Class 10 Artificial Intelligence

Revisiting AI Project Cycle & Ethical Frameworks for AI

45 Class 10 Artificial Intelligence questions on Revisiting AI Project Cycle & Ethical Frameworks for AI from the CBSE board papers 2023–2026, each with its answer and a step-by-step solution.

Questions · page 1 of 3

1. Q1 CBSE 2026
   Ethical ​frameworks ​are ​primarily designed to ​:

   1. (a)Increase the efficiency of AI algorithms.
   2. (b)Ensure that choices made do not cause unintended harm.
   3. (c)Reduce the cost of AI development.
   4. (d)Speed up the AI project cycle.
   Show answer

   (b) Ensure that choices made do not cause unintended harm.

   Step-by-step solution →
2. Q2 CBSE 2026
   Which ​of the ​following ​is NOT ​a principle of bioethics ​?

   1. (a)Respect for Autonomy
   2. (b)Do not harm anyone
   3. (c)Ensure maximum benefit for all
   4. (d)Maximize profit
   Show answer

   (d) Maximize profit

   Step-by-step solution →
3. Q3 CBSE 2026
   Which ​stage of ​the AI Project Cycle involves testing the ​model ​on ​newly fetched ​data ​?

   1. (a)Data Exploration
   2. (b)Modelling
   3. (c)Evaluation
   4. (d)Deployment
   Show answer

   (c) Evaluation

   Step-by-step solution →
4. Q4 CBSE 2026
   Read the ​Assertion ​(A) and the Reason ​(R) given ​below ​and select ​the ​correct option.

   Assertion (A): Frameworks serve as a common language for communication and collaboration.

   Reason (R): Frameworks do not facilitate sharing of best practices.

   1. (a)Both (A) and (R) are true, and (R) is the correct explanation of (A).
   2. (b)Both (A) and (R) are true, but (R) is not the correct explanation of (A).
   3. (c)(A) is true, but (R) is false.
   4. (d)(A) is false, but (R) is true.
   Show answer

   (c) (A) is true, but (R) is false.

   Step-by-step solution →
5. Q5 CBSE 2026
   As ​AI is essentially being used as a ​decision making / influencing tool, we need ​to ensure that AI makes morally acceptable recommendations. Which ​of the following is a key factor ​that can knowingly or unknowingly influences ​our ​decision-making while designing an AI ​model ?

   1. (a)Intuition and Values
   2. (b)Algorithm efficiency
   3. (c)Data storage capacity
   4. (d)Processing speed
   Show answer

   (a) Intuition and Values

   Step-by-step solution →
6. Q6 CBSE 2026
   Surveillance systems using ​Computer Vision ​can ​:

   1. (a)Translate spoken languages.
   2. (b)Detect suspicious activities and track individuals.
   3. (c)Analyze text documents.
   4. (d)Process financial transactions.
   Show answer

   (b) Detect suspicious activities and track individuals.

   Step-by-step solution →
7. Q7 CBSE 2026
   Read the ​Assertion (A) and the ​Reason (R) given below and ​select the ​correct ​option.

   Assertion (A): Bioethics is an example of a Value-based Framework for AI.

   Reason (R): Bioethics deals with ethical issues related to health, medicine, and biological sciences.

   1. (a)Both (A) and (R) are true and (R) is the correct explanation of (A).
   2. (b)Both (A) and (R) are true, but (R) is not the correct explanation of (A).
   3. (c)(A) is true, but (R) is false.
   4. (d)(A) is false, but (R) is true.
   Show answer

   (d) (A) is false, but (R) is true.

   Step-by-step solution →
8. Q8 CBSE 2026
   In agricultural ​monitoring ​using Computer ​Vision, drones with cameras ​are ​used to ​:

   1. (a)Communicate with farmers.
   2. (b)Translate farming manuals.
   3. (c)Capture aerial images for crop health assessment.
   4. (d)Calculate crop prices.
   Show answer

   (c) Capture aerial images for crop health assessment.

   Step-by-step solution →
9. Q9 CBSE 2026
   Which AI ​domain would ​be most ​suitable for ​developing ​a ​price comparison website ?

   1. (a)Computer Vision
   2. (b)Natural Language Processing
   3. (c)Statistical Data
   4. (d)Robotics
   Show answer

   (c) Statistical Data

   Step-by-step solution →
10. Q10 CBSE 2026
    The ​deployment ​stage of the ​AI ​Project Cycle ​is ​crucial for ​:

    1. (a)Collecting initial data.
    2. (b)Training the model.
    3. (c)Ensuring successful integration in real-world environment.
    4. (d)Exploring data patterns.
    Show answer

    (c) Ensuring successful integration in real-world environment.

    Step-by-step solution →
11. Q11 CBSE 2026
    Explain the difference ​between sector-based ​and value-based ethical ​frameworks with ​one ​example of ​each.
    Show answer

    Sector-based frameworks suit one sector or industry, e.g. Bioethics; value-based frameworks rest on fundamental values and moral principles, e.g. a Rights-based framework.

