Embeddings Information Retrieval3 Min Read Gabriel PendlonSeptember 5, 2025 Understanding the Theoretical Limits of Embedding-Based Retrieval Modern information retrieval faces a key bottleneck: single-vector embeddings have a mathematical limitation that makes them unreliable for…