Innovating with Artificial Intelligence: Capturing the Constructive Functional Capabilities of Deep Generative Learning

As an emerging species of artificial intelligence, deep generative learning models can generate unprecedented variety new outputs. Examples include the creation music, text-to-image translation, or imputation missing data. Similar to other AI that already evoke significant changes in society and economy, there is a need for structuring constructive functional capabilities DGL. To derive discuss them, we conducted extensive structured literature review. Our results reveal substantial scope six demonstrating DGL not exclusively used unseen paper further guides companies capturing evaluating DGL’s potential innovation. Besides, our fosters understanding provides conceptual basis research.