LLMs are general purpose tools and absolutely are not better than trained models (using the latest techniques) for a specific task. I mean, that's obviously tru

LLMs are general purpose tools and absolutely are not better than trained models (using the latest techniques) for a specific task. I mean, that's obviously true if you think about it. You can use similar datasets and the latest model architectures and if you train a model purely for sentiment analysis it will be better than frontier general purpose LLMs for sentiment analysis.