August 12, 2026· ~6 min readTemporal Knowledge Graphs in 2026: Time-Aware Embeddings and Event-Driven Updates # Temporal Knowledge Graphs in 2026: Time-Aware Embeddings and Event-Driven Updates Most knowledge graphs are frozen snapshots. A fact like "Alice m