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Michael Weller

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Author of the research paper on theoretical limitations of embedding-based retrieval

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Google Research Shows Embeddings Fail Beyond Scale, Needing Hybrid Retrieval Approaches
arXivresearchcautiousSep 1, 2025

Vector embeddings have fundamental theoretical limitations in retrieval tasks that cannot be overcome by scaling alone, requiring hybrid approaches beyond single-vector paradigms.

“Author of the research paper on theoretical limitations of embedding-based retrieval”

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