#embeddings

AI Hardware

Vector Databases: The AI Search Saviors or Just Fancy Indexing Tricks?

Servers groaning under billions of embeddings. That's where vector databases swoop in—or do they? I've seen this rodeo before.

AI Business

HNSW: Math's Favorite Cheat Code for AI Vector Hunts

Picture this: your AI swears it found the perfect match. It's lying. And that's pure genius.

AI Business

Word2Vec Cracked: It Learns PCA on a Clever Co-Occurrence Matrix

Word2Vec doesn't conjure magic vectors. It crunches co-occurrences into PCA eigenvectors, one rank at a time. This new theory finally explains the black box.