Hardware dependence -- what it is and why it's a problem [Q&A]


We're currently in the middle of a global chip shortage, while at the same time major hardware companies like Intel, NVIDIA and Arm are looking to dominate the hardware market for AI and ML applications.
This creates something of an issue where models have to be tuned and optimized according to specific hardware specifications and software frameworks, sacrificing the portability that the industry has come to take for granted..
Does eSIM solve a chip shortage problem?


Smartphones today feature an array of cutting-edge technologies, from folding touchscreens to automatic crash detection. One less flashy but equally exciting of these innovations is the eSIM. While still new, this concept is catching on quickly and could dramatically alter the smartphone market.
Some people hope eSIM technology will help address one of smartphones' most significant challenges today -- the chip shortage. As phone manufacturers across the globe struggle to meet demand, will eSIM be the answer to their supply chain woes? Here’s a closer look at this technology and its potential impact.