John Carmack predicts a trend towards integrated graphics, unified memory (2011)
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I wonder the context of the prediction, since smartphones, tablets and consoles have always followed this trend. And even Intel with their integrated graphics.
Also, on the highest-end, I don't think that will ever be the case because merging CPU and GPU creates huge thermal constraints...