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by jefftitan 309 days ago
Providing more context is difficult for a number of reasons. If you do it RAG style you need to know which context is relevant. LLMs are notorious for knowing that a factor is relevant if directly asked about that factor, but not bringing it up if it's implicit. In business things like people's feelings on things, historical business dealings, relevance to trending news can all be factors. If you fine tune... well... there have been articles recently about fine tuning on specific domains causing overall misalignment. The more you fine tune, the riskier.