Performant AI Workstation Setup with Intel Core Ultra 7 265K/265 & Intel Arc B580

When planning a high-performance AI workstation on a $1,100 budget, I aimed for a balance of power, efficiency, and longevity. After researching component options, I chose the Intel Core Ultra 7 265K and Intel Arc B580, a combination well-suited for machine learning, LLM inference, and even gaming. This build plan prioritizes low noise, energy efficiency, and future-proofing, while remaining cost-effective. In this video, I document my thought process, the trade-offs I considered, and why this setup makes sense for AI workloads.