Engineering
ESQ-Bench: NL2SQL on Oracle is quietly wrong
ESQ-Bench is an Oracle-first NL2SQL benchmark with 550 queries. GPT-4o drops from 79.8% to 57.2% execution accuracy as schema complexity rises, and 92% of passing queries diverge semantically.