Zapata AI, an industrial generative AI company, has partnered with Mila – Quebec AI Institute, the world’s largest academic deep learning research centre. The collaboration aims to advance machine learning and quantum algorithms, potentially benefiting industries such as life sciences, financial services, and manufacturing. Zapata AI’s CTO, Yudong Cao, and Mila’s Executive Vice-President, Stéphane Létourneau, expressed excitement about the partnership. They will work with Professor Guillaume Rabusseau and other Mila researchers to refine algorithms and help enterprises run their AI models more efficiently. The first research paper from this collaboration will be published soon.
Zapata AI and Mila – Quebec AI Institute Collaboration
Zapata AI, an industrial generative AI company, has announced a partnership with Mila – Quebec AI Institute, a large academic deep learning research centre. This collaboration aims to advance machine learning and quantum algorithms, enhancing the potential benefits of these innovative technologies. The partnership will focus on refining quantum algorithms that can run on classical computers, providing value for generative AI applications that are time-consuming and expensive to run.
The collaboration will allow for the development of generative AI applications in various industries such as life sciences, financial services, discrete manufacturing, and heavy machinery. The teams aim to discover new potential AI applications and mathematical formulations that could assist enterprises in solving complex business problems.
The Role of Quantum Algorithms in Generative AI Applications
Quantum algorithms running on classical computers can deliver tangible value for generative AI applications today, particularly those that are time-consuming and expensive to run. The partnership between Zapata AI and Mila will focus on refining these algorithms to help enterprises run their generative AI models faster, cheaper, and at a wider scale. This will be applicable for both language-based applications and those involving numerical or time-series data.
Research and Development in AI Applications
Zapata AI and Professor Guillaume Rabusseau, Assistant Professor at Université de Montréal and Canada CIFAR AI Chair, along with other members of the Mila community, will expand their resources and deep research capabilities. This will support the development of generative AI applications for industries such as life sciences, financial services, discrete manufacturing, and heavy machinery.
In the coming weeks, Zapata AI and Mila will publish the first research paper from their collaboration. The research builds on Zapata AI’s previous work on quantum-inspired generative models, enabling these models to learn from data on continuous variables. These variables, which include images, time-series data, and real-world sensor data, are common in industrial problems. The research could be applied to generate new and improved solutions to these problems.
About Mila – Quebec AI Institute
Mila – Quebec AI Institute is an artificial intelligence research institute that brings together over 1,200 researchers specializing in machine learning. Based in Montreal, Mila’s mission is to be a global hub for scientific advances that inspire innovation and development of AI for the benefit of all. Mila is a non-profit organization recognized worldwide for its significant contributions to the field of deep learning, particularly in language modelling, machine translation, object recognition, and generative models.
About Zapata AI
Zapata AI is an industrial generative AI company that is revolutionizing how enterprises solve their hardest problems with its powerful suite of Generative AI software. By combining numerical and text-based solutions, Zapata AI empowers enterprises to leverage large language models and numerical generative models better, faster, and more efficiently. The Company was founded in 2017 and is headquartered in Boston, Massachusetts. On September 6, 2023, Zapata AI entered into a definitive business combination agreement with Andretti Acquisition Corp., resulting in Zapata AI becoming a publicly listed company on the New York Stock Exchange.
“We’re thrilled to partner with an institute with such a longstanding reputation for innovation in the field,” said Yudong Cao, CTO and co-founder at Zapata AI. “Quantum algorithms running on classical computers can deliver tangible value for generative AI applications today, particularly those that are time consuming and expensive to run. We’re looking forward to working with Mila researchers to refine these algorithms and help our enterprise customers run their generative AI models faster, cheaper, and at a wider scale — both for language-based applications and those involving numerical or time-series data.”
“This partnership with Zapata AI allows some of our researchers to combine emerging quantum and quantum-inspired techniques with state-of-the-art classical methods,” said Stéphane Létourneau, Executive Vice-President of Mila. “With our overlapping interests in core areas including health, environment and climate change, and AI ethics, our collaboration was a natural fit.”
Quick Summary
Zapata AI, a company specialising in generative AI, has partnered with Mila, the world’s largest academic deep learning research centre, to advance machine learning and quantum algorithms. The collaboration aims to refine these algorithms to run generative AI models more efficiently and discover new potential AI applications that could help businesses solve complex problems.
- Zapata AI, an Industrial Generative AI company, has announced a partnership with Mila – Quebec AI Institute, a leading academic deep learning research centre.
- The collaboration aims to advance machine learning and quantum algorithms, potentially increasing the value derived from these technologies.
- Yudong Cao, CTO and co-founder at Zapata AI, believes quantum algorithms can provide tangible value for generative AI applications, particularly those that are time-consuming and expensive to run.
- The partnership will involve Professor Guillaume Rabusseau, Assistant Professor at Université de Montréal and Canada CIFAR AI Chair, and other members of the Mila community.
- The collaboration aims to develop generative AI applications for industries such as life sciences, financial services, discrete manufacturing, and heavy machinery.
- The teams hope to discover new potential AI applications and mathematical formulations to help businesses solve complex problems.
- Zapata AI and Mila plan to publish a research paper in the coming weeks, building on Zapata AI’s previous research on quantum-inspired generative models.
- Mila was founded by Professor Yoshua Bengio of the University of Montreal and is a non-profit organisation recognised for its contributions to deep learning.
- Zapata AI was founded in 2017 and is based in Boston, Massachusetts. It entered into a business combination agreement with Andretti Acquisition Corp. in September 2023.