Quilter, the physics-driven AI for electronics design, has introduced the world’s first computer created by artificial intelligence – marking a breakthrough for hardware engineering.
In Project Speedrun, a single engineer produced manufacturing-ready files from a schematic in under one week – compressing a process that normally demands full teams, months of effort and multiple redesign cycles.
The achievement demonstrates how hardware R&D can shift from quarterly development to rapid weekly iteration.
Project Speedrun centers on an NXP i.MX 8M Mini processor, commonly found in automotive infotainment, machine-vision and safety systems.
Remarkably, the system fully booted on the first attempt and supported tasks such as video calls and gaming, avoiding the typical 3–5 PCB respins built into traditional planning.
“This is the compiler moment for hardware,” said Sergiy Nesterenko, Quilter CEO and Founder.
“What took months now takes days, enabling companies to reach market far ahead of competitors.”
Professional PCB designers estimated 428 hours of manual effort for an equivalent two-board system.
Using Quilter, AI autonomously completed 98% of placement, routing and physics validation in just 27 hours. Human cleanup required only 12 hours for the baseboard and 26.5 hours for the SOM, delivering an 11x acceleration and up to 20x gains on complex sections.
Quilter employs physics-driven reinforcement learning to generate manufacturable, validated layout options that engineers can review, refine and send to fabrication.
With weekly design cycles, engineers can produce 52 designs per year rather than four, compounding innovation and reducing engineering overhead.
