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The section explaining why GPUs are essential for AI training is concise and effective. Syed Ahmer Shah keeps even difficult concepts accessible.

Developers interested in machine learning, LLMs, or AI infrastructure will gain a lot from this article. Excellent work by Syed Ahmer Shah.

This is one of those articles worth revisiting multiple times. Syed Ahmer Shah packed a huge amount of valuable technical knowledge into one resource.