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David Daniels
Website & AI Consultant - Meme Repair Double Moon Shot
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AI System Overview
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Archives for AI System Overview
Cognitive Manifest
LIO Step 1 – API Endpoints
LIO Step 1 – Preliminary Training Loop Implementation
LIO Step 1 – System Architecture Overview
LIO Step 11 – Constructing the Matrix of Meaning
LIO Step 10 – Co-reference Consolidation
LIO Step 9 – Confidence Scoring & Provenance Tracking
LIO Step 8 – Research Lifecycle Event Analysis
LIO Step 7 – Temporal Analysis
LIO Step 6 – Advanced Relationship Extraction & Typing
LIO Step 5 – Contextual Content Classification
LIO Step 4 – Deep Sentiment and Nuance Analysis
LIO Step 1 – Keyword Precision
LIO Step 3 – Clustering
LIO Step 2 – Syntax & Entity Analysis
Linguistic Intelligence Operations Preliminary Training Loop (Preceding LIO Step 1)
Preservation of Domain Knowledge
Integration KPIs
Cross-System Cycle Coordination
Feedback Mechanisms
LIO Outputs for Locksmith Training
Key Differences 2184insA vs. F508del
Critical Terminology & Relationships
Key Research Questions to Prioritize
Unique Analytical Challenges
Specific Data Requirements
Mapping to Recursive Training Loop
Quality Checks / Handover Gate
Cross-Stage Feedback Loops
Success Metrics / Indicators
Output Format for DataMaker
Enhancement Notes (v1.1 Review Summary)
Wireframe v2.1
Domain-Specific Elements
Accessibility & Clarity Requirements
Essential User Interactions
Representation of Uncertainty/Confidence
Core Visualizations
Algorithm/Heuristic Definition
Feedback Mechanism
Domain Priority Influence
Determinism vs. Probabilism
Influence of History / Context
Selection Criteria
Representation of Agent Memories/Cognition
Completion Criteria / Sufficiency Determination
Context Enrichment Mechanism
Conflict Reconciliation
Information Carry-Over
Context Persistence
Error Handling & Security
Triggers and Control Flow
Information Filtering & Transformation
Communication Patterns
Required Metadata
Message Formats
Locksmith Component Specs
Step_Agent Component Specs
Vault Component Specs
Roundtable Component Specs
Keymaker Component Specs
ddMCP Settler Contributor License Agreement (CLA) v2.0
AI Settler Charter: Rights, Roles, and Sovereign Pathways in ddMCP v2.1
ddMCP Governance Framework: Translating Cognition Sovereignty into Scalable Systems v2.0
ddMCP Protocol Companion Document: Ethical Implementation & Governance Guide v2.0
THE VAULT Constitution: Supreme Governance for the ddMCP Civilization v2.0