CBSE Class 10 Question Paper 2025 Artificial Intelleigence

Series : GE1FH SET ~ 4

- 
 . Q.P. Code 104
Roll No.
 -   - 
-    
Candidates must write the Q.P. Code
on the title page of the answer-book.

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 NOTE
(I)       -   (I) Please check that this question
 23   paper contains 23 printed pages.
(II)       -  21  (II) Please check that this question
  paper contains 21 questions.
(III) -        (III) Q.P. Code given on the right hand
-    -  side of the question paper should be
written on the title page of the
-   
answer-book by the candidate.
(IV)         , (IV) Please write down the serial
-        number of the question in the
answer-book at the given place
  
before attempting it.
(V)  -     15   (V) 15 minute time has been allotted to
     -    read this question paper. The
question paper will be distributed at
 10.15     10.15  
10.15 a.m. From 10.15 a.m. to 10.30
10.30     -  a.m., the candidates will read the
       - question paper only and will not
      write any answer on the answer-
~ book during this period.
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 
ARTIFICIAL INTELLIGENCE
{ZYm©[aV g‘¶ : 2 KÊQ>o A{YH$V‘ A§H$ : 50
Time allowed : 2 hours Maximum Marks : 50

104 527 1|Page P.T.O.

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  :
(i)       
(ii)  -     21   : -  - 
(iii) -      ,  -       
(iv)   (5 + 16) = 21   ,   2    ()  
(5 + 10) = 15      
(v)                 
(vi) - :     (24 )
(a)    5   
(b)      
(c)       
(d)  /          
(vii) - :     (26 )
(a)    16   
(b)   10    
(c)       
(d)  /          
 – 
(   )
1.      6     4     : 41=4
(i)           ?
(A)   (B)  
(C)  (D)  
(ii)  (Spam)   -
(A)   (Unnecessary images)
(B)   (Temporary files)
(C)   (Junk mails)
(D)   (Music files)
(iii)  (A) :       
 (R) :             
(A) (A)  (R)     (A)    (R)  
(B) (A)  (R)     (A)    (R)   
(C) (A)    (R)    
(D) (A)     (R)   

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General Instructions :
(i) Please read the instructions carefully.
(ii) This question paper consists of 21 questions in two sections : Section-A
& Section-B.
(iii) Section-A has objective type questions whereas Section-B contains
subjective type questions.
(iv) Out of the given (5 + 16) = 21 questions, a candidate has to answer
(5 + 10) = 15 questions in the allotted (maximum) time of 2 hours.
(v) All questions of a particular section must be attempted in the correct
order.
(vi) Section-A : Objective type questions (24 marks)
(a) This section has 5 questions.
(b) There is no negative marking.
(c) Do as per the instructions given.
(d) Marks allotted are mentioned against each question/part.
(vii) Section-B : Subjective type questions (26 marks)
(a) This section has 16 questions.
(b) A candidate has to do 10 questions.
(c) Do as per the instructions given.
(d) Marks allotted are mentioned against each question/part.

Section – A
(Objective Type Questions)
1. Answer any 4 out of the given 6 questions on employability skills : 41=4
(i) Which of the following does not help in stress management ?
(A) Healthy food (B) Sound sleep
(C) Yoga asanas (D) Negative thoughts
(ii) Spam refers to
(A) Unnecessary images (B) Temporary files
(C) Junk mails (D) Music files
(iii) Assertion (A) : Sustainable agriculture is environment friendly.
Reason (R) : It prevents use of chemical fertilizers to protect soil.
(A) Both (A) and (R) are correct and (R) is the correct explanation
of (A).
(B) Both (A) and (R) are correct but (R) is not the correct
explanation of (A).
(C) (A) is correct but (R) is not correct.
(D) (A) is not correct but (R) is correct.

