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Q-CTRL’s AI-Based Tools Help Quantum Computers ‘Self-Tune’ for Unparalleled Results

AI-based tools may help quantum computers to optimize their own performance autonomously.

A new AI-based toolset developed by scientists at Q-CTRL enables quantum computers to optimize their own performance autonomously without user intervention, according to a company news release.

The fundamental building blocks of quantum algorithms are extremely susceptible to errors, posing the most substantial barrier to progress in quantum computing.  Q-CTRL’s new tools use custom AI agents to enact algorithms with fewer errors and ultimately better performance for quantum computing end users.

Available as a new feature on the company’s flagship BOULDER OPAL software, the Automated Closed-Loop Hardware Optimization tool leverages AI to achieve unparalleled results from quantum computers without users needing a detailed understanding of the hardware.

The feature is a major step towards fully abstracted quantum computer hardware powered by AI, according to Michael J. Biercuk, founder and CEO of Q-CTRL, a startup that applies the principles of control engineering to accelerate the development of quantum technology.

“Just like software abstraction on conventional computers enables programmers to write algorithms without a need to understand how a transistor works, this tool makes it much easier for researchers to explore the potential of quantum computers,” Biercuk said. “We believe it will accelerate the development of quantum computer hardware and applications, pushing the industry closer toward delivering real-world business value.”

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Q-CTRL scientists had previously demonstrated its technology and expert team could create novel quantum logic gates for individual qubits with up to 10 times better performance than the standard logic gates on an IBM quantum computer. In laboratory experiments, the team found the new AI agent could also autonomously discover new multiqubit gates with up to two times reduction in errors than the default gates – this time without any expert intervention.

“Watching a quantum computer tune itself up with this tool and deliver quantum logic with lower errors than that achieved by the best hardware development teams in the world is quite amazing,” Biercuk added.

BOULDER OPAL is an advanced Python-based toolkit used by research teams at national laboratories, top-tier universities, and private-sector quantum companies to integrate state-of-the-art quantum control into their research and product engineering.

“This new feature is both an exciting technical and strategic innovation,” said Ben Yu, managing partner of Sierra Ventures. “It’s the first step we’ve seen in the industry towards truly removing the need for expert human intervention at the hardware level. This powerful new feature validates our view that building hardware abstractions is key to the development of the quantum computing sector, as well as our belief in Q-CTRL’s continuing industry leadership in this area.”

A webinar explaining the details of the BOULDER OPAL Automated Closed-Loop Hardware Optimization tool is set for Feb. 18 at 3 p.m. ET. For registration or additional information, please click here.

If you found this article to be informative, you can explore more current quantum news here, exclusives, interviews, and podcasts.

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Matt Swayne

With a several-decades long background in journalism and communications, Matt Swayne has worked as a science communicator for an R1 university for more than 12 years, specializing in translating high tech and deep tech for the general audience. He has served as a writer, editor and analyst at The Quantum Insider since its inception. In addition to his service as a science communicator, Matt also develops courses to improve the media and communications skills of scientists and has taught courses. [email protected]

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