Changes for page POC Summary (POC1 & POC2)

Summary

• Page properties (1 modified, 0 added, 0 removed)

Details

Page properties

Content

...	...	@@ -92,6 +92,68 @@
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	+
95	95	== 2. Key Strategic Recommendations
96	96
97	97	=== Immediate Actions