Raj Mirpuri

Hi folks,
In 1975 Bill Gates envisioned a PC in every home. If they took up 1000 sq ft, we wouldn't be here today! So in 2026 I envisioned smarter algorithms in every corner of computer science. Much like those 5 MB neural branch predictors that increase your desktop's efficiency, we need to see a diversity of AI techniques and technologies applied to solve some nice useful problems - "an AI in every PC!"

I think AI in the modern genAI era is hard to reproduce, study, and understand - this has consumer impacts and limits both utility and overall profitability of all AI and computing tech. I think it uses too many resources, lots of waste.

So I have a new architecture, and I applied it to make a really kickass vision model - JEV for vision tasks basically more or less. No training, stick it on a 200$ cell phone with a camera, and get some useful multiple choice predictions, scoring, and boolean answers for robotics or every day vision tasks, maybe build AI for your games where it can watch and play along - things of that ilk!…