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Los Angeles-based startup Quilter has successfully designed a Linux single-board computer in one week, utilizing artificial intelligence with under 40 hours of human oversight. The project, named Project Speedrun, involved creating a device with 843 components across two printed circuit boards that booted Debian Linux on the first attempt.

The AI system selected components and optimized the design while adhering to constraints like power efficiency. This represents a significant reduction in development time, compressing a typical 11-week cycle by over 90%.

The dual-PCB architecture allowed for modular testing, while the AI's predictive capabilities eliminated common design errors. Quilter aims to scale its platform for applications in defense and medical devices, with potential implications for the tech industry at large, including faster innovation cycles and reduced costs for startups.