Changes for page POC Summary (POC1 & POC2)

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74	74	> "Build less, learn more, decide faster. Test the hardest part first."
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	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	+
76	76	== 2. Key Strategic Recommendations
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78	78	=== Immediate Actions