Q. With reference to the Generative AI, consider the following statements:
1.It is an AI technique designed to mimic human decision-making processes.
2.The term ‘Generative’ refers to the ability of the models to learn how to create new data rather than simply recognising it.
Which of the statement(s) given above is/are correct?
Explanation –
Statement 1 is incorrect. Generative AI is not designed primarily to mimic human decision-making processes. Instead, it focuses on learning the underlying patterns and structure of data to generate new, original content that resembles the input data. These models can generate images, text, audio, and other forms of data, making them useful for various applications, including art, music, writing, and even scientific research.
Statement 2 is correct. The term “Generative” in Generative AI refers to the ability of these models to learn how to create new data, rather than simply recognizing or classifying existing data. They learn the patterns and structures within a dataset and use that knowledge to generate new, similar data points. This could be text, images, code, and more. For example, a generative model may learn how to generate images that resemble faces given a set of parameters (such as the eyes, hair, or skin colour etc.).
Source: Forum IAS
