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Changes for page Requirements

Last modified by Robert Schaub on 2025/12/23 11:03
From version 4.1
edited by Robert Schaub
on 2025/12/22 20:32
Change comment: Imported from XAR
To version 3.1
edited by Robert Schaub
on 2025/12/22 20:11
Change comment: Imported from XAR

Summary

Details

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Content
... ... @@ -306,7 +306,7 @@
306 306  4. How common is this pattern?
307 307  5. Store in ErrorPattern table (improvement queue)
308 308  
309 -=== 6.2 Continuous Improvement Cycle ===
309 +=== 6.2 Weekly Improvement Cycle ===
310 310  
311 311  1. **Review**: Analyze top error patterns
312 312  2. **Develop**: Create fix (prompt, model, validation)
... ... @@ -326,7 +326,7 @@
326 326  * Re-work rate
327 327  * Claims processed per hour
328 328  
329 -**Goal**: continuous improvement in error rate
329 +**Goal**: 10% monthly improvement in error rate
330 330  
331 331  == 7. Automated Quality Monitoring ==
332 332  
... ... @@ -827,7 +827,72 @@
827 827  **Milestone:** POC2 (internal), Beta 0 (public), V1.0 (real-time)
828 828  
829 829  
830 +== 11. MVP Scope ==
830 830  
832 +**Phase 1 (Months 1-3): Read-Only MVP**
833 +
834 +Build:
835 +* Automated claim analysis
836 +* Confidence scoring
837 +* Source evaluation
838 +* Browse/search interface
839 +* User flagging system
840 +
841 +**Goal**: Prove AI quality before adding user editing
842 +
843 +**User Needs fulfilled in Phase 1**: UN-1, UN-2, UN-3, UN-4, UN-5, UN-6, UN-7, UN-8, UN-9, UN-12
844 +
845 +**Phase 2 (Months 4-6): User Contributions**
846 +
847 +Add only if needed:
848 +* Simple editing (Wikipedia-style)
849 +* Reputation system
850 +* Basic moderation
851 +* In-article claim highlighting (FR13)
852 +
853 +**Additional User Needs fulfilled**: UN-13, UN-17
854 +
855 +**Phase 3 (Months 7-12): Refinement**
856 +
857 +* Continuous quality improvement
858 +* Feature additions based on real usage
859 +* Scale infrastructure
860 +
861 +**Additional User Needs fulfilled**: UN-14 (API access), UN-15 (Full evolution tracking)
862 +
863 +**Deferred**:
864 +* Federation (until multiple successful instances exist)
865 +* Complex contribution workflows (focus on automation)
866 +* Extensive role hierarchy (keep simple)
867 +
868 +== 12. Success Metrics ==
869 +
870 +**System Quality** (track weekly):
871 +* Error rate by category (target: -10%/month)
872 +* Average confidence score (target: increase)
873 +* Source quality distribution (target: more high-quality)
874 +* Contradiction detection rate (target: increase)
875 +
876 +**Efficiency** (track monthly):
877 +* Claims processed per hour (target: increase)
878 +* Human hours per claim (target: decrease)
879 +* Automation coverage (target: >90%)
880 +* Re-work rate (target: <5%)
881 +
882 +**User Satisfaction** (track quarterly):
883 +* User flag rate (issues found)
884 +* Correction acceptance rate (flags valid)
885 +* Return user rate
886 +* Trust indicators (surveys)
887 +
888 +**User Needs Metrics** (track quarterly):
889 +* UN-1: % users who understand trust scores
890 +* UN-4: Time to verify social media claim (target: <30s)
891 +* UN-7: % users who access evidence details
892 +* UN-8: % users who view multiple scenarios
893 +* UN-15: % users who check evolution timeline
894 +* UN-17: % users who enable in-article highlighting; avg. time spent on highlighted vs. non-highlighted articles
895 +
831 831  == 13. Requirements Traceability ==
832 832  
833 833  For full traceability matrix showing which requirements fulfill which user needs, see: