The Limitations of LLMs: Why Simple Models Still Outperform in Most Use Cases
LLMs and deep learning are highly effective in some contexts, but most industry use cases are still better addressed by traditional ML models. We discuss where the LLM hype is warranted, where it’s overblown, and how we can achieve some of the same advantages of DL with simpler models. It’s common industry knowledge that LLMs […]
