Research & work

Software architecture research

Cognitive CPU.

Cognitive CPU studies how AI reasoning becomes structured, executable work. It is a software architecture: a way to connect objectives, context, operations, and feedback.

A person sketches connected stages of a system flow on a whiteboard.
Research question

How can reasoning stay connected to what a system actually does?

The research focuses on making work understandable across its lifecycle: what was intended, what happened, and what the system learned from the result. Clear interfaces connect reasoning to execution without treating a model response as the whole system.

In the architecture

Connected research.

Memory provides context; the runtime connects structured work to action and feedback.

Public conceptual overview. Research connections describe areas of study.