Changes for page Implementation Roadmap

Last modified by Robert Schaub on 2025/12/23 11:02

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

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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 +
22 22  == Status ==
23 23  
24 24  **Current Phase:** POC1 Specification Complete