In my previous articles I discussed the balance between model quality and hardware requirements for running AI models locally. For this article I wanted to discuss software and how my AI Workstation build was designed to work with the software packages and how I can switch between them to complete certain tasks.
Building an AI workstation is rarely about buying the single fastest component on the market; it is about finding the specific "sweet spot" that fits your workload. Whether you are prioritizing VRAM capacity, PCIe lane availability, or thermal management, the right build depends entirely on how you plan to use your machine. The goal isn't just raw power, but the ability to run the tools you need efficiently.
This is the first article in a new AI Hardware series talking about the requirements for running AI Models and why paying attention to these things can help you build a better AI Workstation. If anything learning why a DGX Spark or Mac Mini work but, can also be really slow.
2026 marks the 30th year for Lexar and they started CES off with an announcement that they were going to be the global storage partner for the Argentina National Football (Soccer) Team and launched a number of AI focused storage devices.
According to CES 2026 material there were over 4100 exhibitors registered to attend along with several unknowns looking to take advantage of CES by hosting their own events in area hotels. It is not practical to see everything but with a good pair of shoes and a crisp Pepsi I attempted to do the impossible.
Computex 2011 - Taipei Taiwan, this is our day two coverage showing the sights and hardware we looked at during the second day of the show.
Computex 2011 - Taipei Taiwan, this is our day one coverage showing the sights and hardware we looked at during the first day.
I may have said this before but there are actually two shows going on at Computex. You have the main hardware and computer based show and the second show which includes booth babes, showgirls, and other assorted models tasked with attracting visitors to their booth. While I am not at the show for the girls it is difficult to ignore their existence. In fact based on past traffic numbers neither can you.
Any time you expose the atmosphere to something cold you run the risk that water in the air will begin to condense. Common forms of condensation would be an icy windshield, water on a cold can of Pepsi, and even the frost in your freezer. The only way to prevent condensation is to insulate against it.
Software Choices for a Multi-GPU AI WorkstationASRock Steel Legend 360 LCD Liquid CPU Cooler Review @ ThinkComputersASRock Radeon RX 9070 XT Taichi White OC @ TechPowerUpCORSAIR MAKR PRO 75 Hall Effect DIY Keyboard Review @ Funky Kit ReviewdarkFlash Explore DE360 @ TechPowerUpAorus X870E Elite X3D Ice Motherboard ReviewCrimson Desert Performance Benchmark ReviewHighPoint Announces Rocket 1604L: The World’s Most Compact PCIe Gen5 x16 Retimer AIC for AI and Industrial EdgeTurboQuant - the Pied Piper Technology for AITurboQuant: Revolutionizing AI Efficiency Through Extreme Compression – A Game Changer for Search and Large Language Models