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Which Al model can produce an image output? 

  1. ChatGPT
  2. GPT-3
  3. DAUE-2
  4. Both ChatGPT and GPT-3

Ans: 3

In the Software Development Life Cycle (SDLC), which phase is primarily concerned with  defining the overall system architecture, component design, and user interface layout?

  1. Requirement Analysis
  2. Testing and Validation 
  3. Implementation and Coding
  4. Design and Planning

Ans: 4

Which of the following is an example of prompt engineering toolkit or library? 

  1. TensorFlow
  2. PyTorch 
  3. Scikit-learn
  4. GPT-3 Playground

Ans: 4

State True or False: Prompt Engineering is only applicable to text-based Al models

False

True

Ans: 2

State True or False Large Language Models can accurately predict future events and outcomes based on the given prompt

  1. True
  2. False

Ans: 2

In an ‘Al-First* company, which of the following tasks can be automated? A Data Collection  B Analyzing Data C Decision making

  1. A,B
  2. B, C 
  3. A,C
  4. A.B.C

Ans: 4

What is the range of Top_P Parameter ? 

  1. |0,infinity]
  2. [0,1]
  3. [infinity,0]
  4. [-infinity.infinity]

Ans: 2

What expertise is required in Al-First Software Engineering? 

  1. Software Engineering principles
  2. Data preprocessing 
  3. Statistical Analysis
  4. Machine Learning

Ans: 4

What is the primary benefit of applying Al to software engineering?

  1. Improved security measuresa
  2. Faster bug fixes
  3. Reduced development costs
  4. Enhanced user interface

Ans: 3

Which parameter helps in modifing the likelihood of a specific token in the completion text generated by GPT-3 API?

  1. logit bias
  2. top p
  3. max tokens
  4. None of the above

Ans: 1

How can Al-based anomaly detection techniques be used in software engineering to increase system security?

  1. By automatically fixing all security vulnerabilities in the code
  2. By conducting real-time monitoring and alerting for suspicious activities
  3. By encrypting all data transmissions within the software
  4. By implementing strict access control policies for user authentication

Ans: 2

Which of the following is NOT a common pretrained language model? (Select all the option that applies)

  1. GPT
  2. BERT
  3. RNN
  4. LSTM

Ans: 3 4

Which of the following is an example of an Al-First approach in software engineering? 

  1. Using Al to generate test case automatically
  2. Building software without any human involvement
  3. Prioritizing software architecture over Al techniques
  4. Ignoring the use of machine learning algorithms in software development

Ans: 1

UML diagrams are covered in which of the following design phases.

  1. High level design 
  2. Low level design

Ans: 1

State True or False: Programming knowledge is required to interact with GPT-3

  1. True
  2. False

Ans: 2

What is a large language model?

  1. A model that can process and generate human-like text
  2. A model that specializes in image recognition
  3. A model designed for speech synthesis
  4. A model used for data visualization

Ans: 1

During which of the following SDLC phases Generative Al capabilities can be utilized.

  1. Requirement Elicitation
  2.  Design
  3. Coding

Ans: 2


What is the role of the decoder in the Transformer model?

  1. To compute the self-attention scores
  2. To generate the positional encoding
  3. To perform dimensionality reduction
  4. To generate the output sequence

Ans: 4

What is the main advantage of Al-First Software Engineering?

  1. Faster development process
  2. Reduced software performance
  3. Entianced user experience
  4. Increased automation capabilities

Ans: 4

State True or False: In OpenAI GPT framework, prompts should be minimum 64 characters

  1. True
  2. False

Ans: 2

GPT 3/4 models are restricted to answering on only few domains?

  1. True
  2. False

Ans: 2

In OpenAI GPT framework for getting more deterministic response, identify the value for temperature parameter

  1. Zero
  2. One
  3. random value
  4. temperature parameter doesnot affect response

Ans: 1

State True or False: ChatGPT can be asked to print daily news headlines

  1.  True
  2.  false

Ans: 2

State True or False: GPT-3 can process all Text, Audio and image inputs.

  1. True
  2. False

Ans: 2

Which mathematical function is commonly used for positional encoding in GPT-37

  1. Sigmoid function
  2. Linear function
  3. Trigonometric functions (eg, sine and cosine)
  4. Exponential function

Ans: 3

State True or False: The OpenAI GPT framework can be used only for Python projects in the development phase

Ans: False

Select option which does not relate to Al First paradigm

  1. Computers adapting to human needs
  2. Easy interface with applications via voice, text, gesture usage
  3. Multi-device computing
  4. Programming on mainframe computers

Ans: 4

Which OpenAl model can be used for Requirement Elaboration

  1. code-davinci-002
  2. text-davinci-003
  3. code-cushman-001
  4. DALL E-2

Ans: 2

State True or False: In an Al-First company, the process of collecting data, analyzing data and data-driven decision-making by taking quantitative feedback from processes are automated.

True

False

Ans: 2

What is the role of transfer learning in prompt engineering?

  1. To fine-tune a pre-trained language model for specific tasks
  2. To generate task-specific prompts for pre-trained language models
  3. To train a language model from scratch

Ans: 1

Which phase of Al-First Software Engineering involves training and fine-tuning Al models?

  1. Requirements gathering 
  2. Design and architecture
  3. Implementation and coding
  4. Testing and quality assurance

Ans: 3

State True or False Prompt Engineering requires domain expertise in the specific task at hand

Ans: true

Which of the following is NOT a common consideration in prompt engineering?

  1. Length of the prompt
  2. Language used in the prompt
  3. Font size of the prompt
  4. Content of the prompt

Ans: 3

In the Software Development Life Cycle (SDLC), which phase is responsible for converting the detailed design specifications into executable code by writing and integrating the necessary software components? 

  1. Requirement Gathering and Analysis
  2. System Testing and Validation
  3. Software Deployment and Maintenance
  4. Software implementation and Integration

Ans: 4

Which of the following is not an example of Sensory Al?

  1. Voice input to search application
  2. Gesture input to Playstation
  3. Multi-device application
  4. Scanning receipts to detect amount automatically

Ans: 3

Which of the following is a considerable challenge in Al-First Software Engineering?

  1. Incompatiblity among Al and traditional methods
  2. Lack of computing resources
  3. Limited tools and frameworks
  4. interpretation of decisions taken by Al systems

Ans: 4

What is Prompt Engineering?

  1. The process of creating prompts for language models
  2. The process of instructing language models through training.
  3. The process of fine-tuning pre-trained language models
  4. The procedure of enhancing the performance of web applications.

Ans: 1


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