Just Semantics

The newsletter, authored by Paul Dudley, addresses why large language models (LLMs) struggle with answering business questions, attributing this to the lack of a common semantic language within data warehouses. The discussion highlights that while LLMs often falter with enterprise SQL, contextual understanding outperforms mere coding. It emphasizes the strategic moves by companies like Palantir and OpenAI, which are quietly excelling in this space, and underscores the importance of semantic layers in data management, despite the reluctance of organizations to take ownership of this critical component. The newsletter was initially published on Streamkap's Substack.