Hey folks, in case of interest, wrote a broader piece about how I think about the shift from data-processing to semantic processing, and my attempt to explain how I think about the levers to pull in semantic processing. The LLM-driven shift from data-processing to semantic processing means that contextual optimization tools are going to be increasingly important, especially for domain-specific use-cases like vertical-specific AI. We dive into what contextual optimization means in a practical RAG environment, drawing an analogy to guiding an intern in a new environment: they're smart but need contextual understanding. https://medium.com/enterprise-rag/semantic-and-contextual-debugging-future-of-vertical-specific-ai-9a4a62a2c343