Discover how a clever hashing technique bypasses massive random matrices for Johnson-Lindenstrauss projections, enabling efficient low-dimensional embeddings of text data. This method slashes memory requirements while processing 665k documents in seconds on consumer hardware—all through on-the-fly bit manipulation.