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Willow: beating the threshold Operating “below the threshold” has been a goal for error corrected quantum computing since its inception in the 1990s. However, after almost...
Algorithms & Theory Source link
Research Published 5 December 2024 Advancing adaptive AI agents, empowering 3D scene creation, and innovating LLM training for a smarter, safer future Next week, AI researchers...
Science Published 4 December 2024 Authors Ilan Price and Matthew Willson New AI model advances the prediction of weather uncertainties and risks, delivering faster, more accurate...
Acknowledgements Genie 2 was led by Jack Parker-Holder with technical leadership by Stephen Spencer, with key contributions from Philip Ball, Jake Bruce, Vibhavari Dasagi, Kristian Holsheimer,...
Machine Intelligence Source link
The successful application of machine learning to understand the behavior of complex real-world systems from healthcare to climate requires robust methods for processing time series data....
AI can have a tremendous potential impact on healthcare by helping to improve diagnostic accuracy, broadening access to care, and easing administrative burden to enable care...
Vulnerability gap in DP-SGD privacy analysis Most practical implementations of DP-SGD shuffle the training examples and divide them into fixed-size mini-batches, but directly analyzing the privacy...
Augmenting large language models (LLMs) with external tools, rather than relying solely on their internal knowledge, could unlock their potential to solve more challenging problems. Common...