From the course: Artificial Intelligence for Cybersecurity
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Agentic AI vs. generative AI vs. discriminative AI
From the course: Artificial Intelligence for Cybersecurity
Agentic AI vs. generative AI vs. discriminative AI
- [Instructor] You have heard of Open AI's ChatGPT and Google's Gemini, which are fantastic conversation bots. It's amazing to witness the interactive dialogue such an artificial intelligent agent can have with a human who is blessed with natural intelligence. Another example is artificially generated images, voices, or even videos of a person who actually doesn't exist. This website shows the picture of a person who actually does not exist in real. This image has been generated with AI. These examples fall into a category of AI known as generative artificial intelligence. As the name suggests, generative AI is different from another branch known as discriminative AI. Both of them are used for solving different problems. So let's first conceptualize the difference between the two. Discriminative machine learning models enable us to classify or separate given data points. They can also be used to make predictions or…