Homework Help: Questions and Answers: Which of the following is not a characteristic of generative Al?
a) Ability to create new content
b) Capacity to learn from data
c) Strict adherence to predefined rules
d) Autonomous decision-making Clear Selection
Answer:
First, lets understand the Generative AI Characteristics:
Generative AI is a subset of artificial intelligence focused on creating new content, such as images, text, music, or other data, by learning patterns from existing data.
Given Options: Step by Step Answering.
(a) Ability to create new content
- Generative AI is specifically designed to generate new outputs by learning from data. This is a characteristic of generative AI.
(b) Capacity to learn from data
- Generative AI models are trained on large datasets to understand patterns and use that information to generate new, similar data. Learning from data is fundamental to how generative AI operates.
(c) Strict adherence to predefined rules:
- Generative AI does not strictly adhere to predefined rules. Instead, it learns from data and applies probabilistic approaches to create variations. Rule-based systems, in contrast, follow hard-coded instructions, which limits flexibility and creativity.
- This option describes something that is not a characteristic of generative AI.
(d) Autonomous decision-making:
- Generative AI can operate independently within its scope, making decisions on how to produce new content based on learned data patterns. While it isn’t “decision-making” in the human sense, it does involve autonomous output generation.
Final Answer:
Based on the above analysis, the correct answer is:
(c) Strict adherence to predefined rules
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