From Data Cleaning to Ambient Human-AI Co-Creation — A Research, Development, and MVP Architecture Study

Author: PeacebinfLow | Organization: SAGEWORKS AI (SageX AI) | Location: Maun, Botswana | Version: 1.0, 2026 | Repository: github.com/PeacebinfLow/ecosynapse







Abstract


The dominant paradigm in applied artificial intelligence...