Customizing generative AI for distinctive worth

We surveyed 300 expertise leaders in principally giant organizations in several industries to learn the way they’re in search of to leverage these alternatives. We additionally spoke in-depth with a handful of such leaders. They’re all customizing generative AI fashions and functions, and so they shared with us their motivations for doing so, the strategies and instruments they’re utilizing, the difficulties they’re encountering, and the actions they’re taking to surmount them.

Our evaluation finds that firms are transferring forward ambitiously with customization. They’re cognizant of its dangers, significantly these revolving round information safety, however are using superior strategies and instruments, reminiscent of retrieval-augmented era (RAG), to understand their desired customization positive factors.
This content material was produced by Insights, the customized content material arm of MIT Know-how Overview. It was not written by MIT Know-how Overview’s editorial workers.