Beyond the Agent: The Google Ecosystem as a Unified Computational Intelligence Paradigm

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 frames the agent as the fundamental unit of intelligent computation: a bounded system that receives input, reasons over it, and produces output. This framing has become a