#paper-review

Duolingo's notification algorithm isn't just A/B testing with extra steps. It's a bandit that knows when to shut up — and that's the hard part.

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.