Unlocking the Power of Generative AI: Integrating Large Language Models and Organizational Knowledge

The emergence of Large Language Models (LLMs) and Generative AI marks a significant leap in technology, promising to deliver transformational automation and innovation across diverse industries and use cases. Having said that, as everyone races to develop next generation AI applications, they are just as quickly coming up against new challenges and hurdles. This is because while LLMs are extremely powerful and capable, they also have inherent limitations and weaknesses today when being adopted in the enterprise context.

One key limitation is that LLMs are only as intelligent as the data they are trained on, and for most organizations today, that means LLMs know nothing about the organizations that they need to help and serve.

Read more in https://www.datamanagementblog.com. Originally published on February 22, 2024.