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Changes for page POC (Proof of Concept)

Last modified by Robert Schaub on 2026/02/08 08:26
From version 1.5
edited by Robert Schaub
on 2026/01/20 20:27
Change comment: Renamed back-links.
To version 1.2
edited by Robert Schaub
on 2025/12/24 21:46
Change comment: Update document after refactoring.

Summary

Details

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Content
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4 4  **Version:** 1.0
5 5  **Goal:** Prove that AI can extract claims and determine verdicts automatically without human intervention
6 6  
7 -----
7 +---
8 8  
9 9  == Overview ==
10 10  
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11 11  POC1 tests the core FactHarbor capability: Can AI automatically extract factual claims from articles and evaluate them with reasonable verdicts?
12 12  
13 13  **What POC Tests:**
14 -
15 15  * AI claim extraction from article text
16 16  * AI verdict generation with confidence scores
17 17  * Fully automated approach viability (no human editing)
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18 18  * Output comprehensibility to users
19 19  
20 20  **What POC Excludes (Intentional Simplifications):**
21 -
22 22  * Scenarios (deferred to POC2 - architectural questions remain)
23 23  * Evidence display (deferred)
24 24  * Production infrastructure (simplified single-call architecture)
... ... @@ -26,38 +26,34 @@
26 26  
27 27  **Key Decision:** Test AI capability first, add architectural complexity in POC2 based on learnings.
28 28  
29 -----
27 +---
30 30  
31 31  == POC Documentation ==
32 32  
33 33  **POC-Specific Pages:**
34 -
35 35  * [[Requirements>>FactHarbor.Specification.POC.Requirements]] - Complete POC specification (17 sections, 1,197 lines)
36 36  * [[Summary>>FactHarbor.Specification.POC.Summary]] - Executive overview and consolidated analysis
37 37  
38 -----
35 +---
39 39  
40 40  == Related Specification Pages ==
41 41  
42 42  **Core Specification:**
43 -
44 44  * [[Requirements (Full System)>>FactHarbor.Specification.Requirements.WebHome]] - FR1-FR13, NFR1-NFR5
45 45  * [[User Needs>>FactHarbor.Specification.Requirements.User Needs]] - UN-1 through UN-17
46 46  * [[Gap Analysis>>FactHarbor.Specification.Requirements.GapAnalysis]] - Feature gaps, proposes FR14-FR43
47 47  
48 48  **Architecture & Design:**
49 -
50 -* [[Architecture>>Archive.FactHarbor.Specification.Architecture.WebHome]] - System architecture and design
51 -* [[AKEL>>Archive.FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] - AI subsystem
52 -* [[Data Model>>Archive.FactHarbor.Specification.Data Model.WebHome]] - Database schema
45 +* [[Architecture>>FactHarbor.Specification.Architecture.WebHome]] - System architecture and design
46 +* [[AKEL>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] - AI subsystem
47 +* [[Data Model>>FactHarbor.Specification.Data Model.WebHome]] - Database schema
53 53  * [[Workflows>>FactHarbor.Specification.Workflows.WebHome]] - Process workflows
54 54  
55 -----
50 +---
56 56  
57 57  == Key POC Specifications ==
58 58  
59 59  **Output Components (4):**
60 -
61 61  1. Analysis Summary (3-5 sentences)
62 62  2. Claims Identification (3-5 claims)
63 63  3. Claims Verdicts (verdict + confidence + risk tier + reasoning per claim)
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69 69  
70 70  **Success Criteria:** ≥70% AI quality without manual editing
71 71  
72 -----
66 +---
73 73  
74 74  == POC vs. Full System ==
75 75  
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83 83  
84 84  **Gap Between POC and Beta:** Significant architectural expansion needed (scenarios, components, data model).
85 85  
86 -----
80 +---
87 87  
88 88  == Decision Gate ==
89 89  
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93 93  **NO-GO (Pivot or Stop):** AI quality < 60%, fundamental flaws identified
94 94  **ITERATE (Improve POC):** AI quality 60-70%, specific improvements needed
95 95  
96 -----
90 +---
97 97  
98 98  **Next Steps:**
99 -
100 100  1. Review [[Requirements>>FactHarbor.Specification.POC.Requirements]] for detailed specifications
101 101  2. Review [[Gap Analysis>>FactHarbor.Specification.Requirements.GapAnalysis]] for feature priorities
102 102  3. Begin POC development
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104 104  5. Make GO/NO-GO decision
105 105  
106 106  **Document Version:** 2.0 (Updated after Specification Cross-Check)
100 +