Machine Learning
Research at Apple

Research highlights

Apple Machine Learning Research at NeurIPS 2025

November 21, 2025conference NeurIPS

Apple researchers advance AI and ML through fundamental research, and to support the broader research community and help accelerate progress in this field, we share much of this work through publications and engagement at conferences.

Exploring LLMs with MLX and the Neural Accelerators in the M5 GPU

November 19, 2025

Mac with Apple silicon is increasingly popular among AI developers and researchers interested in using their Mac to experiment with the latest models and techniques. With MLX, users can explore and run LLMs efficiently on Mac. It allows researchers to experiment with new inference or fine-tuning techniques, or investigate AI techniques in a private environment, on their own hardware. MLX works with all Apple silicon systems, and with the latest…

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Recent publications

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Sample and Map from a Single Convex Potential: Generation using Conjugate Moment Measures

Methods and AlgorithmsNeurIPS2025

Nina Vesseron†, Louis Béthune, Marco Cuturi

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ExpertLens: Activation Steering Features Are Highly Interpretable

Methods and Algorithms, Speech and Natural Language ProcessingWorkshop at NeurIPS2025

Masha Fedzechkina, Eleonora Gualdoni, Sinead Williamson, Katherine Metcalf, Skyler Seto, Barry-John Theobald

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Events

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Neural Information Processing Systems (NeurIPS) 2025

November 21, 2025research area General

Apple is presenting new research at the annual conference on Neural Information Processing Systems (NeurIPS), which takes place in person in San Diego, California, from December 2 – 7. We are proud to again sponsor the multi-track interdisciplinary conference, which brings together the scientific and industrial research communities surrounding Machine Learning. Below is an overview of Apple’s participation at NeurIPS 2025.

Empirical Methods in Natural Language Processing (EMNLP) 2025

October 29, 2025research area Speech and Natural Language Processing

Apple is presenting new work at the annual Empirical Methods in Natural Language Processing (EMNLP) conference, which takes place in person from November 4 - 9, in Suzhou, China. EMNLP focuses on research surrounding the science and technology of spoken language processing.