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That's just not the case in my experience. When, for instance, I annotate such large PDFs (by highlighting certain passages etc) on my iMac (3.4 GHz Intel Core i7, 16GB RAM) it takes a fair time for them to be saved to their new state. Perhaps the 15-inch rMBP will cope better.
And why is that ram related?
 
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