Generative AI: An Introduction to AI that Generates Text, Images, and More

Generative AI, such as Chat GPT, Bard, and Dal E, has gained popularity for its ability to generate text, images, and other content that appears almost human-like. These AI models have the potential to transform various fields, including science. They can be used to summarize dense literature, assist in coding, and help non-native English speakers improve their scientific writing. However, while generative AI tools have proven useful in many cases, they also pose risks. The text generated by these models can be misleading, leading to false information and misinformation. Additionally, there are concerns about biases in the training data and the impact on the data ecosystem. Despite the risks, generative AI tools are seen as valuable additions to scientific research and have the potential to revolutionize the way scientists ask questions, process data, and conduct experiments.