Generative Artificial Intelligence (AI)

Generative artificial intelligence (AI) is a type of AI that creates new content like images, music, text, and videos. It uses machine learning to learn from data and create new data.?

How it works?

• Generative AI models are trained by observing and matching patterns in data.
• For example, a model can be trained on millions of photos of sneakers to learn what a sneaker is.
• The model can then use this knowledge to create new images, even if it hasn't seen them before.

Applications?

• Arts and entertainment: Creating art, music, and movie scripts
• Technology and communications: Creating virtual assistants and producing human-like text responses
• Product development: Designing products
• Chatbots: Creating chatbots
• Risk mitigation: Analyzing data to identify potential risks
• Sustainability: Helping enterprises comply with sustainability regulations

Bias?

• Generative AI models can learn societal biases from the data used to train them.
• Developers can prevent biased outputs by ensuring diverse training data and establishing guidelines for preventing bias.

Benefits of Generative AI