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Changes for page Automation

Last modified by Robert Schaub on 2025/12/24 20:30
From version 2.1
edited by Robert Schaub
on 2025/12/17 13:57
Change comment: Imported from XAR
To version 1.1
edited by Robert Schaub
on 2025/12/16 21:42
Change comment: Imported from XAR

Summary

Details

Page properties
Parent
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1 -Test.FactHarbor.Specification.WebHome
1 +FactHarbor.Specification.WebHome
Content
... ... @@ -43,27 +43,26 @@
43 43  FactHarbor implements a risk-based publication model with three modes:
44 44  
45 45  === 2.1 Mode 1: Draft-Only ===
46 -**Mode 1 (Draft-Only)**: Failed quality gates or high-risk content pending expert review. Internal review queue only.
46 +* Failed quality gates
47 +* High-risk content pending expert review
48 +* Internal review queue only
47 47  
48 -See [[AKEL Publication Modes>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome#HPublicationModes]] for detailed mode specifications.
49 -
50 -
51 51  === 2.2 Mode 2: AI-Generated (Public) ===
52 -**Mode 2 (AI-Generated, Published)**: Passed all quality gates, risk tier B or C, clearly labeled as AI-generated. Users can request human review.
51 +* Passed all quality gates
52 +* Risk tier B or C
53 +* Clear AI-generated labeling
54 +* Users can request human review
53 53  
54 -See [[AKEL Publication Modes>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome#HPublicationModes]] for detailed requirements.
55 -
56 -
57 57  === 2.3 Mode 3: Human-Reviewed ===
58 -**Mode 3 (Human-Reviewed, Published)**: Validated by human reviewers or experts, highest trust level. Required for Tier A content publication.
57 +* Validated by human reviewers/experts
58 +* "Human-Reviewed" status badge
59 +* Required for Tier A content publication
59 59  
60 -See [[AKEL Publication Modes>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome#HPublicationModes]] for detailed requirements.
61 +See [[AKEL page>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] for detailed publication mode descriptions.
61 61  
62 62  
63 -== 3. Risk tiers and Automation Levels ==
64 +== 3. Risk Tiers and Automation Levels ==
64 64  
65 -
66 -Risk tiers determine review requirements and automation levels. See [[Governance>>FactHarbor.Organisation.Governance.WebHome#HRiskTierPolicyGovernance]] for tier policy governance.
67 67  === 3.1 Tier A (High Risk) ===
68 68  * **Domains**: Medical, legal, elections, safety, security
69 69  * **Automation**: AI can draft, human review required for "Human-Reviewed" status
... ... @@ -131,17 +131,32 @@
131 131  
132 132  == 7. Quality Gates (Automated) ==
133 133  
133 +Before AI-draft publication (Mode 2), content must pass:
134 134  
135 -Before AI-generated publication (Mode 2), content must pass four automated quality gates:
135 +1. **Source Quality Gate**
136 + * Primary sources verified
137 + * Citations complete and accessible
138 + * Source reliability scored
136 136  
137 -1. **Source Quality** - Primary sources verified, citations complete
138 -2. **Contradiction Search** (MANDATORY) - Counter-evidence actively sought
139 -3. **Uncertainty Quantification** - Confidence scores calculated
140 -4. **Structural Validation** - Required fields present, format valid
140 +2. **Contradiction Search Gate** (MANDATORY)
141 + * Counter-evidence actively sought
142 + * Reservations and limitations identified
143 + * Bubble detection (echo chambers, conspiracy theories)
144 + * Diverse perspective verification
141 141  
142 -See [[AKEL Quality Gates>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome#HQualityGates]] for complete gate specifications.
146 +3. **Uncertainty Quantification Gate**
147 + * Confidence scores calculated
148 + * Limitations stated
149 + * Data gaps disclosed
143 143  
151 +4. **Structural Integrity Gate**
152 + * No hallucinations detected
153 + * Logic chain valid
154 + * References verifiable
144 144  
156 +See [[AKEL page>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] for detailed quality gate specifications.
157 +
158 +
145 145  == 8. Audit System ==
146 146  
147 147  Instead of reviewing all AI output, systematic sampling audits ensure quality: