Yarian.com

Applied research on machine intelligence through time, from Mark Yarian and Yarian Works, LLC, the company behind SynapticSteel.

Our focus is a persistent, evidence-backed understanding of an individual physical machine through time. Maintenance, observations, interventions, and outcomes belong on one attributable timeline, and machine recommendations stay separate from the people who make the decisions.

On this channel: research notes, digital-biology background explainers, and founder perspective on building industrial machine intelligence without the hype. We say plainly what is known, what is design intent, and what is still being explored.

Company and contact: yarian.com.
https://www.instagram.com/synapticsteel/