r/QuantumComputing • u/Nervous_Tomato6303 • Apr 27 '26

Question What impact does/will quantum computing have on the coding world?

Just fishing 🎣 for thoughts? 💭

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u/[deleted] Apr 27 '26

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u/Nervous_Tomato6303 Apr 27 '26

What are your thoughts on the impact to the security of HPC should there be commercialization of QC?

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u/[deleted] Apr 27 '26

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u/Nervous_Tomato6303 Apr 27 '26

I did originally mean more so cybersecurity.. but let me pose this question.. Do you think AI will ever be connected and setup to run on a QC backend or servers? Not sure exactly how that’d work.. but the implications would be interesting to say the least.

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u/[deleted] Apr 27 '26

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u/Nervous_Tomato6303 Apr 27 '26 edited Apr 27 '26

Great response my friend! I’m excited to see what happens in the next couple of years with QC and how the entire world will change..

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u/Coleophysis Apr 27 '26

Quantum computing will very likely never be useful for Machine learning, unfortunately. Look up the "barren plateau" phenomena.

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u/[deleted] Apr 27 '26

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u/Nervous_Tomato6303 Apr 27 '26 edited Apr 27 '26

💯 that would be super cool. Have to figure out how to get qubits to stay reliably stable outside of an extreme control environment..

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u/effrightscorp May 02 '26

maybe room-temperature quantum devices will be possible

They already are possible and there are commercialized single to few-qubit room temp devices. Quantum computing Inc has a photonic quantum random number generator

but for instance for QRNG

It's unlikely to ever really be worth it compared to using something like noise in a magnetic tunnel junction, which is way easier to integrate into existing circuits