DARPA Grant to Bolster Xanadu’s Quantum Machine Learning Efforts

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Xanadu, a full-stack quantum computing and advanced AI company developing quantum hardware and software solutions, has been awarded a Defense Advanced Research Projects Agency (DARPA) grant. The grant will enable Xanadu to undertake a comprehensive investigation of the performance of quantum machine learning (QML) algorithms on currently available quantum computing hardware.

“There is a strong crossover happening right now between quantum computing and AI,” said Nathan Killoran, who heads up Xanadu’s Quantum Machine Learning team. “Many signature ideas and concepts from AI can be ported to be quantum-aware, and run on quantum computing hardware. But it’s a bit of a wild west at the moment. We don’t really have a good sense yet which of these ported machine learning methods are best suited to quantum computing, especially with today’s noisy and imperfect quantum hardware devices.”

Xanadu has been developing an open-source software platform for QML, known as PennyLane over the past two years. PennyLane allows users to connect quantum computing  hardware and software from multiple vendors—Xanadu, IBM, Google, Rigetti, and Microsoft—with popular machine learning libraries like TensorFlow and PyTorch. This seamless integration will enable Xanadu researchers to systematically explore the performance of a variety of near-term QML algorithms on multiple hardware devices.

Xanadu will leverage the expertise of its in-house team of dedicated scientists, whose work in QML is globally recognized, to carry out the DARPA-funded research project over a twelve-month period.

Introducing TQI 2.0Introducing TQI 2.0

“Xanadu’s team has been at the forefront of cutting-edge QML research, implementing several world firsts in quantum software and delivering several signature papers in the field over the past two years,” said Christian Weedbrook, the company’s founder and CEO. “This award recognizes that strength and enables us to continue pushing the area of QML forward, towards eventual applications in a wide range of industries.”

About Xanadu
Xanadu is a full-stack photonic quantum hardware company with the mission to build quantum computers that are useful and available to people everywhere. Customers will soon be able to access our hardware through the cloud to begin building applications and algorithms using Xanadu’s open-source software.

— From Xanadu

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MENTIONED IN THE ARTICLE

Defense Advanced Research Projects Agency (DARPA)
GovernmentUnited States · 101-500 FTEs

The Defense Advanced Research Projects Agency (DARPA) is an independent research and development agency within the U.S. Department of Defense (DoD) established in 1958 to prevent and create strategic technological surprises for national security. Operating with a relatively small staff of program managers who are empowered to take high-risk, high-reward approaches, DARPA functions by funding cutting-edge research in academia, industry, and government laboratories rather than conducting research in-house. Its mission focuses on creating revolutionary technologies—such as the Internet (ARPANET), stealth technology, GPS, and mRNA vaccine platforms—that transition into practical military and civilian applications. DARPA programs are typically finite in duration and demand transformational breakthroughs rather than incremental improvements, positioning the U.S. at the forefront of technological innovation.

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Xanadu
CompanyCanada · 101-500 FTEs

Xanadu is a Canadian photonic quantum computing company founded in 2016 that is building fault tolerant systems utilizing light. The company collaborates with defense and hardware partners like AMD and Lockheed Martin to accelerate computational fluid dynamics simulations and train an aerospace engineering workforce.

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IBM
InvestorUnited States · 10001+ FTEs

IBM is an iconic technology pioneer founded in 1911 as the Computing-Tabulating-Recording Company and officially renamed International Business Machines Corporation in 1924. Beyond foundational computing, IBM possesses a deep legacy in aerospace and defense from building the guidance computers and Instrument Unit for NASA's historic Apollo missions to partnering with Airbus on CIMON, the first AI assistant on the ISS.

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Rigetti Computing
CompanyUnited States · 101-500 FTEs

Rigetti Computing develops integrated quantum computers and superconducting processors specialized for complex aerospace optimization and satellite communication tasks, including collaborations with the U.S. Air Force. Founded in 2013, the firm produces modular, multi-chip processors internally and provides cloud-based access for large-scale, complex simulations.

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Microsoft
InvestorUnited States · 10001+ FTEs

Microsoft engages in the creation and licensing of software for both consumer and enterprise use. The company is renowned for its development of Windows operating systems and the Office suite designed for productivity. Microsoft's structure encompasses three major segments of roughly equal size: productivity and business processes, which encompasses legacy Microsoft Office, cloud-based Office 365, Exchange, SharePoint, Skype, LinkedIn, and Dynamics; the intelligence cloud, which includes offerings like Azure, Windows Server OS, and SQL Server; and more personal computing, which covers Windows Client, Xbox, Bing search, display advertising, and a range of Surface laptops, tablets, and desktops.

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