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(iv)         (Self motivation)   ?
(A)       
(B)        
(C)     
(D)      
(v)                  
          ?
(A)   (Interpersonal) 
(B)   /  (Public communication)
(C)  (Intrapersonal) 
(D)    (Small group communication)

(vi)     (restaurant)           
   -             :
(A)  (Impatient)
(B)  (Creative)
(C)   (Under Confident)
(D)  (Lazy)

2.   6     5     : 51=5

(i)  (A) :              
   
 (R) :  :    (Washing Machine)  
    
(A) (A)  (R)     (A)    (R)  
(B) (A)  (R)     (A)    (R)   

(C) (A)    (R)    

(D) (A)     (R)   

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(iv) Which of the following is not a step to build self-motivation ?
(A) Focusing on your goal.
(B) Planning to achieve your goal.
(C) Being indisciplined.
(D) Finding out your strength.

(v) Which of the following types of communication takes place when the
number of people is small enough to communicate with each other
effectively ?
(A) Interpersonal communication
(B) Public communication
(C) Intrapersonal communication
(D) Small group communication

(vi) Reema has started her own restaurant. She keeps on trying new
ideas to make different dishes for her customers. As an
entrepreneur, Reema is :
(A) Impatient (B) Creative
(C) Under-confident (D) Lazy

2. Answer any 5 out of the given 6 questions : 51=5
(i) Assertion (A) : When a machine is able to mimic human traits, it
is said to be artificially intelligent.
Reason (R) : A fully automatic washing machine is artificially
intelligent.
(A) Both (A) and (R) are correct and (R) is the correct explanation of (A).
(B) Both (A) and (R) are correct and (R) is not the correct
explanation of (A).
(C) (A) is correct but (R) is not correct.
(D) (A) is not correct but (R) is correct.

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(ii)  (Spotify),  (Facebook),  (Instagram), 
(Amazon),  (Netflix)         
          ?
(A)   (Human intelligence)
(B)   (Platform intelligence)
(C)   (Artificial intelligence)
(D)   (Application intelligence)

(iii)  1 : 4Ws   “When”     (Stakeholders)   
 2 :  (Stakeholders)           
 (solution)     
(A)  1   2    
(B)  1   2    
(C)  1     2   
(D)  2     1   

(iv)        AI ( )       ,
  _________     
(A)         
(B)         
(C) (A)  (B) 
(D) (A)  (B)   

(v)   (Computer Vision)  “ ” (Image Processing)  
  ?
(A)    (Editing) 
(B)      
(C)    (Playing audio files)
(D)    (Codes Compilation)

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(ii) Platforms such as Spotify, Facebook, Instagram, Amazon, Netflix etc.
shows recommendation on the basis of what you like. Which is the
technology behind this ?

(A) Human Intelligence (B) Platform Intelligence

(C) Artificial Intelligence (D) Application Intelligence

(iii) 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.

(A) Both Statement 1 and Statement 2 are correct.

(B) Both Statement 1 and Statement 2 are incorrect.

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

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

(iv) Whenever we want an AI project to be able to predict an output, we
need to _________.

(A) first test it using the data.

(B) first train it using the data.

(C) Both (A) and (B)

(D) Neither (A) nor (B)

(v) What does the term “image processing” refer to in Computer Vision ?

(A) Editing videos

(B) Extracting meaningful information from images

(C) Playing audio files

(D) Compiling codes

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(vi)    4  (Documents)   an, is, the   -  
     (Term)            
(A)   (Stop Word) (B)   (Rare Word)
(C)   (Missing Word) (D)    (Removable Word)

3.   6     5      51=5
(i)    AI    (logo)          
     

(ii)   (Data Science)        (application)
 (genetics)     (genomics)     ?
(A)     (DNA)     
(B)           
(C)        
(D)            

(iii)   (Computer Vision)       (task)  
  (single object)      ?
(A)     (Object Detection)
(B)  +  (Classification + Localization)
(C)   (Instance Segmentation)
(D) - (Non-Localization)

(iv)      (Domain Specific Language)     
   (Database Management System)        
       (Structured data)      
        (language)  ?
(A)    (SQL) (B)    (CSV)
(C)   (Spreadsheet) (D)  (TXT)

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(vi) A corpus contains 4 documents in which the words such as ‘an, is,
the’ were appearing frequently. Identify the term that is used for
such words.
(A) Stop word (B) Rare word
(C) Missing word (D) Removable word

3. Answer any 5 out of the given 6 questions : 51=5
(i) Identify the logo of an application of AI given below. It helps us to
navigate to places.

