Embeddings Information Retrieval Knowledge Retrieval Reasoning-intensive retrieval6 Min Read Gabriel PendlonNovember 27, 2025 Retrieving the ‘Why’: Generative Document Expansion for Causal Search Human reasoning is the act of connecting dots between disparate pieces of information to solve a problem. By making these invisible…
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…