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5 and non-peak use of GPT-4GPT-4 offers some clear benefits over GPT-3.

vector databases for retrieving documents that an AI can use to answer a question.fine-tuning a model for any particular use case is still a major undertaking.

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Badly thought-out and poorly implemented AI solutions can be damaging. Programmers have always developed tools that would help them do their jobs.the research suggests many other business use cases for generative AI are still works in progress -- and carry some risks.

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regardless of whether their management tries to discourage it.and many other well-documented problems with generative AI quickly lead to damage that is hard to undo.

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and operations for AI/ML (54%).

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