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Last modified by Robert Schaub on 2026/02/08 21:23
From version 1.1
edited by Robert Schaub
on 2025/12/22 14:22
Change comment: Imported from XAR
To version 1.5
edited by Robert Schaub
on 2026/01/20 20:30
Change comment: Renamed back-links.

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1 -Test.FactHarbor.Specification.WebHome
1 +Test.FactHarbor pre12 V0\.9\.70.Specification.WebHome
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1 -= AKEL – AI Knowledge Extraction Layer = **Version:** 0.9.70 **Last Updated:** December 21, 2025 **Status:** CORRECTED - Automation Philosophy Consistent AKEL is FactHarbor's automated intelligence subsystem. Its purpose is to reduce human workload, enhance consistency, and enable scalable knowledge processing. AKEL outputs are marked with **AuthorType = AI** and published according to risk-based policies (see Publication Modes below). AKEL operates in two modes:
1 += AKEL – AI Knowledge Extraction Layer =
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3 + **Version:** 0.9.70 **Last Updated:** December 21, 2025 **Status:** CORRECTED - Automation Philosophy Consistent AKEL is FactHarbor's automated intelligence subsystem. Its purpose is to reduce human workload, enhance consistency, and enable scalable knowledge processing. AKEL outputs are marked with **AuthorType = AI** and published according to risk-based policies (see Publication Modes below). AKEL operates in two modes:
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2 2  * **Single-node mode** (POC & Beta 0)
3 3  * **Federated multi-node mode** (Release 1.0+) == 1. Core Philosophy: Automation First == **V0.9.50+ Philosophy Shift:** FactHarbor uses **"Improve the system, not the data"** approach: * ✅ **Automated Publication:** AI-generated content publishes immediately after passing quality gates
4 4  * ✅ **Quality Gates:** Automated checks (not human approval)
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116 116  PASS → Publish (Mode 2)
117 117  FAIL → Block (Mode 1)
118 118  ``` **Components in Single Call:**
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119 119  1. Extract 3-5 factual claims
120 120  2. For each claim: verdict + confidence + risk tier + reasoning
121 121  3. Generate analysis summary
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131 131  ├── Audit Sampling Scheduler
132 132  └── Federation Sync Adapter (Release 1.0+)
133 133  ``` **Processing:**
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134 134  * Parallel processing where possible
135 135  * Separate component calls
136 136  * Quality gates between phases
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150 150  * ✅ Clear "AI-Generated - POC/Demo" labeling
151 151  * ✅ All quality gates active (including contradiction search)
152 152  * ✅ Users understand this demonstrates AI reasoning capabilities
153 -* ✅ Risk tier classification shown (demo purposes) **Philosophy Validation:** POC proves automation-first approach works. == 10. Related Pages == * [[Automation>>FactHarbor.Specification.Automation.WebHome]]
154 -* [[Requirements (Roles)>>FactHarbor.Specification.Requirements.WebHome]]
158 +* ✅ Risk tier classification shown (demo purposes) **Philosophy Validation:** POC proves automation-first approach works. == 10. Related Pages == * [[Automation>>Archive.FactHarbor.Specification.Automation.WebHome]]
159 +* [[Requirements (Roles)>>Archive.FactHarbor.Specification.Requirements.WebHome]]
155 155  * [[Workflows>>FactHarbor.Specification.Workflows.WebHome]]
156 -* [[Governance>>FactHarbor.Organisation.Governance.WebHome]]
161 +* [[Governance>>Archive.FactHarbor.Organisation.Governance.WebHome]]
157 157  * [[Decision Processes>>FactHarbor.Organisation.Decision-Processes.WebHome]] **V0.9.70 CHANGES:**
158 158  - ❌ REMOVED: Section "Human Review Workflow (Mode 3 Publication)"
159 159  - ❌ REMOVED: All references to "Mode 3"
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165 165  - ✅ ENHANCED: Gate 2 (Contradiction Search) specification
166 166  - ✅ ADDED: Clear human intervention criteria
167 167  - ✅ ADDED: Detailed audit system explanation
168 -