About the operator
Jonathan Corners keeps field notes from the place where AI gets physical, economic, and a little weird.
Sentimark is the notebook beside the human work: less company voice, more lab log. I am also the founder of Voxell, where I work on GPU-native computing for real-time AI.
Signal
I am a husband and a father of four, which means I have spent a lot of life trying to teach and then realizing the lesson came back at me sideways. For a few years I ran a Dungeons and Dragons game with the kids every weekend. Around the house there was a bright pink coffee-and-rockets T-shirt phase. It was not subtle. It was accurate.
Professionally, I have 30+ years in architecture, data platforms, AI systems, cloud infrastructure, finance, healthcare, and international business. If we count the Altair BASIC Star Trek game I started improving at eight years old because I did not like the math, the number gets closer to fifty. I usually say thirty because otherwise people start looking for the museum placard.
Current vector
Voxell, Mashsort, GPU-native architecture, memory management, parallel data pipelines, and pragmatic paths from research to useful systems.
Personal orbit
I rowed in college, and the ocean stayed with me: a high-rise over Tokyo Bay, a low-rise near the water in Cancun, and a lifelong preference for horizons that move. I played football and soccer as a kid. The sports mostly moved from the field to the armchair, but some part of me still dreams of flying downfield as fast as my legs can carry me.
Operating range
Mechanical and aerospace engineering at UC Irvine, or, if we are being honest, Star Trek studies with gravity as the stubborn lab partner. AWS, Azure, Snowflake, AI/ML platforms, data engineering, technical architecture, team building, and high-performance delivery.
Open channel
Licensing, partnerships, hard GPU computing problems, model economics, and the strange incentives shaping AI tooling.