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…
Artificial Intelligence Information Retrieval Reasoning-intensive retrieval4 Min Read Gabriel PendlonMay 16, 2025 ReasonIR: Training AI Retrievers That Can Actually Reason Modern AI systems are tasked with complex reasoning, but the retrieval tools they rely on are often trained for simple fact-finding. A new…