That does look cool.
The nitty gritty is that quantum computing, when/if we manage to make it work, will render most existing cryptography obsolete. That includes TLS used to encrypt every website starting with “https://” and for the junkies, toddler twiddlers, and political dissidents, TOR too. And VPNs.
On a side note, we know from Snowden’s revelations that the UK did a “full take”, meaning they permanently recorded and retained all data going over their internet links. This was in 2013, 9 years ago. Today of course everybody does it.
This means the government will be able to view everything you did online for the past 10 years, if not more. And by “you”, I mean “YOU”. Everybody. Here in the US, they aren’t allowed to look at US citizen data without a court order but a) the TLAs only pay lip service to that, we know this from other Snowden revelations and b) The US is in league with the “14 eyes”, 13 other countries that agree to share SIGINT.
It basically breaks all forms of encryption other than those specifically designed to be resistant to quantum attacks. These algorithms do exist, and work fine, they just aren’t in wide use yet. The link @woolen_horde posted is about switching to those new algorithms. We need to do that before quantum computing even approaches the mainstream or basically all commerce (both offline and offline) and privacy will be destroyed in the blink of an eye.