For years, GPUs were the only path to cutting-edge AI. Now, the landscape is shifting. With CPUs evolving, custom silicon rising, and Intel Gaudi offering a middle ground, enterprises finally have real choices. The question isn’t GPUs versus ASICs — it’s which tool fits your workload stage best.

At the same time VMware lost its spark, AI emerged as the next big tech wave. Leading this charge was NVIDIA, a company originally known for gaming GPUs but now dominating AI and data center computing. NVIDIA quickly stepped into the gap left by VMware, capturing the excitement of IT professionals and hobbyists alike.

As AI accelerates computing demands, traditional air cooling can no longer meet thermal requirements efficiently. Direct-to-chip liquid cooling offers a revolutionary solution by removing heat directly from chips through a sophisticated cooling process.

When trying to run Python code from VS Code's terminal, I encountered this error: The term 'python' is not recognized as the name of a cmdlet, function, script file, or operable program.