04:00
2026-09-23
machinebrief.com
ai-research
Certified Against Which Oracle? Execution Labels Set the Reported Risk of Conformal Abstention for Text-to-SQL
A preregistered intervention on the Spider-Realistic text-to-SQL benchmark found that swapping the shipped single-database oracle for the benchmark's distilled multi-instance test suite raised a confo…