I dont know of Dynex has ever gone through a formal vetting process.... like... I dont think they have phoned someone like TomsHardware, etc etc.... and said "Hey, can you verify us to make sure we are legit?" .... like I dont think they've done that. I dont even know what companies offer that kind of thing. That said: Dynex has been audited by Cybеrscopе, an independant 3rd party. Like here:
https://www.cyberscope.io/audits/dnx
As well y3ti-audits (who is a 3rd party entity, with years of experience dating back long before Dynеx existed) has since actually joined the dynex team. He is a very well respected individual in the cryypto-industry with a very good reputation, his experience going back to when you could mine BTC with a CPU. He owns a large auditing firm in the UK. He joined the dynex team recently. As well, you can type: Dynex quantum into google, then hit the news tab. Theres a wealth of information, they recently partnered with InCor health for research in the medical field.
More importantly, however, I think what Dynex does is they let the tech do the talking. They put their money where their mouth is. This is the argument about the sky being blue .... and yes.... it is very comparable to this situation. But I'll give you an even better one. You start a company that makes glass coffee mugs, and you advertise: "You can smash it on the ground with all your might, or drive over it with a tank, and it wont crack or event dent. In fact, it wont even scratch".
Now of course, no sane, rational, free-thinking specimen is going to ever believe you. Your company has never been through a formal vetting process. So everyone is calling you a liar, and rightfully so, right? So what do you do? You go up to the skeptics and you say: Here's the glass mug. Here's the concrete floor. I'll stand over here. Go ahead. Do your worst. Oh, and there's the tank, and here's it's keys. I'll stand over here. Go ahead. Do your worst. Can we at least agree on one thing: First hand experience is the most reliable vetting of legitimacy? Even more reliable than a 3rd party? The moment I hand you the mug, and you realize you can't even make a scratch in it, at that point, 3rd party reviews like TomsHardware don't matter. Why would you even care about 3rd party reviews at that point? I told you what my product does, and I let you in the drivers seat to test for yourself. What more do you want? This is the "Go outside and look up" that we are doing here.
You know what's more reliable than a 3rd party vetting company? Or peer reviews (Which dynex is working on getting as well)? First hand experience. The tech does what it does. FIRST HAND EXPERIENCE. That's what Dynex does. They don't say "Oh, we got verified by this company and that company". Even to someone like me, "we got vetted by a 3rd party" means nothing. But I told you about cyberscope/y3ti anyway. To me though, that itself is meaningless. If I'm the skeptic, I'm going to say "Give me the mug and the keys to the tank". That's how dynex works. What's more reliable? A secondary source? or personal hand on experience? If I go to you, as the skeptic and say "Here's the mug, heres the keys to tank. Do you worst", and you STILL dont believe me, well, then I'm sorry, at that point, I can't help you.
As far as use case goes, they offer quantum as a service, So, you probably know who Rigetti is? Or Quantinuum? Or D-Wave? You've probably heard of them. I've seen them on TomsHardware and other sites. So dynex does what they do. I know NVidia and IBM do it to. But Dynex does it massive magnitudes faster and fractions cheaper. The world is going through an AI boom, and Dynex benchmarks have shown that it can train LLMs, that sort of stuff, massive magnitudes faster than anyone else for fractions cheaper, and any skeptic can go onto their discord, and say "give me the mug and the keys to the tank". They do offer scheduled 1-to-1 demonstrations, which they have also done at crrypto-conferences. They do show-casings and live in-person demonstrations. But I will say this: when Dynex does blow up, you will see a GPU shortage like nothing your wildest imagination could ever fathom. Why? Because we are in a massive AI boom and everybody and their dog knows it. As well, Dynex mining algo is 100% ASIC proof. It's only GPUs. As well, the mining algo is very cold and very efficient. The fact that a 10 year old kid could spend his lawn-mowing money training models should tell a story. These things, in the center of an AI boom are the perfect recipe for a massive GPU shortage. Crrypto mining will be back, and it will be massive magnitudes bigger than it ever was for eth because of AI and Dynex.
One final note: I don't blame you at all for being skeptical. You asked some very good questions. I would be skeptical too if I heard all of this out of nowhere. I would be skeptical of the company who made that glass mug, ABSOLUTELY.... 127%, for sure.... but..... first thing I would say is: Give me the mug and the keys to the tank. Get out of the way. That's what I would do. They have a discord server where they can really take you down the rabbit hole. I will be the first to admit: I don't know a whole lot about quantum computing. I just see their benchmarks and what they are doing, so now I'm just kind of telling people like.... look out, its coming.
EDIT: I've made some changes to the first 3 paragraphs for clarification since writing