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Changes for page POC Specification

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

Summary

Details

Page properties
Title
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1 -POC (Proof of Concept)
1 +POC Specification
Parent
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1 -FactHarbor.Specification.WebHome
1 +Test.FactHarbor.Specification.WebHome
Content
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1 -= POC (Proof of Concept) =
1 += POC Specification =
2 2  
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
3 +**This section contains detailed specifications for FactHarbor POC phases.**
6 6  
7 ----
5 +**Core Philosophy:** Prove the AKEL automation works before building production features. Each POC phase validates critical technical capabilities.
8 8  
9 -== Overview ==
10 10  
11 -POC1 tests the core FactHarbor capability: Can AI automatically extract factual claims from articles and evaluate them with reasonable verdicts?
8 +== POC Phase Navigation ==
12 12  
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
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
18 18  
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)
24 24  
25 -**Key Decision:** Test AI capability first, add architectural complexity in POC2 based on learnings.
16 +== Specification Documents ==
26 26  
27 ----
18 +* [[POC Requirements>>FactHarbor.Specification.POC.Requirements]]
19 +* [[POC Summary>>FactHarbor.Specification.POC.Summary]]
20 +* [[POC1 Specification (Detailed)>>FactHarbor.Specification.POC.Specification]]
28 28  
29 -== POC Documentation ==
30 30  
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
23 +== Related ==
34 34  
35 ----
25 +* [[Roadmap>>FactHarbor.Roadmap.WebHome]] - Implementation roadmap and timeline
26 +* [[Requirements>>FactHarbor.Specification.Requirements.WebHome]] - System requirements
36 36  
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 -