MA
Public post
Mayank A.
Sep 2026 • linkedin
Post excerpt
Utopia is an open-source, ontology-driven knowledge system designed to give enterprise AI agents a persistent model of how organizational knowledge changes over time. Its key idea is a bitemporal knowledge graph => every fact records both when it was true in the real world and when the system learned or accepted it, so corrections do not overwrite history, they create a new version while preserving the old one and its provenance. Documents, web sources, GitHub, Jira, databases, and other inputs are converted into …
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