this post was submitted on 04 Jan 2024
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Why do people keep expecting a language model to be able to do literally everything. AI works best when it's a model trained to solve a problem. You can't just throw everything at a chatbot and expect it to have any sort of competence.
Because Google's med palm 2 is a medically trained chatbot that performs better than most med students, and some med professionals. Further training and refinement using new chatbot findings like mixture of experts and chain of thought are likely to improve results.
Exactly, med-palm 2 was specifically trained for being a medical chatbot, not general purpose like chatgpt
Train with the internet, get results like it is in Internet. Are medical content in Internet good? No, it is shit, so it will give shit results.
These are great base models, understanding larger context is always better for LLM, but specialization is needed for these kind of contexts.