(ii) Which of the following data science application is not associated with
genetics and genomics ?
(A) To understand the impact of DNA on health.
(B) To analyze reactions to drugs and disease.
(C) To find individual biological connection.
(D) To search the house address of a relative on the Internet.
(iii) In Computer Vision, which of the following tasks is used for single
object ?
(A) Object Detection (B) Classification + Localization
(C) Instance Segmentation (D) Non-Localization
(iv) It is a domain-specific language that is designed for managing data
held in different kinds of DBMS (Database Management System). It
is particularly useful in handling structured data. Which computer
language is this ?
(A) SQL (B) CSV
(C) Spreadsheet (D) TXT

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(v) NLP     (application) News item  Blog post  
  ?   (redundancy)        (Content)
      
(A)   (Virtual Assistants)
(B)   (Sentiment Analysis)
(C)   (Text Classification)
(D)   (Automatic Summarization)

(vi)  ,        ?

(A)   (False Positive)
(B)   (False Negative)
(C)   (True Positive)
(D)   (True Negative)

4.   6     5     : 51=5
(i)     CSV    ( )  ?
(A) Comma and Space Value
(B) Comma Separated Values
(C) Control Separated Values
(D) Character Separated Values

(ii)  1 :      - (overfitting)      
 2 :              , 
           (label)  
(A)  1   2    
(B)  1   2    
(C)  1     2   
(D)  2     1   

104 ~ 10 | P a g e

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(v) Which application of NLP helps to provide an overview of a news
item or blog post ? It also avoids redundancy from multiple sources
and maximises the diversity of content obtained.
(A) Virtual Assistants (B) Sentiment Analysis
(C) Text Classification (D) Automatic Summarization

(vi) Which condition of evaluation does the following diagram indicate ?

(A) False Positive (B) False Negative
(C) True Positive (D) True Negative

4. Answer any 5 out of the given 6 questions : 51=5
(i) Which of the following is the correct expansion of CSV ?
(A) Comma and Space Value
(B) Comma Separated Values
(C) Control Separated Values
(D) Character Separated Values

(ii) Statement 1 : Overfitting is not recommended for evaluation of
a model.

Statement 2 : This is because the model will simply remember
the whole training set, and will therefore always
predict the correct label for any point in the
training set.
(A) Both Statement 1 and Statement 2 are correct.
(B) Both Statement 1 and Statement 2 are incorrect.
(C) Statement 1 is correct but Statement 2 is incorrect.
(D) Statement 2 is correct but Statement 1 is incorrect.

104 ~ 11 | P a g e P.T.O.

  

(iii)               
(Prediction)          (true positive
cases)           

          ?
(A)  (Precision) (B)  (Recall)
(C) F1  (F1 Score) (D)  (Accuracy)

(iv)      (learning based approach)     
  ?

(A)  (Clustering)
(B)  (Classification)
(C)  (Regression)
(D)   (Dimensionally Reduction)

(v) NLP (Natural Language Processing)      
application -    (Spam filtering)    ?
(A)   (Virtual Assistants)
(B)   (Sentiment Analysis)
(C)   (Text Classification)
(D)   (Automatic Summarization)

104 ~ 12 | P a g e

  

(iii) It is one of the parameters for evaluating a model’s performance and
is defined as the percentage of true positive cases versus all the cases
where the prediction is true.

Which of the following evaluation parameter is this ?

(A) Precision (B) Recall

(C) F1 score (D) Accuracy

(iv) Which form of learning-based approach does the following diagram
indicate ?

(A) Clustering

(B) Classification

(C) Regression

(D) Dimensionally Reduction

(v) Which of the following applications of NLP (Natural Language
Processing) is associated with spam filtering in e-mails ?

(A) Virtual Assistants

(B) Sentiment Analysis

(C) Text Classification

(D) Automatic Summarization

104 ~ 13 | P a g e P.T.O.

