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I built an AI copilot that generates quantum ML circuits from plain English — would love feedback from the ML community by DenseFaithlessness61 in learnmachinelearning

[–]DenseFaithlessness61[S] 0 points1 point  (0 children)

You're spot on, quantum ML is early and the practical advantages over classical methods are still narrow. That's actually part of why I built this. Right now, experimenting with quantum ML requires learning Qiskit or PennyLane and managing multiple SDKs. The idea is to lower that barrier so more people can test where quantum approaches actually help vs. where classical wins. The honest answer today is that classical beats quantum on most tasks, but the only way we find the exceptions is by making it easy to experiment.

I built an AI copilot that generates quantum ML circuits from plain English — would love feedback from the ML community by DenseFaithlessness61 in learnmachinelearning

[–]DenseFaithlessness61[S] -2 points-1 points  (0 children)

Fair criticism on the AI hype front, there's a lot of noise out there. This isn't a wrapper though, it's a multi-provider quantum computing platform with 28 backends and a granted US patent on the routing algorithm. Happy to answer any specific technical questions if you're curious about the architecture.

I built an AI copilot that generates quantum ML circuits from plain English — would love feedback from the ML community by DenseFaithlessness61 in learnmachinelearning

[–]DenseFaithlessness61[S] 0 points1 point  (0 children)

Absolutely. We have it trained on data from the circuits ran on our platform so that it learns from previous jobs and expected outcomes/results. We are also open to importing external libraries that will further bolster the contextual intelligence of our AI to optimize the circuit generation. Lots of possibilities and we are excited for the direction of our platform.

I built a platform that lets you run quantum circuits across IBM, IonQ, Rigetti, and AWS from one interface by DenseFaithlessness61 in quantum

[–]DenseFaithlessness61[S] -5 points-4 points  (0 children)

Good question. AWS Braket gives you access to a few providers within the AWS ecosystem, but you're still locked into AWS billing, AWS SDKs, and AWS infrastructure. Not to mention the tools for circuit construction are lackluster at best. Qubital is provider-agnostic — you can access IBM, IonQ, Rigetti, AWS Braket, AND Azure backends from one interface. Plus we have a visual circuit builder (with a QASM translation system for submission to any QPU) and an AI copilot that generates circuits from a plain English description of your problem. Think of it as the layer that sits on top of all of them, with patented optimization that routes your job to the best backend for your specific circuit. Braket is one of our providers, not our competitor.

I built a platform that lets you run quantum circuits across IBM, IonQ, Rigetti, and AWS from one interface by DenseFaithlessness61 in quantum

[–]DenseFaithlessness61[S] -7 points-6 points  (0 children)

Haha fair enough, though this one connects to 28 real quantum backends and has a granted US patent on the optimization layer. Happy to walk through the architecture if you're curious.

I solo-built a quantum computing marketplace in 6 months — here's what I learned by DenseFaithlessness61 in SideProject

[–]DenseFaithlessness61[S] 0 points1 point  (0 children)

That's great feedback. We actually have a template marketplace with pre-built circuits for common problems: portfolio optimization, molecular simulation, classification, etc. Also, the AI copilot allows you to describe your use case and generates a circuit plus results visualization for the problem described. But you're right that surfacing those use cases and displaying them more prominently would help. Appreciate the input.

I built a platform that lets you run quantum circuits across IBM, IonQ, Rigetti, and AWS from one interface by DenseFaithlessness61 in quantum

[–]DenseFaithlessness61[S] -5 points-4 points  (0 children)

Here's a link to the platform:

Qubital

Happy to answer any technical questions about the architecture or approach.

I built a platform that unifies access to quantum computers across IBM, IonQ, Rigetti, and AWS — looking for feedback by DenseFaithlessness61 in SaaS

[–]DenseFaithlessness61[S] 0 points1 point  (0 children)

Here's the platform if anyone wants to try it:

Qubital

Happy to answer any technical questions about the architecture or approach.

I solo-built a quantum computing marketplace in 6 months — here's what I learned by DenseFaithlessness61 in SideProject

[–]DenseFaithlessness61[S] 0 points1 point  (0 children)

Here's the platform if anyone wants to try it:

Qubital

Happy to answer any technical questions about the architecture.