Quantum technology has reached a turning point, echoing the early days of modern computing. Researchers say functional quantum systems now exist, but scaling them into truly powerful machines will require major advances in engineering and manufacturing. By comparing different quantum platforms, the study reveals both impressive progress and steep challenges ahead. History suggests the payoff could be enormous—but not immediate.
I can currently only see them used as accelerators of some type right now. Could see them used potentially for GPUs, but generally I suspect some form of compute first. GenAI anyone? SkyNET? But that is only if they can be made portable for laptops or phones which is still a major issue still needing to be addressed.
I don’t expect them to replace traditional chips in my lifetime if ever.
Like used as GPUs or like GPUs. The latter, certainly. The former not as much. They aren’t a replacement for current tech they accelerate completely different things (and they really do nothing currently that your average consumer would be interested in anyway).
Yes they will probably never replace them because they’re actually slower than classical computers in doing simple calculations.
Quantum ML is actively being researched. However I am not informed at all about the advancement in this field specifically.
But the good news is that it doesn’t need to be portable, we can use them just as we do right now with remote access!