904 1.64 0.3083 FAIL —
7 HUMAN-ARM-12H-LIVE-2 2026-07-11 legacy 720 7,567,450 0 — — — — — — — — — PASS —
8 HUMAN-ARM-12H-INTERLEAVE 2026-07-20 legacy 727 7,252,360 10 0.8068 0.7824 0.0245 0.2759 4.0% 4.5% 0.6456 0.87 1.0000 PASS -0.1314
9 HUMAN-ARM-6H-INTERLEAVE-2 2026-07-23 legacy 313 2,996,627 10 0.8516 0.7903 0.0613 0.1415 4.4% 4.6% 0.5594 0.96 1.0000 FAIL 0.2204
10 HUMAN-ARM-6H-INTERLEAVE-3 2026-07-26 legacy 361 3,755,403 0 0.9365 0.7598 0.1766 0.0123 10.0% 1.2% 0.0078 8.83 0.0007 — -0.0010
11 HUMAN-ARM-6H-INTERLEAVE-4 2026-07-27 legacy 361 3,760,945 10 0.9510 0.6679 0.2832 0.0593 10.7% 1.2% 0.0278 9.49 0.0004 FAIL -0.0782
12 HUMAN-ARM-6H-INTERLEAVE-5 2026-07-28 legacy 360 3,749,559 10 0.9006 0.8953 0.0053 0.4515 8.7% 9.4% 0.6142 0.92 0.8458 FAIL 0.0053
13 HUMAN-ARM-6H-LIVESTREAM-6 2026-07-28 legacy 361 3,756,372 10 0.7625 0.8286 -0.0661 0.9083 4.7% 4.9% 0.6742 0.95 1.0000 PASS -0.0464
14 HUMAN-ARM-6H-LIVESTREAM-7 2026-07-29 legacy 358 3,723,404 6 0.7871 0.7733 0.0138 0.3948 3.3% 2.1% 0.3592 1.61 0.6885 FAIL -0.0072
15 HUMAN-ARM-6H-LIVESTREAM-8 2026-07-30 legacy 360 3,750,307 10 0.7938 0.7335 0.0603 0.1033 5.4% 2.5% 0.2019 2.23 0.2430 FAIL -0.0065
16 HUMAN-ARM-6H-LIVESTREAM-9 2026-07-31 legacy 360 3,749,865 10 0.7526 0.8375 -0.0848 0.9201 2.7% 6.9% 0.9164 0.37 0.1124 PASS -0.0557
17 HUMAN-ARM-6H-10 2026-08-01 legacy 360 3,749,644 10 0.8291 0.7997 0.0294 0.2616 3.4% 4.3% 0.8296 0.76 0.7721 PASS -0.2366
18 HUMAN-ARM-6H-11 2026-08-02 legacy 360 3,748,879 10 0.8155 0.7354 0.0801 0.1383 7.3% 3.8% 0.1271 2.03 0.2138 PASS 0.1589
19 HUMAN-ARM-6H-LIVESTREAM-12B 2026-08-04 legacy 360 3,749,678 10 0.7656 0.8447 -0.0791 0.7845 2.0% 7.5% 0.9718 0.25 0.0323 FAIL -0.0653
20 LLM-ARM-OVERNIGHT 2026-08-04 llm 270 2,815,361 32 0.8510 0.7291 0.1219 0.0876 7.9% 6.1% 0.3143 1.33 1.0000 FAIL —
21 HUMAN-LLM-COMPANION-2 2026-08-05 companion 380 3,957,168 10 0.6804 0.7516 -0.0712 0.9222 1.3% 3.3% 0.7910 0.39 0.2995 PASS 0.1234
22 HUMAN-ARM-SOLO 2026-08-06 solo 354 3,704,899 10 0.8230 0.8151 0.0079 0.4576 4.0% 3.2% 0.3614 1.24 0.7677 PASS 0.0433
23 HUMAN-ARM-SOLO-2 2026-08-07 solo 380 3,956,794 10 0.7097 0.8541 -0.1443 0.9547 3.3% 5.0% 0.8149 0.66 0.5866 PASS 0.0333
24 HUMAN-ARM-SOLO-3 2026-08-07 solo 380 3,957,372 10 0.8965 0.8635 0.0330 0.3636 7.3% 6.7% 0.4422 1.11 0.8313 PASS 0.0651
25 HUMAN-ARM-SOLO-4 2026-08-08 solo 380 3,955,944 10 0.7911 0.7451 0.0460 0.3492 8.7% 3.9% 0.0424 2.35 0.1030 FAIL 0.0272
26 HUMAN-ARM-SOLO-5 2026-08-09 solo 380 3,956,794 10 0.7738 0.7823 -0.0085 0.5199 4.7% 6.6% 0.6105 0.69 0.4873 PASS -0.0281
27 HUMAN-LLM-COMPANION-3 2026-08-10 solo 380 3,956,811 10 0.8636 0.7580 0.1056 0.1435 6.0% 3.9% 0.1652 1.60 0.4429 PASS 0.0826
28 HUMAN-ARM-SOLO-6 2026-08-10 solo 380 3,957,117 10 0.8126 0.7728 0.0398 0.2849 5.3% 1.1% 0.0163 5.01 0.0477 FAIL 0.1279
29 HUMAN-ARM-SOLO-7 2026-08-12 solo 380 3,956,964 10 0.6817 0.8221 -0.1404 0.9759 2.0% 3.9% 0.7475 0.50 0.3569 PASS -0.0275
30 HUMAN-ARM-SOLO-8 2026-08-13 solo 379 3,944,201 10 0.8302 0.7837 0.0465 0.2078 4.0% 3.4% 0.3978 1.20 0.7761 PASS 0.0149
31 HUMAN-ARM-SOLO-9 2026-08-14 solo 379 3,944,949 10 0.7914 0.8264 -0.0350 0.7519 4.7% 5.0% 0.6161 0.92 1.0000 PASS 0.1217
32 HUMAN-ARM-SOLO-10 2026-08-14 solo 379 3,943,521 10 0.8192 0.7503 0.0689 0.1453 4.7% 3.3% 0.2664 1.42 0.5797 FAIL -0.0532
33 HUMAN-ARM-SOLO-11 2026-08-15 solo 379 3,944,133 10 0.8296 0.7442 0.0854 0.1126 6.0% 3.4% 0.0793 1.84 0.2949 PASS 0.0814
34 HUMAN-ARM-SOLO-12 2026-08-15 solo 380 3,958,596 10 0.7851 0.8399 -0.0548 0.8203 4.0% 4.4% 0.5475 0.91 1.0000 PASS -0.0026
35 HUMAN-ARM-SOLO-13 2026-08-16 solo 235 2,450,443 7 1.0469 0.6278 0.4191 < 0.0001 16.2% 2.0% 0.0054 9.27 0.0005 FAIL 0.0992
36 HUMAN-ARM-SOLO-14 2026-08-16 solo 379 3,943,147 10 0.9865 0.6787 0.3078 < 0.0001 12.0% 1.7% 0.0029 8.00 0.0001 FAIL 0.1736
37 HUMAN-LLM-COMPANION-4 2026-08-17 companion 378 3,933,002 10 0.7012 0.6967 0.0045 0.4645 3.4% 3.9% 0.6237 0.85 1.0000 FAIL 0.0625
38 HUMAN-LLM-COMPANION-5 2026-08-17 companion 199 2,076,026 5 0.7612 0.7041 0.0571 0.2790 1.3% 2.0% 0.8878 0.66 1.0000 FAIL -0.1157
39 HUMAN-LLM-COMPANION-6 2026-08-18 companion 379 3,944,439 10 0.8923 0.7542 0.1380 0.0827 10.7% 1.1% < 0.0001 10.63 0.0001 FAIL -0.0772
40 HUMAN-LLM-COMPANION-7 2026-08-18 companion 379 3,943,997 10 0.9478 0.6877 0.2602 0.0165 15.0% 2.2% 0.0168 7.83 < 0.0001 FAIL -0.1566
41 HUMAN-LLM-COMPANION-8 2026-08-19 companion 379 3,944,575 10 0.7733 0.7864 -0.0131 0.5387 3.4% 4.4% 0.7166 0.75 0.7783 PASS 0.0494
42 HUMAN-ARM-SOLO-15 2026-08-19 solo 379 3,945,000 10 0.8513 0.8303 0.0210 0.4208 8.0% 5.0% 0.2463 1.64 0.3656 PASS -0.0165
43 HUMAN-ARM-SOLO-16 2026-08-20 solo 379 3,944,371 10 0.7951 0.8317 -0.0366 0.6230 3.4% 3.3% 0.5113 1.01 1.0000 PASS 0.0982
44 HUMAN-ARM-SOLO-17 2026-08-20 solo 379 3,944,949 10 0.8733 0.7292 0.1441 0.0060 7.4% 1.1% 0.0055 7.19 0.0039 FAIL 0.1125
45 HUMAN-ARM-SOLO-18 2026-08-21 solo 379 3,944,728 10 0.8025 0.7881 0.0144 0.4152 8.0% 3.4% 0.0870 2.51 0.0875 PASS -0.0337
46 HUMAN-ARM-SOLO-19 2026-08-21 solo 379 3,944,864 10 0.9362 0.7470 0.1892 0.0056 11.3% 1.7% 0.0034 7.50 0.0003 PASS -0.1750
47 HUMAN-ARM-SOLO-20 2026-08-22 solo 379 3,945,510 10 0.8911 0.6931 0.1981 0.0372 10.0% 1.7% 0.0139 6.56 0.0011 FAIL -0.0656
