Changes for page AI Knowledge Extraction Layer (AKEL)
Last modified by Robert Schaub on 2025/12/24 20:33
Summary
-
Page properties (1 modified, 0 added, 0 removed)
Details
- Page properties
-
- Content
-
... ... @@ -12,8 +12,6 @@ 12 12 13 13 Human reviewers, experts, and moderators always retain final authority. 14 14 15 ----- 16 - 17 17 == Purpose and Role == 18 18 19 19 AKEL transforms unstructured inputs into structured, review-ready drafts. ... ... @@ -28,8 +28,6 @@ 28 28 * Re-evaluation proposal generation 29 29 * Cross-node embedding exchange (Release 1.0+) 30 30 31 ----- 32 - 33 33 == Components == 34 34 35 35 * **AKEL Orchestrator** – central coordinator ... ... @@ -41,63 +41,51 @@ 41 41 * **Embedding Handler** (Release 1.0+) 42 42 * **Federation Sync Adapter** (Release 1.0+) 43 43 44 ----- 45 - 46 46 == Inputs and Outputs == 47 47 48 48 === Inputs === 49 - 50 -* User-submitted claims or evidence 51 -* Uploaded documents 52 -* URLs or citations 53 -* External LLM API (optional) 43 +* User-submitted claims or evidence 44 +* Uploaded documents 45 +* URLs or citations 46 +* External LLM API (optional) 54 54 * Embeddings (from local or federated peers) 55 55 56 56 === Outputs (all require human approval) === 57 - 58 -* ClaimVersion (draft) 59 -* ScenarioVersion (draft) 60 -* EvidenceVersion (summary + metadata draft) 61 -* VerdictVersion (draft; internal only) 62 -* Contradiction alerts 63 -* Re-evaluation proposals 50 +* ClaimVersion (draft) 51 +* ScenarioVersion (draft) 52 +* EvidenceVersion (summary + metadata draft) 53 +* VerdictVersion (draft; internal only) 54 +* Contradiction alerts 55 +* Re-evaluation proposals 64 64 * Updated embeddings 65 65 66 ----- 67 - 68 68 == Architecture Overview == 69 69 70 -{{include reference="FactHarbor. Archive.Diagramsv0\.8q.AKEL Architecture.WebHome"/}}60 +{{include reference="FactHarbor.Specification.Diagrams.AKEL Architecture.WebHome"/}} 71 71 72 ----- 73 - 74 74 == AKEL and Federation == 75 75 76 76 In Release 1.0+, AKEL participates in cross-node knowledge alignment: 77 77 78 -* Shares embeddings 79 -* Exchanges canonicalized claim forms 80 -* Exchanges scenario templates 81 -* Sends + receives contradiction alerts 82 -* Never shares model weights 66 +* Shares embeddings 67 +* Exchanges canonicalized claim forms 68 +* Exchanges scenario templates 69 +* Sends + receives contradiction alerts 70 +* Never shares model weights 83 83 * Never overrides local governance 84 84 85 85 Nodes may choose trust levels for AKEL-related data: 86 86 87 -* Trusted nodes: auto-merge embeddings + templates 88 -* Neutral nodes: require reviewer approval 75 +* Trusted nodes: auto-merge embeddings + templates 76 +* Neutral nodes: require reviewer approval 89 89 * Untrusted nodes: fully manual import 90 90 91 ----- 92 - 93 93 == Human Approval Workflow == 94 94 95 -1. AKEL generates draft outputs (AuthorType = AI) 96 -2. Reviewers inspect and approve/moderate the drafts 97 -3. Experts validate high-risk or domain-specific outputs 98 -4. Moderators finalize publication 81 +1. AKEL generates draft outputs (AuthorType = AI) 82 +2. Reviewers inspect and approve/moderate the drafts 83 +3. Experts validate high-risk or domain-specific outputs 84 +4. Moderators finalize publication 99 99 5. Version numbers increment, history preserved 100 100 101 101 No AKEL output is ever published automatically. 102 - 103 -----