GPT-3.5failsdueto
Precision
MisinterpretsofnestedJSONpathuser.device[0].osversionGPT4’s128kcontexthandlesentiredatalineagegraphsrawcuratedfeaturelayerswhileGPT3.5truncatesmetadata.
Innovation
OnlyGPTsuggestsnoveloptimizations(e.g.,predicatepushdownfornestedORCfiles)viafine-tuningonVLDBpapers.
Publichealth
FasteranalysisofepidemiologicaldatawastewaterRNA
sequencing.
