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Changes for page POC Summary (POC1 & POC2)

Last modified by Robert Schaub on 2025/12/24 09:44
From version 6.1
edited by Robert Schaub
on 2025/12/24 09:44
Change comment: Renamed from xwiki:Test.FactHarbor.Specification.POC.Summary
To version 5.1
edited by Robert Schaub
on 2025/12/23 22:59
Change comment: Imported from XAR

Summary

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92 92  
93 93  **See:** [[Article Verdict Problem>>Test.FactHarbor.Specification.POC.Article-Verdict-Problem]] for full analysis and solution approaches.
94 94  
95 -
96 -== 2. POC2 Specification ==
97 -
98 -=== POC2 Goal ===
99 -Prove that AKEL produces high-quality outputs consistently at scale with complete quality validation.
100 -
101 -=== POC2 Enhancements (From POC1) ===
102 -
103 -**1. COMPLETE QUALITY GATES (All 4)**
104 -* Gate 1: Claim Validation (from POC1)
105 -* Gate 2: Evidence Relevance ← NEW
106 -* Gate 3: Scenario Coherence ← NEW
107 -* Gate 4: Verdict Confidence (from POC1)
108 -
109 -**2. EVIDENCE DEDUPLICATION (FR54)**
110 -* Prevent counting same source multiple times
111 -* Handle syndicated content (AP, Reuters)
112 -* Content fingerprinting with fuzzy matching
113 -* Target: >95% duplicate detection accuracy
114 -
115 -**3. CONTEXT-AWARE ANALYSIS (Conditional)**
116 -* **If POC1 succeeds (≥70%):** Implement as standard feature
117 -* **If POC1 promising (50-70%):** Try weighted aggregation approach
118 -* **If POC1 fails (<50%):** Defer to post-POC2
119 -* Detects articles with accurate claims but misleading conclusions
120 -
121 -**4. QUALITY METRICS DASHBOARD (NFR13)**
122 -* Track hallucination rates
123 -* Monitor gate performance
124 -* Evidence quality metrics
125 -* Processing statistics
126 -
127 -=== What's Still NOT in POC2 ===
128 -
129 -❌ User accounts, authentication
130 -❌ Public publishing interface
131 -❌ Social sharing features
132 -❌ Full production security (comes in Beta 0)
133 -❌ In-article claim highlighting (comes in Beta 0)
134 -
135 -=== Success Criteria ===
136 -
137 -**Quality:**
138 -* Hallucination rate <5% (target: <3%)
139 -* Average quality rating ≥8.0/10
140 -* Gates identify >95% of low-quality outputs
141 -
142 -**Performance:**
143 -* All 4 quality gates operational
144 -* Evidence deduplication >95% accurate
145 -* Quality metrics tracked continuously
146 -
147 -**Context-Aware (if implemented):**
148 -* Maintains ≥70% accuracy detecting misleading articles
149 -* <15% false positive rate
150 -
151 -**Total Output Size:** Similar to POC1 (~220-350 words per analysis)
152 -
153 -
154 -
155 -
156 -
157 157  == 2. Key Strategic Recommendations
158 158  
159 159  === Immediate Actions