48 HUMAN-ARM-SOLO-21 2026-08-22 solo 379 3,945,680 10 0.8066 0.8019 0.0047 0.4918 6.0% 5.0% 0.4062 1.22 0.8086 FAIL -0.0284
49 HUMAN-LLM-COMPANION-9 2026-08-23 companion 379 3,944,949 10 0.8288 0.6852 0.1437 0.0265 7.4% 2.2% 0.0538 3.51 0.0329 FAIL 0.0126
50 HUMAN-LLM-COMPANION-10 2026-08-24 companion 379 3,945,578 10 0.7725 0.8267 -0.0542 0.8251 5.3% 6.2% 0.6478 0.86 0.8160 PASS 0.0121
51 HUMAN-ARM-SOLO-22 2026-08-25 solo 359 3,734,280 10 0.9064 0.8155 0.0910 0.1796 8.7% 7.5% 0.3634 1.18 0.8351 PASS -0.0302
52 HUMAN-ARM-SOLO-23 2026-08-25 solo 378 3,941,600 10 0.8858 0.7173 0.1686 < 0.0001 7.3% 3.9% 0.0894 1.93 0.2253 FAIL 0.1304
53 LLM-ARM-OVERNIGHT 2026-08-25 llm 270 2,815,004 32 0.8295 0.6334 0.1961 0.0267 6.1% 0.0% 0.0265 inf 0.3682 FAIL —
54 HUMAN-ARM-SOLO-24 2026-08-26 solo 373 3,884,436 10 0.7935 0.7821 0.0114 0.4202 6.0% 1.7% 0.1040 3.62 0.0729 PASS -0.0529
55 HUMAN-ARM-SOLO-25 2026-08-26 solo 379 3,944,660 10 0.9497 0.6801 0.2696 < 0.0001 11.3% 1.1% < 0.0001 11.31 < 0.0001 FAIL -0.0349
56 HUMAN-ARM-SOLO-26 2026-08-27 solo 379 3,944,507 10 0.9280 0.7747 0.1533 0.0746 8.0% 3.4% 0.1005 2.51 0.0875 PASS -0.1288
57 CONTROL-ARM-PRNG-1 2026-08-28 control 383 3,987,161 0 — — — — — — — — — PASS —
58 HUMAN-ARM-SOLO-27 2026-08-28 solo 84 879,363 2 0.7976 0.7775 0.0201 0.4312 6.9% 2.2% 0.2642 3.26 0.5571 PASS -0.0790
59 HUMAN-ARM-SOLO-28 2026-08-29 solo 275 2,863,587 10 0.8135 0.8200 -0.0065 0.5441 6.8% 6.7% 0.5059 1.00 1.0000 PASS 0.1060
60 HUMAN-ARM-SOLO-29 2026-08-30 solo 379 3,945,680 10 0.7516 0.8041 -0.0525 0.7361 4.7% 3.9% 0.4384 1.20 0.7886 PASS -0.0481
61 HUMAN-ARM-SOLO-30 2026-08-30 solo 379 3,944,643 10 0.7463 0.7693 -0.0229 0.6538 6.0% 4.4% 0.2516 1.38 0.6192 FAIL 0.0406
62 HUMAN-ARM-SOLO-31 2026-08-31 solo 379 3,945,238 10 0.7661 0.7451 0.0210 0.2942 6.7% 2.8% 0.0356 2.50 0.1134 FAIL 0.0624
63 HUMAN-ARM-SOLO-32 2026-09-01 solo 379 3,945,238 10 0.7591 0.7561 0.0029 0.4968 4.7% 6.2% 0.7338 0.75 0.6319 PASS -0.0343
64 HUMAN-ARM-SOLO-33 2026-09-01 solo 379 3,944,915 10 0.7469 0.7700 -0.0231 0.6762 2.7% 5.6% 0.9675 0.46 0.2738 PASS 0.1228
65 HUMAN-LLM-COMPANION-11 2026-09-02 companion 380 3,959,667 10 0.7558 0.7703 -0.0145 0.5507 4.6% 3.3% 0.3380 1.42 0.5793 PASS 0.0080
66 LLM-ARM-OVERNIGHT 2026-09-03 llm 270 2,816,109 32 0.7844 0.8880 -0.1036 0.8234 4.7% 10.0% 0.9540 0.45 0.2195 FAIL —
67 HUMAN-LLM-COMPANION-12 2026-09-03 companion 379 3,943,861 10 0.8666 0.7769 0.0897 0.0611 6.0% 3.9% 0.1774 1.59 0.4435 PASS 0.0304
68 LLM-ARM-OVERNIGHT 2026-09-03 llm 270 2,815,004 32 0.7894 1.1159 -0.3264 1.0000 4.8% 10.0% 0.9658 0.46 0.3792 FAIL —
