Week1 , text generation before transformers

what does this sentence which appears towards end of that lecture means?

"This novel approach unlocked the progress in generative AI that we see today. It can be scaled efficiently to use multi-core GPUs, it can parallel process input data, making use of much larger training datasets, and crucially, it’s able to learn to pay attention to the meaning of the words it’s processing. "

Wanted to understand the role of being able to use multi core GPU here


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