    Sector-based frameworks are tailored to a specific sector or industry; value-based frameworks rest on fundamental values and moral principles that guide decision making. Example: Bioethics (sector-based); Rights-based framework (value-based).

    Step-by-step solution →
12. Q12 CBSE 2026
    Differentiate between Statistical ​Data ​and Computer Vision domains ​of AI ​with one example each.
    Show answer

    Statistical Data works on numerical data in datasets, e.g. price comparison websites; Computer Vision works on images and videos, e.g. facial recognition.

    Statistical Data works with numerical data and derives meaning from datasets; example, price comparison websites. Computer Vision works with images and videos, analysing visual information; example, facial recognition systems.

    Step-by-step solution →
13. Q13 CBSE 2026
    Consider the following scenarios and identify which AI domain would be most appropriate for each, with justification : (A) An AI based education platform needs to ​translate to English language and analyze thousands of ​student essays to provide instant ​feedback on grammar, content quality and ​writing style. (B) An ​AI ​based application installed ​on a busy crossing in a metropolitan city scans all ​vehicles driving through that crossing during peak traffic hours and categorizes them into four wheelers and two wheelers.
    Show answer

    (A) Natural Language Processing, as it translates and analyses text; (B) Computer Vision, as it identifies vehicles from images and video.

    (A) Natural Language Processing. Essay translation involves a change of language, and the analysis involves understanding text, checking grammar and evaluating content, which are core NLP applications. (B) Computer Vision. The system analyses visual data, the images and video frames from the cameras at the crossing, to identify each vehicle and classify it as a four wheeler or a two wheeler.

    Step-by-step solution →
14. Q14 CBSE 2026
    A ​smart city project wants ​to implement an integrated AI system. ​For each of the following requirements, identify the most appropriate AI domain and justify ​your choice :

    1. (a)​Analyzing traffic camera footage to count vehicles and detect traffic violations automatically.
    2. (b)Processing citizen complaints written ​in ​local languages to categorize them as “water ​supply”, “electricity”, or “waste management” issues.
    Show answer

    (a) Computer Vision, as it analyses camera images and video; (b) Natural Language Processing, as it understands and classifies text.

    (a) Computer Vision. Processing the visual data from the cameras to identify and count objects such as vehicles, and to detect behaviours such as violations, requires image and video analysis capabilities. (b) Natural Language Processing (NLP). Understanding text written in natural languages and classifying it into categories requires text processing and language understanding capabilities.

    Step-by-step solution →
15. Q15 CBSE 2025
    Platforms such as Spotify, Facebook, Instagram, ​Amazon, ​Netflix etc. shows recommendation ​on ​the basis ​of ​what you like. ​Which ​is the technology behind this ?

    1. (a)Human Intelligence
    2. (b)Platform Intelligence
    3. (c)Artificial Intelligence
    4. (d)Application Intelligence
    Show answer

    (c) Artificial Intelligence

    Step-by-step solution →
16. Q16 CBSE 2025
    Which AI application ​involves analysing large ​sets of data ​to extract ​meaningful insights ​for ​decision-making ?

    1. (a)Computer Vision
    2. (b)Robotics
    3. (c)Natural Language Processing (NLP)
    4. (d)Data Science
    Show answer

    (d) Data Science

    Step-by-step solution →
17. Q17 CBSE 2025
    Statement ​1 : ​In “When” block of 4Ws canvas ​we find the stakeholders. Statement 2 : Stakeholders are the people ​who ​face a particular problem ​and would be benefitted ​with the solution.

    1. (a)Both Statement 1 and Statement 2 are correct.
    2. (b)Both Statement 1 and Statement 2 are incorrect.
    3. (c)Statement 1 is correct but Statement 2 is incorrect.
    4. (d)Statement 2 is correct but Statement 1 is incorrect.
    Show answer

    (d) Statement 2 is correct but Statement 1 is incorrect.

    Step-by-step solution →
18. Q18 CBSE 2025
    Whenever we ​want an AI ​project ​to be ​able to predict an ​output, ​we ​need to _________.

    1. (a)first test it using the data.
    2. (b)first train it using the data.
    3. (c)Both (a) and (b)
    4. (d)Neither (a) nor (b)
    Show answer

    (b) first train it using the data.

    Step-by-step solution →
19. Q19 CBSE 2025
    Identify the logo of an application ​of ​AI ​given below. It helps ​us ​to navigate ​to places.
    Show answer

    The logo is that of Google Maps, the AI application used to navigate to places.

    The logo is that of Google Maps, the AI application that finds a route, shows live traffic and predicts the time of arrival.

    Step-by-step solution →
20. Q20 CBSE 2025
    Which ​of ​the following is the second stage ​of an ​AI ​Project ​Cycle ​?

    1. (a)Problem Scoping
    2. (b)Evaluation
    3. (c)Data Acquisition
    4. (d)Data Exploration
    Show answer

    (c) Data Acquisition

    Step-by-step solution →