Understanding the Limitations of Off-the-Shelf Foundation Models in Preclinical R&D
Understanding the Limitations of Off-the-Shelf Foundation Models in Preclinical R&D
In recent years, artificial intelligence (AI) has reshaped numerous industries, enhancing innovation and efficiency through task automation and data analysis. This transformation is fueled, in part, by the...
In recent years, artificial intelligence (AI) has reshaped numerous industries, enhancing innovation and efficiency through task automation and data analysis. This transformation is fueled, in part, by the rise of off-the-shelf foundation models, or large language models (LLMs), like OpenAI's GPT series, BigScience’s BLOOM, and Google's LaMDA. These powerful, pre-trained models, readily...
