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1 : Which of these is a security concern in IoT deployments?

1 : Device vulnerability

2 : Data privacy

3 : Lack of standardization

4 : All of the above

2 : Which of the following is an application of AI in healthcare?

1 : Personalized drug development

2 : Automated diagnosis

3 : Remote patient monitoring

4 : All of the above

3 : Which of the following is an application of IoT in the transportation domain?

1 : Smart traffic management

2 : Vehicle-to-Vehicle (V2V) communication

3 : Predictive maintenance of vehicles

4 : All of the above

4 : Which of these is a potential impact of AI and IoT on the job market?

1 : Job displacement due to automation

2 : Increased demand for specialized skills

3 : Transformation of job roles and responsibilities

4 : All of the above

5 : Which of these AI algorithms is considered an 'explainable' model?

1 : Neural Networks

2 : Decision Trees

3 : Random Forests

4 : Convolutional Neural Networks

6 : What is the key concern associated with algorithmic bias in AI-powered decision-making processes?

1 : Lack of transparency

2 : Perpetuation of existing societal biases

3 : Reduced accuracy of the model

4 : All of the above

7 : Which of the following is an ethical principle that should be considered in the development and deployment of AI and IoT technologies?

1 : Transparency and accountability

2 : Respect for privacy and data rights

3 : Fairness and non-discrimination

4 : All of the above

8 : What is the primary purpose of using AI techniques in machine learning models?

1 : To improve accuracy

2 : To enhance interpretability

3 : To reduce computational complexity

4 : All of the above

9 : What is the key difference between explainable (whitebox) and unexplainable (blackbox) AI models?

1 : The complexity of the model

2 : The ability to understand the decision-making process

3 : The performance of the model

4 : The training data used

10 : Which of the following is not a subfield of AI?

1 : Machine Learning

2 : Computer Vision

3 : Natural Language Processing

4 : Robotics

11 : Which AI algorithm is considered an 'explainable' model?

1 : Neural Networks

2 : Decision Trees

3 : Random Forests

4 : Convolutional Neural Networks

12 : Which is an application of AI in healthcare?

1 : Personalized drug development

2 : Automated diagnosis

3 : Remote patient monitoring

4 : All of the above

13 : Which is a security concern in IoT deployments?

1 : Device vulnerability

2 : Data privacy

3 : Lack of standardization

4 : All of the above

14 : Which of the following is not a subfield of AI?

1 : Machine Learning

2 : Natural Language Processing

3 : Computer Vision

4 : Robotics

15 : What is the primary purpose of AI techniques in ML models?

1 : To improve accuracy

2 : To enhance interpretability

3 : To reduce computational complexity

4 : All of the above

16 : Key difference between explainable and unexplainable AI models?

1 : Model complexity

2 : Ability to understand decision-making

3 : Model performance

4 : Training data used

17 : Which is an IoT application in transportation?

1 : Smart traffic management

2 : Vehicle-to-Vehicle communication

3 : Predictive maintenance

4 : All of the above

18 : Ethical principle for AI/IoT development?

1 : Transparency

2 : Privacy respect

3 : Fairness

4 : All of the above

19 : Potential impact of AI/IoT on job market?

1 : Job displacement

2 : Increased demand for skills

3 : Transformation of roles

4 : All of the above

20 : Key concern with algorithmic bias?

1 : Lack of transparency

2 : Perpetuation of societal biases

3 : Reduced accuracy

4 : All of the above

21 : Potential disadvantage of AI?

1 : Creativity limitations

2 : Job creation

3 : Cost reduction

4 : Enhanced emotions

22 : How does AI improve healthcare?

1 : Prevents all doctor errors

2 : Enables early disease detection

3 : No influence on healthcare

4 : Only automates repetitive tasks

23 : Privacy concern with AI?

1 : No access to personal data

2 : Always transparent data usage

3 : Unauthorized access to private information

4 : Cannot be used for surveillance

24 : Ethical concern with deep fakes?

1 : Enhances security

2 : Improves information accuracy

3 : Creates factual videos

4 : Deceives people in sensitive areas

25 : AI most likely to spread misinformation?

1 : Secure data storage

2 : Healthcare systems

3 : Law enforcement

4 : Social media platforms

26 : Ethical AI design principle?

1 : Maintain secrecy

2 : Prioritize user control

3 : Avoid transparency

4 : Disregard fairness

27 : Facial recognition belongs to which AI area?

1 : Speech recognition

2 : Computer vision

3 : Natural language processing

4 : Expert systems

28 : Computer vision task: identifying/locating objects?

1 : Speech recognition

2 : Object detection

3 : Image classification

4 : Language translation

29 : Problem with opaque AI decisions?

1 : Enhances trust

2 : Difficulty understanding choices

3 : Increases efficiency

4 : Clear decision process

30 : AI role in drug discovery?

1 : Remote patient monitoring

2 : Medical billing

3 : Accelerates through predictive modeling

4 : Medical imaging enhancement

31 : Primary goal of natural language processing?

1 : Identify visual patterns

2 : Understand/generate human language

3 : Recognize facial expressions

4 : Analyze sensor data

32 : How AI customizes gaming experience?

1 : Generates NPCs via deep learning

2 : Improves graphics via supervised learning

3 : Creates content via reinforcement learning

4 : Enhances physics via NLP

33 : Which describes a common application of AI in customer service?

1 : AI predicting financial trends

2 : AI generating automated responses through chatbots

3 : AI analyzing satellite images

4 : AI creating personalized advertisements

34 : How can AI improve manufacturing processes?

1 : AI generating design patterns

2 : AI automating assembly lines and quality control

3 : AI translating technical documents

4 : AI creating marketing strategies

35 : How does AI contribute to cybersecurity?

1 : AI automates administrative tasks

2 : AI enhances threat detection and response

3 : AI manages customer interactions

4 : AI monitors physical security systems

36 : Key concern about using AI for hiring?

1 : AI might reduce job loss

2 : AI might amplify biases in hiring decisions

3 : AI could lower recruitment costs

4 : AI could improve workplace diversity

37 : Primary feature of Infrastructure as a Service (IaaS)?

1 : Providing complete software solutions

2 : Offering virtualized hardware resources

3 : Managing company IT infrastructure

4 : Delivering applications over internet

38 : Benefit of Software as a Service (SaaS)?

1 : Users maintain software installations

2 : Software hosted/managed by third party

3 : Complete server configuration control

4 : Customizable underlying infrastructure

39 : How does AI help e-commerce companies?

1 : AI improves website load times

2 : AI creates personalized product recommendations

3 : AI manages physical store inventory

4 : AI develops manufacturing techniques

40 : What provides instant answers to website visitors?

1 : Robot

2 : Chatbot

3 : Cloud computing

4 : Expert system

41 : AI tool for correcting spelling/grammar?

1 : ChatGPT

2 : Lovo.ai

3 : Grammarly

4 : Virtual assistant

42 : Apple's virtual assistant is:

1 : Siri

2 : Alexa

3 : Google Assistant

4 : Cortana

43 : AI tool that converts text to speech:

1 : ChatGPT

2 : Grammarly

3 : Lovo.ai

4 : Alexa

44 : Technology in self-driving cars:

1 : Natural language processing

2 : Chatbot

3 : Computer vision

4 : Virtual assistant

45 : Technology for understanding spoken/written words:

1 : Virtual Assistant

2 : Natural language processing

3 : Language analysis

4 : Virtual training

46 : Technology for automated tasks with computer-controlled machines:

1 : Computer vision

2 : Computer intelligence

3 : Robotics

4 : Virtual technology

Computer 9th MCQs || Ilam Ghar