Against LLM maximalism · Explosion : vimarsana.com
Against LLM maximalism · Explosion
LLMs are not a direct solution to most of the NLP use-cases companies have been working on. They are extremely useful, but if you want to deliver reliable software you can improve over time, you can't just write a prompt and call it a day. Once you're past prototyping and want to deliver the best system you can, supervised learning will often give you better efficiency, accuracy and reliability.
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Sebastian Ruder, Twitter, Large Language Models, Natural Language Processing, Language Models,