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Wiki source code of AKEL Architecture Mermaid

Version 1.1 by Robert Schaub on 2025/12/18 12:03
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1 {{mermaid}}
2 graph TB
3 START[User Submits Claim] --> PARSE[Parse & Extract<br/>Components<br/>2-3 seconds]
4 PARSE --> PARALLEL{Parallel<br/>Processing}
5 PARALLEL -->|Branch 1| EVIDENCE[Evidence Gathering<br/>Web + DB search<br/>5-10 seconds]
6 PARALLEL -->|Branch 2| SOURCES[Source Checking<br/>Track record lookup<br/>2-3 seconds]
7 PARALLEL -->|Branch 3| SCENARIOS[Extract Scenarios<br/>From evidence context<br/>3-5 seconds]
8 EVIDENCE --> VERDICT[Synthesize Verdict<br/>Compile evidence per scenario<br/>2-3 seconds]
9 SOURCES --> VERDICT
10 SCENARIOS --> VERDICT
11 VERDICT --> RISK[Calculate Risk<br/>Assess harm & controversy<br/>1-2 seconds]
12 RISK --> PUBLISH[Publish Immediately<br/>No approval gates]
13 PUBLISH --> METRICS[Update Metrics<br/>Background]
14 LLM[LLM APIs<br/>Claude/GPT/Local<br/>Orchestration Layer] -.->|Used by| PARSE
15 LLM -.->|Used by| EVIDENCE
16 LLM -.->|Used by| SCENARIOS
17 LLM -.->|Used by| VERDICT
18 LLM -.->|Used by| RISK
19 style PARSE fill:#ffcccc
20 style EVIDENCE fill:#ccffcc
21 style SOURCES fill:#ccffcc
22 style SCENARIOS fill:#ccffcc
23 style VERDICT fill:#ffcccc
24 style RISK fill:#ffcccc
25 style PUBLISH fill:#ccccff
26 style LLM fill:#ffffcc
27 {{/mermaid}}
28
29 **AKEL Pipeline with Parallel Processing** - Parse claim (2-3s), then process evidence/sources/scenarios in parallel (max 5-10s), synthesize verdict (2-3s), calculate risk (1-2s). Total: 10-18 seconds (vs 15-30s sequential). Multiple LLM providers supported via orchestration layer for redundancy and cross-checking. No approval gates - immediate publication.