69 HUMAN-LLM-COMPANION-13 2026-09-04 companion 214 2,232,774 8 0.8380 0.8056 0.0325 0.4024 8.6% 2.8% 0.0965 3.27 0.1360 PASS 0.1564
70 HUMAN-ARM-SOLO-34 2026-09-09 solo 199 2,074,394 4 0.7973 0.7453 0.0519 0.2647 5.0% 2.5% 0.2201 2.05 0.4018 PASS -0.0941
71 HUMAN-ARM-SOLO-N 2026-09-10 solo 378 3,938,340 10 0.8279 0.8269 0.0010 0.4894 7.3% 3.9% 0.1168 1.93 0.2253 PASS -0.0165
72 HUMAN-ARM-SOLO-36 2026-09-13 solo 379 3,943,504 10 0.8300 0.8559 -0.0259 0.7031 6.7% 6.7% 0.5069 1.01 1.0000 FAIL 0.0435
73 HUMAN-ARM-SOLO-37 2026-09-19 solo 369 3,842,326 10 0.8785 0.7632 0.1153 0.0295 8.0% 4.7% 0.1227 1.75 0.2544 PASS 0.0735
74 HUMAN-ARM-SOLO-38 2026-09-25 solo 199 2,075,516 4 1.0107 0.8185 0.1922 0.0047 15.0% 2.5% 0.0167 6.82 0.0030 PASS 0.0227
75 HUMAN-ARM-SOLO-39 2026-09-27 solo 379 3,942,671 10 0.9426 0.7443 0.1983 0.0220 6.7% 3.9% 0.0577 1.78 0.3188 FAIL -0.0522
76 HUMAN-ARM-SOLO-40 2026-09-28 solo 199 2,073,034 5 0.7309 0.7585 -0.0276 0.6915 4.0% 6.0% 0.7560 0.66 0.7346 FAIL 0.0825
77 CONTROL-ARM-PRNG-SCHED-1 2026-09-29 control 402 4,181,310 10 0.9228 0.7266 0.1962 0.0383 10.0% 5.5% 0.3043 1.93 0.1480 PASS 0.0181
78 HUMAN-ARM-SOLO-41 2026-10-03 solo 199 2,072,660 5 0.7798 0.8005 -0.0206 0.6380 5.3% 7.1% 0.6677 0.74 0.7592 PASS -0.2061
79 CONTROL-ARM-PRNG-SCHED-2 2026-10-05 control 381 3,966,888 10 0.8054 0.7189 0.0865 0.1276 6.0% 3.9% 0.1866 1.58 0.4517 PASS 0.0884
4. Methodological Protocols & Reproducibility

1. Hardware Signal Conditioning:

  • Avalanche-noise hardware source: ubld.it TrueRNG v3 generating entropy via reverse-biased Zener diode avalanche breakdown.
  • Post-whitener: Hardware Galois-field 20:8 mixer operates deterministically upstream of host USB serial transfer. The whitener strictly destroys structure rather than generating it.

2. Statistical Analysis Rules:

  • Primary Endpoint: Circular-shift permutation test ($N=20,000$ draws) on in-window vs. baseline mean $|z|$, preserving exact temporal dependence and autocorrelation without Gaussian IID assumptions (Harris 2020).
  • Secondary Endpoint: Placement permutation test on burst rates ($|z| \ge 1.96$) & Mantel-Haenszel stratified odds ratios.
  • Post-Window Buffer ($K=5$): The 5 sixty-second periods (5 minutes) immediately following each window are dropped from baseline estimation to prevent absorption carryover contamination.
  • Sealing & Pre-Commitment: Session window schedules were committed via SHA-256 digests prior to data acquisition, closing start-timing Decision Augmentation Theory (DAT) channels (May et al. 1995).