Skip to Content

Changes for page POC Summary (POC1 & POC2)

Last modified by Robert Schaub on 2025/12/24 09:44
From version 4.1
edited by Robert Schaub
on 2025/12/23 22:20
Change comment: Imported from XAR
To version 3.1
edited by Robert Schaub
on 2025/12/23 21:14
Change comment: Imported from XAR

Summary

Details

Page properties
Content
... ... @@ -73,27 +73,6 @@
73 73  
74 74  > "Build less, learn more, decide faster. Test the hardest part first."
75 75  
76 -
77 -
78 -=== Context-Aware Analysis (Experimental POC1 Feature) ===
79 -
80 -**Problem:** Article credibility ≠ simple average of claim verdicts
81 -
82 -**Example:** Article with accurate facts (coffee has antioxidants, antioxidants fight cancer) but false conclusion (therefore coffee cures cancer) would score as "mostly accurate" with simple averaging, but is actually MISLEADING.
83 -
84 -**Solution (POC1 Test):** Approach 1 - Single-Pass Holistic Analysis
85 -* Enhanced AI prompt to evaluate logical structure
86 -* AI identifies main argument and assesses if it follows from evidence
87 -* Article verdict may differ from claim average
88 -* Zero additional cost, no architecture changes
89 -
90 -**Testing:**
91 -* 30-article test set
92 -* Success: ≥70% accuracy detecting misleading articles
93 -* Marked as experimental
94 -
95 -**See:** [[Article Verdict Problem>>Test.FactHarbor.Specification.POC.Article-Verdict-Problem]] for full analysis and solution approaches.
96 -
97 97  == 2. Key Strategic Recommendations
98 98  
99 99  === Immediate Actions