Giuseppe Ferrara

Does the Router Know? Mixture-of-Experts Routing Signals for Detecting Silent Errors in Text-to-SQL over University Data Warehouses

Natural-language assistants can open institutional data warehouses to non-technical staff, but their most harmful failures are silent: a well-formed query that runs and returns a plausible, wrong number. We study these errors on an Italian university's live data warehouse, using...