Theory and Papers

The broad whitepaper and the narrower epistemic-topology paper.

Main Whitepaper

Biological Motifs for Agentic Control

This is the broad umbrella document for the project. It covers biological/software mapping, motifs and architecture, pathology and healing, and the implementation overview.

Narrower Paper

Epistemic Topology for AI Agent Systems

This is the tighter paper extracted from the whitepaper. It focuses on review bottlenecks, error amplification, sequential penalty, parallel benefit, and tool-density coordination tax.

How to Read Them

If you want the practical architecture question first, start with the epistemic topology paper. If you want the full conceptual project, start with the main whitepaper.