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Last modified by Robert Schaub on 2025/12/24 21:53
From version 1.1
edited by Robert Schaub
on 2025/12/18 12:03
Change comment: Imported from XAR
To version 2.1
edited by Robert Schaub
on 2025/12/24 21:53
Change comment: Imported from XAR

Summary

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Content
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2 2  
3 3  {{mermaid}}
4 4  graph LR
5 - subgraph "Quality Assurance Evolution"
6 - QA1["Initial: High Sampling<br/>Higher rates for Tier A<br/>Moderate rates for Tier B<br/>Lower rates for Tier C"]
7 - QA2["Intermediate: Strategic Sampling<br/>Focus on high-value learning<br/>Sample new domains more<br/>Reduce routine sampling"]
8 - QA3["Mature: Anomaly-Triggered<br/>Sample based on metrics<br/>Investigate unusual patterns<br/>Strategic domain sampling"]
9 -
10 - QA1 --> QA2
11 - QA2 --> QA3
12 - end
13 -
14 - subgraph "POC: Proof of Concept"
15 - POC["POC Features<br/>- Tier C Only<br/>- Basic AKEL Processing<br/>- Simple Risk Classification<br/>- High Audit Sampling"]
16 - end
17 -
18 - subgraph "Release 0.5: Limited Production"
19 - R05["R0.5 Features<br/>- Tier A/B/C Published<br/>- All auto-publication<br/>- Risk Labels Active<br/>- Contradiction Detection<br/>- Sampling-Based QA"]
20 - end
21 -
22 - subgraph "Release 1.0: Full Production"
23 - R10["R1.0 Features<br/>- Comprehensive AI Publication<br/>- Strategic Audits Only<br/>- Federated Nodes (Beta)<br/>- Cross-Node Data Sharing<br/>- Mature Algorithm Performance"]
24 - end
25 -
26 - subgraph "Future: Distributed Intelligence"
27 - Future["Future Features<br/>- Advanced Pattern Detection<br/>- Global Contradiction Network<br/>- Minimal Human QA (Anomalies Only)<br/>- Full Federation"]
28 - end
29 -
30 - POC --> R05
31 - R05 --> R10
32 - R10 --> Future
33 -
34 - style POC fill:#e1f5ff
35 - style R05 fill:#d4edff
36 - style R10 fill:#c7e5ff
37 - style Future fill:#baddff
5 + subgraph "Quality Assurance Evolution"
6 + QA1["Initial: High Sampling<br/>Higher rates for Tier A<br/>Moderate rates for Tier B<br/>Lower rates for Tier C"]
7 + QA2["Intermediate: Strategic Sampling<br/>Focus on high-value learning<br/>Sample new domains more<br/>Reduce routine sampling"]
8 + QA3["Mature: Anomaly-Triggered<br/>Sample based on metrics<br/>Investigate unusual patterns<br/>Strategic domain sampling"]
9 +
10 + QA1 --> QA2
11 + QA2 --> QA3
12 + end
13 +
14 + subgraph "POC: Proof of Concept"
15 + POC["POC Features<br/>- Tier C Only<br/>- Basic AKEL Processing<br/>- Simple Risk Classification<br/>- High Audit Sampling"]
16 + end
17 +
18 + subgraph "Release 0.5: Limited Production"
19 + R05["R0.5 Features<br/>- Tier A/B/C Published<br/>- All auto-publication<br/>- Risk Labels Active<br/>- Contradiction Detection<br/>- Sampling-Based QA"]
20 + end
21 +
22 + subgraph "Release 1.0: Full Production"
23 + R10["R1.0 Features<br/>- Comprehensive AI Publication<br/>- Strategic Audits Only<br/>- Federated Nodes (Beta)<br/>- Cross-Node Data Sharing<br/>- Mature Algorithm Performance"]
24 + end
25 +
26 + subgraph "Future: Distributed Intelligence"
27 + Future["Future Features<br/>- Advanced Pattern Detection<br/>- Global Contradiction Network<br/>- Minimal Human QA (Anomalies Only)<br/>- Full Federation"]
28 + end
29 +
30 + POC --> R05
31 + R05 --> R10
32 + R10 --> Future
33 +
34 + style POC fill:#e1f5ff
35 + style R05 fill:#d4edff
36 + style R10 fill:#c7e5ff
37 + style Future fill:#baddff
38 38  {{/mermaid}}
39 39  
40 40  **Automation Philosophy:** At all stages, AKEL publishes automatically. Humans improve algorithms, not review content.