Demand for increasing AI compute is keeping chip supply short for the foreseeable future, and Samsung is coming out ahead. The world's largest semiconductor-maker is reaping the rewards of a global memory chip shortage driven by AI demand so rapacious that it's making everyone else miserable. Samsung said in its latest earnings report that it saw record profits, up almost 500% from the same period last year, to $31.72 billion. The figure was boosted by a nearly 50-fold increase in revenue from its chip business.  The company has sold out all of its memory production capacity for the rest of this year and says that shortages, which are driving up prices of everything from laptops to smartphones to external storage devices to  gaming consoles ,  will  get worse in 2027 . That, in all likelihood, will continue to increase prices for tech devices and begin affecting the shopping behavior of millions of consumers.…