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Changes for page Implementation Roadmap

Last modified by Robert Schaub on 2025/12/23 11:02
From version 2.2
edited by Robert Schaub
on 2025/12/23 11:02
Change comment: Update document after refactoring.
To version 1.1
edited by Robert Schaub
on 2025/12/22 19:12
Change comment: Imported from XAR

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19 19  Each phase builds on proven capabilities from the previous phase. We never skip ahead - if AI quality is insufficient, we improve prompts and algorithms rather than adding manual workarounds.
20 20  
21 21  
22 -== Development Phases Overview ==
23 -
24 -**POC1: Core Workflow with Quality Gates**
25 -
26 -Build:
27 -* Automated claim analysis
28 -* Confidence scoring
29 -* Source evaluation
30 -* Browse/search interface
31 -* User flagging system
32 -
33 -**Goal**: Prove AI quality before adding user editing
34 -
35 -**User Needs fulfilled in POC1**: UN-1, UN-2, UN-3, UN-4, UN-5, UN-6, UN-7, UN-8, UN-9, UN-12
36 -
37 -**POC2/Beta 0: User Contributions**
38 -
39 -Add only if needed:
40 -* Simple editing (Wikipedia-style)
41 -* Reputation system
42 -* Basic moderation
43 -* In-article claim highlighting (FR13)
44 -
45 -**Additional User Needs fulfilled**: UN-13, UN-17
46 -
47 -**V1.0+: Continuous Improvement**
48 -
49 -* Continuous quality improvement
50 -* Feature additions based on real usage
51 -* Scale infrastructure
52 -
53 -**Additional User Needs fulfilled**: UN-14 (API access), UN-15 (Full evolution tracking)
54 -
55 -**Deferred Beyond V1.0**:
56 -* Federation (until multiple successful instances exist)
57 -* Complex contribution workflows (focus on automation)
58 -* Extensive role hierarchy (keep simple)
59 -
60 -
61 -== Success Metrics Framework ==
62 -
63 -**Note**: Each phase defines specific success criteria in detail. This section provides the overall metrics framework.
64 -
65 -**System Quality**:
66 -* Error rate by category (target: continuous improvement)
67 -* Average confidence score (target: increase)
68 -* Source quality distribution (target: more high-quality)
69 -* Contradiction detection rate (target: increase)
70 -
71 -**Efficiency**:
72 -* Claims processed per hour (target: increase)
73 -* Human hours per claim (target: decrease)
74 -* Automation coverage (target: >90%)
75 -* Re-work rate (target: <5%)
76 -
77 -**User Satisfaction**:
78 -* User flag rate (issues found)
79 -* Correction acceptance rate (flags valid)
80 -* Return user rate
81 -* Trust indicators (surveys)
82 -
83 -**User Needs Metrics**:
84 -* UN-1: % users who understand trust scores
85 -* UN-4: Time to verify social media claim
86 -* UN-7: % users who access evidence details
87 -* UN-8: % users who view multiple scenarios
88 -* UN-15: % users who check evolution timeline
89 -* UN-17: % users who enable in-article highlighting; avg. time spent on highlighted vs. non-highlighted articles
90 -
91 -
92 92  == Status ==
93 93  
94 94  **Current Phase:** POC1 Specification Complete