Journal

Development updates from the Marr Dynamics project and researched coverage of the autonomous systems industry.

Industry

The thermal management problem nobody talks about

Most autonomous platform failures in extreme environments trace back to the same root cause. It is not software. It is not navigation. It is thermal regulation at the component level, and the industry is only starting to take it seriously.

 Internal

Where we are, March 2026

An honest update on what exists and what does not. We have a direction. We have early research. We do not have a product. Here is what we are actually working on and why this project exists in the first place.

 Industry

Terrain navigation in 2026: what actually works

GPS-denied navigation for ground-based autonomous systems has improved significantly in the last two years. Here is a survey of the approaches that are producing real results and where the remaining gaps are.