Quantinuum simply introduced a brand new generative quantum AI framework, Gen QAI. The corporate says its new framework leverages quantum-generated knowledge to allow industrial functions in areas like drug growth, predictive modeling in monetary markets, and logistics and provide chain optimization.
The corporate’s H2 quantum pc is driving this new framework, because it claims the pc may be harnessed to coach AI techniques to considerably improve the constancy of AI fashions.
Quantinuum has been engaged on constructing generative quantum AI since 2019, with an early give attention to constructing natively quantum techniques for machine studying.
“At Quantinuum we’ve got been maniacally targeted on ‘rebuilding’ machine studying strategies for Pure Language Processing (NLP) utilizing quantum computer systems. Our analysis crew has labored on translating key improvements in pure language processing — akin to phrase embeddings, recurrent neural networks, and transformers — into the quantum realm,” the corporate wrote in a latest weblog put up charting their progress. (See our resident quantum knowledgeable John Russell’s breakdown of this weblog put up right here.)
It’s unclear which particular breakthroughs are powering the brand new Gen QAI framework, solely that this strategy combines the ability of HPC, LLMs and quantum computer systems, in accordance with Quantinuum. AIwire has reached out to the corporate for extra particulars and can replace this story accordingly.
Quantinuum President and CEO Dr. Raj Hazra says we’ve got reached a second the place the hypothetical is changing into actual, and the breakthroughs made doable by the precision of this quantum-generated knowledge will create transformative industrial worth throughout numerous sectors.
“Gen QAI is a direct results of our full-stack capabilities and our management in hybrid classical-quantum computing, delivering a wholly new strategy that stands to revolutionize AI,” he mentioned in a launch.
Quantinuum’s quantum AI initiative is backed by a crew with deep experience in each machine studying and quantum computing. Heading the hassle is Dr. Steve Clark, a former Oxford and Cambridge school member with over 4 years at DeepMind as a senior workers analysis scientist. He collaborates carefully with Dr. Konstantinos Meichanetzidis, a specialist in quantum many-body physics, theoretical pc science, and AI.
Slightly than simply transferring classical AI fashions onto quantum {hardware}, the crew is utilizing a quantum-first strategy that it says absolutely embraces the distinctive computational properties of quantum techniques, akin to entanglement and interference. That is meant to make sure that quantum AI fashions are usually not simply tailored from current strategies however basically reimagined to maximise quantum benefits.
Quantinuum mentioned in a launch that it is going to be sharing outcomes this yr from ongoing collaborations akin to one with the HPE Group in Italy with a give attention to quantum computing for the automotive trade.
Enzo Ferrari, Government Vice President of HPE Group, acknowledged, “At HPE, we’ve got a long-standing custom of using cutting-edge applied sciences for our purchasers within the motorsport trade. We’re thrilled about our collaboration with Quantinuum, leveraging quantum generated knowledge for functions akin to battery growth, aerodynamic optimization and gas innovation.”
Quantinuum additionally anticipates its upcoming Helios system, slated to be operational by mid-2025, will lengthen its computational capabilities. The corporate says its Gen QAI functionality will improve and speed up using Metallic Natural Frameworks for drug supply, paving the best way for extra environment friendly and personalised remedy choices, with extra particulars to be unveiled on the launch of Helios.
