Generative AI core operations are remarkably expensive due to the immense computational power required for machines to generate text. This new era in computing signifies a shift from machines simply looking up information to actively thinking, necessitating substantial compute and energy resources. Some analysts speculate that the current expenses on GPUs for AI operations might be challenging to recover in the future, although not all GPUs are solely dedicated to foundation models.

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