Show HN: AI system for quantum security analysis (rivals €500k hardware)

3 months ago 23

I've been working on this for 6 months - built a hybrid neural network that performs quantum security analysis with hardware-level performance in pure software.

Technical achievements: • 95% detection accuracy in <10ms response time • Bell inequality violation detection (up to 2.828 CHSH values) • QKD channel analysis and QRNG validation • Multi-task learning architecture

The breakthrough was combining quantum encoding with classical neural networks to achieve real-time analysis that previously required expensive quantum hardware systems.

Demo: https://celebrated-faun-feff7e.netlify.app

Looking for feedback on the technical approach and potential use cases. What do you think about using AI to democratize quantum security?

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