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Changes for page POC Specification

Last modified by Robert Schaub on 2025/12/24 10:00
From version 2.1
edited by Robert Schaub
on 2025/12/23 18:49
Change comment: Imported from XAR
To version 3.3
edited by Robert Schaub
on 2025/12/24 09:59
Change comment: Renamed back-links.

Summary

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Content
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5 5  **Core Philosophy:** Prove the AKEL automation works before building production features. Each POC phase validates critical technical capabilities.
6 6  
7 7  {{warning}}
8 -**Critical Innovation in POC1 - Context-Aware Analysis:**
8 +**Critical Innovation in POC1 Context-Aware Analysis:**
9 9  
10 10  POC1 tests whether AI can understand that an article's overall credibility is not simply the average of its individual claim verdicts. An article with mostly accurate facts can still be misleading if it draws unsupported conclusions.
11 11  
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15 15  
16 16  == POC Phase Navigation ==
17 17  
18 -* **[[POC Requirements>>Test.FactHarbor.Specification.POC.Requirements]]** - Complete POC1 & POC2 specification (v4.0)
19 -* **[[POC Summary>>Test.FactHarbor.Specification.POC.Summary]]** - Executive overview
20 -* **[[Article Verdict Problem>>Test.FactHarbor.Specification.POC.Article-Verdict-Problem]]** - Why context-aware analysis matters
18 +* **[[POC Requirements>>Test.FactHarbor.Specification.POC.Requirements]]** Complete POC1 & POC2 specification (v4.0)
19 +* **[[POC Summary>>Test.FactHarbor.Specification.POC.Summary]]** Executive overview
20 +* **[[Article Verdict Problem>>Test.FactHarbor.Specification.POC.Article-Verdict-Problem]]** Why context-aware analysis matters
21 21  
22 -
23 23  == Roadmap Navigation ==
24 24  
25 -* **[[POC1 Roadmap>>Test.FactHarbor.Roadmap.POC1.WebHome]]** - Core Workflow with Quality Gates
26 -* **[[POC2 Roadmap>>Test.FactHarbor.Roadmap.POC2.WebHome]]** - Robust Quality & Reliability
27 -* **[[Requirements Roadmap Matrix>>Test.FactHarbor.Roadmap.Requirements-Roadmap-Matrix.WebHome]]** - Phase assignments
24 +* **[[POC1 Roadmap>>Test.FactHarbor V0\.9\.100 incremental.Roadmap.POC1.WebHome]]** Core Workflow with Quality Gates
25 +* **[[POC2 Roadmap>>Test.FactHarbor V0\.9\.100 incremental.Roadmap.POC2.WebHome]]** Robust Quality & Reliability
26 +* **[[Requirements Roadmap Matrix>>Test.FactHarbor.Roadmap.Requirements-Roadmap-Matrix.WebHome]]** Phase assignments
28 28  
29 -
30 30  == Key Specifications ==
31 31  
32 32  **POC1 Goal:** Prove AI can extract claims and evaluate them with context-aware analysis
33 33  
34 34  **POC1 Output:** 5 components
33 +
35 35  1. Analysis Summary (context-aware, 4-6 sentences)
36 36  2. Claims Identification (3-5 claims)
37 37  3. Claims Verdicts (verdict + confidence + reasoning)
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39 39  5. Usage Statistics (cost tracking)
40 40  
41 41  **POC1 Philosophy:**
41 +
42 42  * Context-aware analysis (article ≠ sum of claims)
43 43  * Cost efficiency tracking (viable at scale)
44 44  * Fail-fast learning (test critical capabilities)
45 45  
46 46  **POC1 Success Criteria:**
47 +
47 47  * AI quality ≥70% (including context-aware assessment)
48 48  * Cost per analysis <$0.05 (target)
49 49  * Minimal manual editing (<30%)
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63 63  | User Contributions | ❌ Read-only | ✅ Enabled | ✅ + Reputation
64 64  
65 65  **Development Time:**
67 +
66 66  * POC1: 2-4 weeks
67 67  * POC2: 6-8 weeks (additional)
68 68  * Beta: 4-6 months (additional)
69 -