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Generative artificial intelligence (GAI)
Context
Generative artificial intelligence and its uses for Enterprises is transforming the way it operates by analysing vast amounts of data and generating new ideas.
- It has the potential to change the way businesses interact with customers, create products, and make decisions.
About
What is generative AI?
- Like other forms of artificial intelligence, generative AI learns how to take actions from past data.
- It creates new content – a text, an image, even computer code – based on that training, instead of simply categorizing or identifying data like other AI.
- The rise of GAI can be attributed to the development of advanced generative models, such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs).
Applications:
- Healthcare: By generating new medical images and simulations, improving the accuracy and efficiency of medical diagnoses and treatments.
- Music: GAI can help musicians to explore the new sounds and styles, leading to more diverse and interesting music.
- Example, Amper Music- creates musical tracks from pre-recorded samples.
- Art and Creativity: It can be used to generate new works of art that are unique. This is helping artists and creatives explore new ideas and push the boundaries of traditional art forms.
- Example, DALL·E2- This AI model from OpenAI generates new images from text descriptions.
Concerns Related to GAI?
- Accuracy: ensuring that theoutputs generated by GAI are of high quality and accurate is major concern.
- Privacy: There is a risk that this data could be used for unethical purposes, such as for targeted advertising or for political manipulation.
- Joblessness: GAI can promote the joblessness as it has potential to replace the humans.
Way Forward:
- Regulation: Regulations and standardsmust be put in place to ensure that GAI is used in a responsible and ethical manner.
- Collaborationbetween stakeholders, including industry, government, academia, and civil society, is crucial to ensure that GAI is used in a responsible and ethical manner.
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