Generative AI Focus and Comparison

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Questions and Answers

What is the primary focus of generative AI?

Replicating human-like creativity in generating content (correct)
Emulating visual perception and recognition
Simulating natural language processing
Mimicking human behavior in decision-making

In the context of generative AI, what does 'generative' refer to?

Generating random outcomes without a pattern
Creating new data from existing data (correct)
Producing a limited set of predefined outputs
Cloning existing information without modification

How does generative AI differ from traditional AI?

Generative AI focuses on supervised learning, while traditional AI uses unsupervised learning
Generative AI is capable of self-improvement, while traditional AI follows predefined rules
Generative AI can generate novel content, while traditional AI can only analyze existing data (correct)
Generative AI is designed for complex problem-solving, while traditional AI is limited to simple tasks

Match the following terms with their descriptions in the context of generative AI:

GANs = Generative Adversarial Networks VAEs = Variational Autoencoders RNNs = Recurrent Neural Networks LSTMs = Long Short-Term Memory networks Signup and view all the answers

Match the following techniques with their functions in generative AI:

Inpainting = Filling in missing or corrupted parts of an image Text Generation = Generating human-like text based on a given prompt Style Transfer = Applying the artistic style of one image to another Data Augmentation = Expanding training data by creating variations of existing data Signup and view all the answers

Match the following applications with their usage in generative AI:

Deepfakes = Creating realistic fake videos or audio recordings Drug Discovery = Generating new molecular structures with desired properties Music Composition = Creating original musical compositions using AI algorithms Image Synthesis = Generating realistic images from textual descriptions Signup and view all the answers

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