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5	5	**Core Philosophy:** Prove the AKEL automation works before building production features. Each POC phase validates critical technical capabilities.
6	6
7		-{{warning}}
8		-**Critical Innovation in POC1 Context-Aware Analysis:**
9	9
10		-POC1 tests whether AI can understand that an article's overall credibility is not simply the average of its individual claim verdicts. An article with mostly accurate facts can still be misleading if it draws unsupported conclusions.
11		-
12		-See [[Article Verdict Problem>>Test.FactHarbor.Specification.POC.Article-Verdict-Problem]] for full discussion.
13		-{{/warning}}
14		-
15		-
16	16	== POC Phase Navigation ==
17	17
18		-* **[[POC Requirements>>Test.FactHarbor.Specification.POC.Requirements]]** Complete POC1 & POC2 specification (v4.0)
19		-* **[[POC Summary>>Test.FactHarbor.Specification.POC.Summary]]** Executive overview
20		-* **[[Article Verdict Problem>>Test.FactHarbor.Specification.POC.Article-Verdict-Problem]]** Why context-aware analysis matters
	10	+* **[[POC1 Requirements>>Test.FactHarbor.POC.POC1.WebHome]]** - Core Workflow with Quality Gates
	11	+* **[[POC2 Requirements>>Test.FactHarbor.POC.POC2.WebHome]]** - Robust Quality & Evidence Deduplication
	12	+* **[[Beta 0 Requirements>>Test.FactHarbor.POC.Beta0.WebHome]]** - User Testing & Production Readiness
	13	+* **[[V1.0 Requirements>>Test.FactHarbor.POC.V10.WebHome]]** - Public Launch Requirements
21	21
22		-== Roadmap Navigation ==
23	23
24		-* **[[POC1 Roadmap>>Test.FactHarbor V0\.9\.100 incremental.Roadmap.POC1.WebHome]]** Core Workflow with Quality Gates
25		-* **[[POC2 Roadmap>>Test.FactHarbor V0\.9\.100 incremental.Roadmap.POC2.WebHome]]** Robust Quality & Reliability
26		-* **[[Requirements Roadmap Matrix>>Test.FactHarbor V0\.9\.100 incremental.Roadmap.Requirements-Roadmap-Matrix.WebHome]]** Phase assignments
	16	+== Specification Documents ==
27	27
28		-== Key Specifications ==
	18	+* [[POC Requirements>>FactHarbor.Specification.POC.Requirements]]
	19	+* [[POC Summary>>FactHarbor.Specification.POC.Summary]]
	20	+* [[POC1 Specification (Detailed)>>FactHarbor.Specification.POC.Specification]]
29	29
30		-**POC1 Goal:** Prove AI can extract claims and evaluate them with context-aware analysis
31	31
32		-**POC1 Output:** 5 components
	23	+== Related ==
33	33
34		-1. Analysis Summary (context-aware, 4-6 sentences)
35		-2. Claims Identification (3-5 claims)
36		-3. Claims Verdicts (verdict + confidence + reasoning)
37		-4. Article Summary (optional)
38		-5. Usage Statistics (cost tracking)
	25	+* [[Roadmap>>FactHarbor.Roadmap.WebHome]] - Implementation roadmap and timeline
	26	+* [[Requirements>>FactHarbor.Specification.Requirements.WebHome]] - System requirements
39	39
40		-**POC1 Philosophy:**
41		-
42		-* Context-aware analysis (article ≠ sum of claims)
43		-* Cost efficiency tracking (viable at scale)
44		-* Fail-fast learning (test critical capabilities)
45		-
46		-**POC1 Success Criteria:**
47		-
48		-* AI quality ≥70% (including context-aware assessment)
49		-* Cost per analysis <$0.05 (target)
50		-* Minimal manual editing (<30%)
51		-
52		-**POC1 → POC2 Decision Gate:** GO / NO-GO / ITERATE
53		-
54		-See [[POC Requirements>>Test.FactHarbor.Specification.POC.Requirements]] for complete specification.
55		-
56		-
57		-== POC vs. Full System ==
58		-
59		-|= Feature |= POC1 |= POC2 |= Full System
60		-| Scenarios | ❌ Deferred | ✅ Multiple | ✅ + Persistence
61		-| Evidence Display | ❌ None | ✅ With sources | ✅ + Quality scoring
62		-| Quality Gates | 🟡 4 simplified | ✅ 6 comprehensive | ✅ + ML validation
63		-| Database | ❌ Stateless | ✅ PostgreSQL | ✅ + Redis + S3
64		-| User Contributions | ❌ Read-only | ✅ Enabled | ✅ + Reputation
65		-
66		-**Development Time:**
67		-
68		-* POC1: 2-4 weeks
69		-* POC2: 6-8 weeks (additional)
70		-* Beta: 4-6 months (additional)