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Neural collage mashups combine AI-generated elements from various visual sources to create new, hybrid compositions. These artworks use deep learning models to blend faces, landscapes, objects, or textures in unconventional arrangements. The results are often dreamlike or uncanny—merging realism with abstraction in unpredictable ways. Artists curate inputs and outputs to guide the AI toward desired moods or visual experiments. Neural collages are a cornerstone of AI-assisted creativity, where human curation and algorithmic generation work together. These pieces can challenge perception, invite interpretation, and reflect how technology recombines familiar data into previously unimaginable artistic expressions.