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Changes for page POC (Proof of Concept)

Last modified by Robert Schaub on 2026/02/08 08:26
From version 1.2
edited by Robert Schaub
on 2025/12/24 21:46
Change comment: Update document after refactoring.
To version 1.3
edited by Robert Schaub
on 2026/01/20 20:24
Change comment: Renamed back-links.

Summary

Details

Page properties
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 +
14 14  * AI claim extraction from article text
15 15  * AI verdict generation with confidence scores
16 16  * Fully automated approach viability (no human editing)
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17 17  * Output comprehensibility to users
18 18  
19 19  **What POC Excludes (Intentional Simplifications):**
21 +
20 20  * Scenarios (deferred to POC2 - architectural questions remain)
21 21  * Evidence display (deferred)
22 22  * Production infrastructure (simplified single-call architecture)
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24 24  
25 25  **Key Decision:** Test AI capability first, add architectural complexity in POC2 based on learnings.
26 26  
27 ----
29 +-----
28 28  
29 29  == POC Documentation ==
30 30  
31 31  **POC-Specific Pages:**
34 +
32 32  * [[Requirements>>FactHarbor.Specification.POC.Requirements]] - Complete POC specification (17 sections, 1,197 lines)
33 33  * [[Summary>>FactHarbor.Specification.POC.Summary]] - Executive overview and consolidated analysis
34 34  
35 ----
38 +-----
36 36  
37 37  == Related Specification Pages ==
38 38  
39 39  **Core Specification:**
43 +
40 40  * [[Requirements (Full System)>>FactHarbor.Specification.Requirements.WebHome]] - FR1-FR13, NFR1-NFR5
41 41  * [[User Needs>>FactHarbor.Specification.Requirements.User Needs]] - UN-1 through UN-17
42 42  * [[Gap Analysis>>FactHarbor.Specification.Requirements.GapAnalysis]] - Feature gaps, proposes FR14-FR43
43 43  
44 44  **Architecture & Design:**
49 +
45 45  * [[Architecture>>FactHarbor.Specification.Architecture.WebHome]] - System architecture and design
46 -* [[AKEL>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] - AI subsystem
51 +* [[AKEL>>Archive.FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] - AI subsystem
47 47  * [[Data Model>>FactHarbor.Specification.Data Model.WebHome]] - Database schema
48 48  * [[Workflows>>FactHarbor.Specification.Workflows.WebHome]] - Process workflows
49 49  
50 ----
55 +-----
51 51  
52 52  == Key POC Specifications ==
53 53  
54 54  **Output Components (4):**
60 +
55 55  1. Analysis Summary (3-5 sentences)
56 56  2. Claims Identification (3-5 claims)
57 57  3. Claims Verdicts (verdict + confidence + risk tier + reasoning per claim)
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63 63  
64 64  **Success Criteria:** ≥70% AI quality without manual editing
65 65  
66 ----
72 +-----
67 67  
68 68  == POC vs. Full System ==
69 69  
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77 77  
78 78  **Gap Between POC and Beta:** Significant architectural expansion needed (scenarios, components, data model).
79 79  
80 ----
86 +-----
81 81  
82 82  == Decision Gate ==
83 83  
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87 87  **NO-GO (Pivot or Stop):** AI quality < 60%, fundamental flaws identified
88 88  **ITERATE (Improve POC):** AI quality 60-70%, specific improvements needed
89 89  
90 ----
96 +-----
91 91  
92 92  **Next Steps:**
99 +
93 93  1. Review [[Requirements>>FactHarbor.Specification.POC.Requirements]] for detailed specifications
94 94  2. Review [[Gap Analysis>>FactHarbor.Specification.Requirements.GapAnalysis]] for feature priorities
95 95  3. Begin POC development
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97 97  5. Make GO/NO-GO decision
98 98  
99 99  **Document Version:** 2.0 (Updated after Specification Cross-Check)
100 -