Most AI agents still behave like clever chat systems with tools. This article lays out a governed organism style architecture that treats regulation, memory, identity, social reasoning, and foresight as first class system layers. You get a deployable stack for digital twins and high stakes environments, with verifiable action selection and long horizon coherence.
identity systems
2 posts
The Personal Interaction Chronicle is a reflective AI system that helps you reclaim your digital history. It turns everyday online interactions into narrative insight, identity understanding, and intentional discovery, without surveillance or algorithmic control.