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Changes for page POC Specification

Last modified by Robert Schaub on 2025/12/23 18:01
From version 2.1
edited by Robert Schaub
on 2025/12/23 17:44
Change comment: Imported from XAR
To version 1.1
edited by Robert Schaub
on 2025/12/23 17:44
Change comment: Imported from XAR

Summary

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1 -POC Specification
1 +POC (Proof of Concept)
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1 -Test.FactHarbor.Specification.WebHome
1 +FactHarbor.Specification.WebHome
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1 -= POC Specification =
1 += POC (Proof of Concept) =
2 2  
3 -**This section contains detailed specifications for FactHarbor POC phases.**
3 +**Status:** ✅ Planning Complete - Ready for Development
4 +**Version:** 1.0
5 +**Goal:** Prove that AI can extract claims and determine verdicts automatically without human intervention
4 4  
5 -**Core Philosophy:** Prove the AKEL automation works before building production features. Each POC phase validates critical technical capabilities.
7 +---
6 6  
9 +== Overview ==
7 7  
8 -== POC Phase Navigation ==
11 +POC1 tests the core FactHarbor capability: Can AI automatically extract factual claims from articles and evaluate them with reasonable verdicts?
9 9  
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
13 +**What POC Tests:**
14 +* AI claim extraction from article text
15 +* AI verdict generation with confidence scores
16 +* Fully automated approach viability (no human editing)
17 +* Output comprehensibility to users
14 14  
19 +**What POC Excludes (Intentional Simplifications):**
20 +* Scenarios (deferred to POC2 - architectural questions remain)
21 +* Evidence display (deferred)
22 +* Production infrastructure (simplified single-call architecture)
23 +* Full data model (stateless POC)
15 15  
16 -== Specification Documents ==
25 +**Key Decision:** Test AI capability first, add architectural complexity in POC2 based on learnings.
17 17  
18 -* [[POC Requirements>>FactHarbor.Specification.POC.Requirements]]
19 -* [[POC Summary>>FactHarbor.Specification.POC.Summary]]
20 -* [[POC1 Specification (Detailed)>>FactHarbor.Specification.POC.Specification]]
27 +---
21 21  
29 +== POC Documentation ==
22 22  
23 -== Related ==
31 +**POC-Specific Pages:**
32 +* [[Requirements>>FactHarbor.Specification.POC.Requirements]] - Complete POC specification (17 sections, 1,197 lines)
33 +* [[Summary>>FactHarbor.Specification.POC.Summary]] - Executive overview and consolidated analysis
24 24  
25 -* [[Roadmap>>FactHarbor.Roadmap.WebHome]] - Implementation roadmap and timeline
26 -* [[Requirements>>FactHarbor.Specification.Requirements.WebHome]] - System requirements
35 +---
27 27  
37 +== Related Specification Pages ==
38 +
39 +**Core Specification:**
40 +* [[Requirements (Full System)>>FactHarbor.Specification.Requirements.WebHome]] - FR1-FR13, NFR1-NFR5
41 +* [[User Needs>>FactHarbor.Specification.Requirements.User Needs]] - UN-1 through UN-17
42 +* [[Gap Analysis>>FactHarbor.Specification.Requirements.GapAnalysis]] - Feature gaps, proposes FR14-FR43
43 +
44 +**Architecture & Design:**
45 +* [[Architecture>>FactHarbor.Specification.Architecture.WebHome]] - System architecture and design
46 +* [[AKEL>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] - AI subsystem
47 +* [[Data Model>>FactHarbor.Specification.Data Model.WebHome]] - Database schema
48 +* [[Workflows>>FactHarbor.Specification.Workflows.WebHome]] - Process workflows
49 +
50 +---
51 +
52 +== Key POC Specifications ==
53 +
54 +**Output Components (4):**
55 +1. Analysis Summary (3-5 sentences)
56 +2. Claims Identification (3-5 claims)
57 +3. Claims Verdicts (verdict + confidence + risk tier + reasoning per claim)
58 +4. Article Summary (optional, 3-5 sentences)
59 +
60 +**Publication Mode:** Mode 2 (AI-Generated, No Prior Human Review)
61 +
62 +**Quality Gates:** 4 simplified gates (Source Quality, Contradiction Search, Uncertainty, Structural Integrity)
63 +
64 +**Success Criteria:** ≥70% AI quality without manual editing
65 +
66 +---
67 +
68 +== POC vs. Full System ==
69 +
70 +|=Aspect|=POC1|=Full System
71 +|Scenarios|None (deferred to POC2)|Core component (Claims → Scenarios → Verdicts)
72 +|Workflow|3 steps|6 phases with quality gates
73 +|AKEL|Single API call|Multi-component orchestrated pipeline
74 +|Data|Stateless (no DB)|PostgreSQL + Redis + S3
75 +|Architecture|Simplified proof-of-concept|Production architecture
76 +|Requirements|FR-POC-1 to FR-POC-7|FR1-FR43 (full system)
77 +
78 +**Gap Between POC and Beta:** Significant architectural expansion needed (scenarios, components, data model).
79 +
80 +---
81 +
82 +== Decision Gate ==
83 +
84 +After POC testing complete, team makes one of three decisions:
85 +
86 +**GO (Proceed to POC2):** AI quality ≥70%, approach validated
87 +**NO-GO (Pivot or Stop):** AI quality < 60%, fundamental flaws identified
88 +**ITERATE (Improve POC):** AI quality 60-70%, specific improvements needed
89 +
90 +---
91 +
92 +**Next Steps:**
93 +1. Review [[Requirements>>FactHarbor.Specification.POC.Requirements]] for detailed specifications
94 +2. Review [[Gap Analysis>>FactHarbor.Specification.Requirements.GapAnalysis]] for feature priorities
95 +3. Begin POC development
96 +4. Test with diverse articles
97 +5. Make GO/NO-GO decision
98 +
99 +**Document Version:** 2.0 (Updated after Specification Cross-Check)
100 +