AINeutralarXiv – CS AI · Apr 77/10
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The Topology of Multimodal Fusion: Why Current Architectures Fail at Creative Cognition
Researchers identify a fundamental topological limitation in current multimodal AI architectures like CLIP and GPT-4V, proposing that their 'contact topology' structure prevents creative cognition. The paper introduces a philosophical framework combining Chinese epistemology with neuroscience to propose new architectures using Neural ODEs and topological regularization.
🧠 Gemini