Why generative AI is turning back to Langevin diffusions

At this year’s Hi! PARIS Summer School, Anna Korba (ENSAE Paris) took a fresh look at Langevin diffusions, an old idea from physics that’s quietly becoming central to generative modeling. As machine learning and mathematics increasingly overlap, she invites us to pay closer attention to what’s happening under the hood of today’s most talked-about models.

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When proteins speak and AI listens

AI is no longer a support tool in biology, it’s becoming a scientific partner.” At the Hi! PARIS Summer School 2025, Jean-Philippe Vert (Bioptimus) explored how AI is impacti biomedical research. From protein folding breakthroughs like AlphaFold to in silico simulations of disease, Vert made the case for a new era where biology’s complexity meets AI’s learning power. The next frontier? Models that understand life across molecules, cells, and entire organisms.

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The Earth beneath our feet: a new frontier for AI-powered energy

Ioannis Stefanou, new Hi! PARIS Chair-holder and Professor at ENSTA, is exploring how artificial intelligence can support the energy transition, starting with the Earth itself. https://youtu.be/vuz7vqlf-QY Can we harness the ground beneath our feet to power a more sustainable future? For Ioannis Stefanou, the answer is yes, and the key lies in combining deep engineering […]

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From theory to impact: rethinking how we train intelligent systems

Luiz Chamon joins Hi! PARIS as a new Chair-holder, bringing a fresh perspective on the mathematical foundations of AI, and what it takes to make machine learning trustworthy by design. https://www.youtube.com/watch?v=0JdLWC_h66o&list=PLneUHBsFcQY71YRntFUdNfEGqzkPCM7n6&index=12 Luiz Chamon’s career has taken him from São Paulo to Philadelphia, from Berkeley to Stuttgart, and now to École polytechnique and Hi! PARIS, where […]

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AI, Finance, and the Context Gap

How is AI changing the way we think about financial markets? In this talk, Charles-Albert Lehalle draws on experience across academia and industry to explore what’s really shifting, from the use of alternative data to the role of retail investors.

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Hi! PARIS joins forces with Oxford and Cambridge in a new strategic AI alliance

On the occasion of the French President’s state visit to the United Kingdom, a new Franco-British initiative was officially launched to accelerate progress in artificial intelligence for science, business, and society. The Entente CordIAle Paris-Saclay – Oxford-Cambridge AI Initiative brings together the academic excellence and innovation power of Institut Polytechnique de Paris, HEC Paris, Université […]

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27 Hi! PARIS Papers Accepted at ICML 2025

From July 13 to 19, Hi! PARIS researchers will take part in the International Conference on Machine Learning (ICML 2025), one of the world’s leading conferences in artificial intelligence, held this year in Vancouver, Canada. A total of 27 research papers from Hi! PARIS affiliated teams have been accepted following ICML’s highly selective peer-review process, recognizing the […]

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Announcing the 2025 Hi! PARIS Chairs

We are proud to introduce the newest cohort of Hi! PARIS Chairs, part of the Hi! PARIS Cluster 2030 initiative. Designed to foster long-term excellence in AI and data analytics, this program supports innovative research across science, business, and society. Hosted within leading institutions, Institut Polytechnique de Paris, HEC Paris, Inria, and CNRS, the 2025 chairs […]

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Exceptional Scientific Seminar – Eric Xing (MBZUAI), July 8, 2025

Exceptional Seminar with Prof. Eric Xing at École polytechnique Hi! PARIS is honored to welcome Professor Eric Xing, President of the Mohamed bin Zayed University of Artificial Intelligence and Professor at Carnegie Mellon University, for an exceptional scientific seminar on July 8, 2025, at École Polytechnique. As one of the leading figures in AI and machine learning, […]

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