Knowledge Graphs

This week’s activity clusters around two related pressures: the computational cost of serving vector workloads at scale, and the architectural complexity of combining vector search with other data primitives. On both fronts, practitioners are pushing toward consolidation — fewer indexes, smaller on-disk representations, and tighter integration with existing storage layers.