Latest Questions of Generative AI E0 2024
1.Which of the following is a closed source large language model? Generative AI E0
Ans: GPT-3
2.What is one major ethical concern in the use of generative Al?
Ans: Creation of biased content
3.In prompt engineering, why is it important to specify the desired format or structure of the response?
Ans: It helps guide the LLM to produce responses that match the desired criteria.
4.Choose the Generative Al models for language from the following
Ans: Generative Pre-trained Transformer
5.What does "one-shot" prompting refer to in the context of LLMs?
Ans: Training the LLM using one example of the desired task
6.Choose the Generative Al models for language from the following
Ans: Generative Pre-trained Transformer
7.Which of the following statements is true about opensource large language models?
Ans: They allow for community contributions and improvements
8.Which is not a limitation of using closed source LLMs?
Ans: Consistently using closed source LLMs for various use cases can incur high costs
9.Generative Al models are statistical models that learn to generate new data by analysing existing data. Say True or False
Ans: TRUE
10.A news agency wants to use Al to create unique news articles based on a given topic. This is an example for which kind of generative Al use case
Ans: Content Generation
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11.Which of the following is a characteristic of a foundation model?
Ans: It is trained on a large and diverse dataset
12.Which characteristic is common to closed source large language models?
Ans: Proprietary technology
13.Which of the following is a Generative Al Application?
Ans: All the above
14.What is one challenge in ensuring faimess in generative Al?
Ans: Using diverse and representative training data
15.Can I generate code using Generative Al models? Judge its True or False
Ans: TRUE
16.Which of the following is a disadvantage of open source large language models?
Ans: Potential for less controlled use
17.When prompting an LLM for a text generation task, what is the benefit of providing context or background information in the prompt?
Ans: Foundation Models
18.What is one challenge related to the interpretability of generative Al models?
Ans: Models often function as “black boxes”
19.What is the main goal of Generative Al?
Ans: AI>ML>DL>Gen Al
20.True or False: Large Language Models are a subset of Foundation Models
Ans: TRUE
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21.What is one of the key challenges faced by Gen Al models in terms of consistency?
Ans: Achieving consistent results with the same input
22.What is the difference between Generative Al and predictive Al?
Ans: Generative AI creates new content, while predictive AI classifies existing content
23.Which of the following is NOT a strategy used in prompt engineering?
Ans: Adding irrelevant information to the prompt
24.Below statement is True or False? Artificial intelligence (Al) is the theory and development of computer systems capable of performing tasks that historically requires human intelligence such as recognizing speech, making decisions, and identifying patterns
Ans: TRUE
25.You need to create a chatbot for your website that can answer customer queries in real time. Which Al approach would you use?
Ans: Generative AI
27.What challenge does generative Al face with respect to data?
Ans: Both A and B
28.What does the principle of fairness in Gen Al entail?
Ans: Ensuring equitable treatment and addressing biases in outputs
29.What purpose do Fairness Measures serve in Al product development?
Ans: To ensure equal treatment across diverse user groups
30.What is the purpose of the General Data Protection Regulation (GDPR)?
Ans: To ensure personal data protection and privacy
31.Categorize ML Problem: Analyze a Traffic Light image to find the signal – Red or Green or Amber
Ans: Classification
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32.What is the difference between Generative Al and predictive Al?
Ans: Generative Al creates new content, while predictive Al classifies existing content
33.What is a key feature of generative Al?
Ans: Generating new data similar to training data
34.What are the types of Data?
Ans: Both Structured & Unstructured
35.Pre-Trained Multi Task Generative Al Models are called
Ans: Foundation Models
36.BARD, the conversational Al chatbot, is developed by which company?
Ans: Google
37.Which principle emphasizes the need to collect data from a variety of sources and demographics?
Ans: Fairness Measures
38.What is chain-of-thought prompting?
Ans: Asking a series of related questions to guide the model
39.What is the goal of using context in a prompt?
Ans: To improve the model’s understanding and response quality
