28/10/2026
Can AI Help Build More Reliable Quantum Computers?
Quantum computers hold enormous potential, but even small errors can disrupt their calculations. Developing effective ways to correct these errors remains one of the field's biggest challenges.
Researchers Dr. Eliya Nachmani and Yotam Peled from Ben-Gurion University of the Negev's School of Electrical and Computer Engineering have developed LiftDiff, a generative AI framework designed to discover new quantum error-correcting codes.
Instead of relying solely on conventional code-design methods, LiftDiff uses guided diffusion to generate codes with desirable properties.
In computational simulations, several generated codes outperformed established benchmarks, demonstrating the potential of AI-assisted quantum code design.
The findings, shared in a new arXiv preprint, offer a promising research direction toward more reliable, fault-tolerant quantum computing.