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Introduction One of the most debated aspects of artificial intelligence (AI) is creativity—the ability to generate novel, original, and meaningful...
Introduction A key innovation of the Latent Program Network (LPN) is its ability to encode programs into a continuous latent space, allowing for...
Introduction Traditional machine learning models, including large neural networks, kernel methods, and transductive approaches, struggle with abstract...
Introduction One of the fundamental questions in machine learning is how models generalize from observed data to unseen examples. In AI research, this...
Introduction Despite the remarkable success of deep learning models, particularly large neural networks and pre-trained language models (LLMs),...
The Abstraction and Reasoning Corpus (ARC) benchmark presents one of the most significant challenges in artificial intelligence today: assessing a...