#paper-deep-dives

Strong consistency is a tax you pay for guarantees you don't need. Why AI memory systems are accidentally CRDT-shaped, and what that means for edge-native architecture.

Databricks trained an RL-based search agent on GLM 4.5 Air that beats Claude 4.6 and GPT 5.2 on enterprise knowledge retrieval — at a fraction of the cost.