Differences between Conversational AI and Generative AI
These both AI’s are two main components of artificial intelligence. While these both AI’s are part of artificial intelligence but have different properties and attributes and these both work differently. Both have very different approaches to work and are used to serve different purposes. Conversational AI and Generative AI varies in many ways and the major difference is that Conversational AI is used to make the interaction between machine and human as similar to communication between two humans where as Generative AI is used to generate the new content such as ideas, images and videos. Many application use both of these which includes Google Bard and ChatGPT.
Conversational AI |
Generative AI |
---|---|
It aims to communicate with humans same as human communicate with each other. |
It aims to generate new things like content, creative ideas, images and more using its past learning through a data set. |
Conversational AI relies heavily on dialogue management and contextual understanding. |
Generative AI is more about creative generation, often using complex models like GANs and transformers |
Conversational AI typically trained on conversational datasets. |
Generative AI is trained on a diverse array of content in the domain it aims to generate. |
Conversational AI is predominantly used in customer service, personal assistants, and accessibility tools |
Generative AI finds its use in creative fields, content creation, and even in simulations and predictive models. |
This AI is mostly focused on the natural conversation and hence is trained like that. |
This AI is mainly focused on creating new content whether it is in any form like image, audio, animation, or video format. |
Differences between Conversational AI and Generative AI
Artificial intelligence has evolved significantly in the past few years, making day-to-day tasks easy and efficient. Conversational AI and Generative AI are the two subsets of artificial intelligence that rapidly advancing the field of AI and have become prominent and transformative. Both technologies make use of machine learning and natural language processing to serve distinct purposes and work on different principles. These technologies, though distinct in their applications and principles, both leverage the power of machine learning(ML) and natural language processing(NLP) to transform various industries.
In this article, let us explore what is Generative and conversational AI and how they work, and also let us compare generative AI and conversational AI by focusing on their respective abilities and features.
Table of Content
- What is Conversational AI?
- What is Generative AI?
- How does Generative AI work?
- How does Conversational AI work?
- Differences between Conversational AI vs.Generative AI
- Conclusion
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