Changes for page POC2: Robust Quality & Reliability
Last modified by Robert Schaub on 2025/12/24 18:26
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... ... @@ -4,6 +4,7 @@ 4 4 5 5 **Success Metric:** <5% hallucination rate, all 4 quality gates operational 6 6 7 + 7 7 == 1. Overview == 8 8 9 9 POC2 extends POC1 by implementing the full quality assurance framework (all 4 gates), adding evidence deduplication, and processing significantly more test articles to validate system reliability at scale. ... ... @@ -41,6 +41,7 @@ 41 41 42 42 **Target:** 0% of evidence cited is off-topic 43 43 45 + 44 44 ==== Gate 3: Scenario Coherence Check ==== 45 45 46 46 **Purpose:** Validate scenarios are logical, complete, and meaningfully different ... ... @@ -61,9 +61,10 @@ 61 61 62 62 **Target:** 0% duplicate scenarios, all scenarios internally consistent 63 63 66 + 64 64 === 2.2 FR54: Evidence Deduplication (NEW) === 65 65 66 -**Importance:** HIGH 69 +**Importance:** HIGH 67 67 **Fulfills:** Accurate evidence counting, prevents artificial inflation 68 68 69 69 **Purpose:** Prevent counting the same evidence multiple times when cited by different sources ... ... @@ -84,9 +84,10 @@ 84 84 85 85 **Target:** Duplicate detection >95% accurate, evidence counts reflect reality 86 86 90 + 87 87 === 2.3 NFR13: Quality Metrics Dashboard (Internal) === 88 88 89 -**Importance:** HIGH 93 +**Importance:** HIGH 90 90 **Fulfills:** Real-time quality monitoring during development 91 91 92 92 **Dashboard Metrics:** ... ... @@ -99,6 +99,7 @@ 99 99 100 100 **Target:** Dashboard functional, all metrics tracked, exportable 101 101 106 + 102 102 == 3. Success Criteria == 103 103 104 104 **✅ Quality:** ... ... @@ -133,10 +133,10 @@ 133 133 134 134 {{code}} 135 135 Input → AKEL Processing → All 4 Quality Gates → Display 136 - (claims + scenarios (1: Claim validation 137 - + evidence linking 2: Evidence relevance 138 - + verdicts) 3: Scenario coherence 139 - 4: Verdict confidence) 141 + (claims + scenarios (1: Claim validation 142 + + evidence linking 2: Evidence relevance 143 + + verdicts) 3: Scenario coherence 144 + 4: Verdict confidence) 140 140 {{/code}} 141 141 142 142 **Key Additions from POC1:** ... ... @@ -152,8 +152,9 @@ 152 152 * No review queue 153 153 * No federation architecture 154 154 155 -**See:** [[Architecture>>FactHarbor pre10 V0\.9\.70.Specification.Architecture.WebHome]] for details 160 +**See:** [[Architecture>>Test.FactHarbor pre10 V0\.9\.70.Specification.Architecture.WebHome]] for details 156 156 162 + 157 157 == 5. Context-Aware Analysis (Conditional Feature) == 158 158 159 159 **Status:** Depends on POC1 experimental test results ... ... @@ -162,7 +162,7 @@ 162 162 163 163 POC1 tested context-aware analysis as an experimental feature using Approach 1 (Single-Pass Holistic Analysis). The goal is to detect when articles use accurate individual claims but reach misleading conclusions through faulty logic or selective presentation. 164 164 165 -**See:** [[Article Verdict Problem>>FactHarbor.Specification.POC.Article-Verdict-Problem]] for complete investigation 171 +**See:** [[Article Verdict Problem>>Test.FactHarbor.Specification.POC.Article-Verdict-Problem]] for complete investigation 166 166 167 167 === 5.1 POC2 Implementation Path === 168 168 ... ... @@ -228,24 +228,27 @@ 228 228 The enhanced analysis happens within the existing AKEL workflow: 229 229 230 230 {{code}} 231 -Standard Flow: Context-Aware Enhancement: 232 -1. Extract claims 1. Extract claims + mark central claims 233 -2. Find evidence 2. Find evidence 234 -3. Generate verdicts 3. Generate verdicts 235 -4. Write summary 4. Write context-aware summary 236 - (evaluates article structure) 237 +Standard Flow: Context-Aware Enhancement: 238 +1. Extract claims 1. Extract claims + mark central claims 239 +2. Find evidence 2. Find evidence 240 +3. Generate verdicts 3. Generate verdicts 241 +4. Write summary 4. Write context-aware summary 242 + (evaluates article structure) 237 237 {{/code}} 238 238 239 239 **Cost:** $0 increase (same API calls, enhanced prompt only) 240 240 241 -**See:** [[POC Requirements>>FactHarbor.Specification.POC.Requirements]] Component 1 for implementation details 247 +**See:** [[POC Requirements>>Test.FactHarbor.Specification.POC.Requirements]] Component 1 for implementation details 242 242 249 + 250 + 251 + 243 243 == Related Pages == 244 244 245 -* [[POC1>>FactHarbor pre10 V0\.9\.70.Roadmap.POC1.WebHome]] - Previous phase 246 -* [[Beta 0>>FactHarbor pre10 V0\.9\.70.Roadmap.Beta0.WebHome]] - Next phase 247 -* [[Roadmap Overview>>FactHarbor pre10 V0\.9\.70.Roadmap.WebHome]] 248 -* [[Architecture>>FactHarbor pre10 V0\.9\.70.Specification.Architecture.WebHome]] 254 +* [[POC1>>Test.FactHarbor pre10 V0\.9\.70.Roadmap.POC1.WebHome]] - Previous phase 255 +* [[Beta 0>>Test.FactHarbor pre10 V0\.9\.70.Roadmap.Beta0.WebHome]] - Next phase 256 +* [[Roadmap Overview>>Test.FactHarbor pre10 V0\.9\.70.Roadmap.WebHome]] 257 +* [[Architecture>>Test.FactHarbor pre10 V0\.9\.70.Specification.Architecture.WebHome]] 249 249 250 -**Document Status:** ✅ POC2 Specification Complete - Waiting for POC1 Completion 259 +**Document Status:** ✅ POC2 Specification Complete - Waiting for POC1 Completion 251 251 **Version:** V0.9.70