CAN YOUR LLM VIBE CODE YOUR SEMANTIC LAYER?

Summary from the TLDR Data newsletter

A strong semantic layer can dramatically improve LLM analytics accuracy, with the best model-built layer reaching 91% versus 39% with no layer. The main failure mode was not metric arithmetic but hidden business conventions like which accounts count as customers, showing that semantic layers still need explicit human-defined rules and validation.