Generative AI and Java – a new frontier

Generative AI encompasses a set of technologies that enable machines to understand and generate content with minimal human intervention. This can include generating text, images, music, and other forms of media. The field is primarily dominated by ML and deep learning models.

Generative AI includes these key areas:

• Generative models: These are models that can generate new data instances that resemble the training data. Examples include generative adversarial networks (GANs), variational autoencoders (VAEs), and Transformer-based models such as Generative Pre-trained Transformer (GPT) and DALL-E.
• Deep learning: Most generative AI models are based on deep learning techniques that use neural networks with many layers. These models are trained using a large amount of data to generate new content.
• NLP: This is a pivotal area within AI that deals with the interaction between computers and humans through natural language. The...