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Dolphin: A Programmable Framework for Scalable Neurosymbolic Learning

arXiv — cs.LG•Friday, October 31, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
Dolphin is an innovative framework designed to enhance neurosymbolic learning by effectively combining symbolic reasoning with deep learning. This new tool addresses the challenges of scaling complex symbolic programs and handling large datasets, making it easier for researchers and developers to implement advanced AI solutions. By executing symbolic reasoning on the CPU while optimizing probabilistic computations on the GPU, Dolphin promises to streamline the development process and improve performance in various applications, marking a significant step forward in the field of artificial intelligence.
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