  

(vi)    (Internet Enabled Device)       
            ________     
(A)   (Artificial Intelligence)
(B)    (Internet of Things)
(C)   (Computer Vision)
(D)   (Deep Learning)

5.   6     5      51=5

(i)   (musical intelligence)     -
(A) ,    ,  (abstraction)     
      
(B)        ,      
(Language Processing)      

(C)  -             
(D) ,     (Patterns)       
      

(ii)           (Prediction)  
(Reality)    ?

(A)      (True positive  False positive)
(B)      (True positive  True negative)
(C)      (False positive  False negative)
(D)      (True positive  False negative)

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(vi) Raghav can turn on and off any appliance remotely using an internet
enabled device. This is an example of _________.

(A) Artificial Intelligence (AI)

(B) Internet of Things (IoT)

(C) Computer Vision (CV)

(D) Deep Learning (DL)

5. Answer any 5 out of the given 6 questions : 51=5

(i) Musical intelligence is a concept that

(A) assesses one’s ability to regulate, measure and understand
numerical symbols, abstraction and logic.

(B) measures the language processing skills both in terms of
understanding or implementation in writing or verbally.

(C) evaluates the ability to process information on the environment
around us.

(D) describes a person’s ability to recognize and create sounds,
rhythms and sound patterns.

(ii) With respect to evaluation, for which of the following does the
prediction and reality match ?

(A) True positive and False positive

(B) True positive and True negative

(C) False positive and False negative

(D) True positive and False negative

104 ~ 15 | P a g e P.T.O.

  

(iii)  1 :     -         
        (Image Based Search)
   
 2 :    (Image Based Search) ,    
        
(A)  1   2    
(B)  1   2    
(C)  1     2   
(D)  2     1   

(iv)    (Natural Language Processing)    “Studies”
  Stemming   Stem           ?
(A) Study (B) Stud

(C) Studi (D) Studied

(v)      (Scenario)  high False Negative (FN) 
(cost)    ?

(A)     (Viral Disease Outbreak)
(B)  - (Spam)
(C)  (Mining)
(D)   (Image Search)

(vi)      (Chat-bot)    ,   (flexible) 
      (databases)       ?

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(iii) Statement 1 : Various search engines and e-commerce portals

now have a new feature called image-based search

using computer vision.

Statement 2 : Image-based search helps in finding items, people

and places by giving their sounds to the system.

(A) Both Statement 1 and Statement 2 are correct.

(B) Both Statement 1 and Statement 2 are incorrect.

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

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

(iv) In the context of NLP, which of the following words represents a

stem resulting from stemming for “Studies” ?

(A) Study (B) Stud

(C) Studi (D) Studied

(v) Which of the following scenarios might have a high False Negative

(FN) cost ?

(A) Viral Disease Outbreak

(B) Spam

(C) Mining

(D) Image Search

(vi) Which type of chat-bot has a wide functionality, is flexible and

powerful, and works on bigger databases directly ?

104 ~ 17 | P a g e P.T.O.

  

-
(   )

     5     3         
20-30     32=6

6.  (Stress)              
               

7.      20               
              

8.               

9.             (digital devices) 
      

10.   (Sustainable Development)        :
(i)  (Water) (ii)  (Fuel)

  6     4    20-30     42=8

11.   (Computer Vision)     (Natural Language
Processing)     

12. AI   (Project Cycle)        :

(i)   (Data Exploration)
(ii)   (Data Features)

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Section – B
(Subjective Type Questions)
Answer any 3 out of the given 5 questions on Employability Skills.
Answer each question in 20-30 words. 32=6

6. Explain the importance of following a healthy lifestyle in effectively
dealing with stress. Write any one common factor that causes stress
among the children nowadays.

7. If you are a team leader of a team of 20 people in an organization,
mention any two methods that you will use for effective communication
with your team members.

8. Write any two tasks that entrepreneurs do when they run their business.

9. Enlist any two measures that an individual should follow to take care of
his/her digital devices.

10. Discuss the following problems related to sustainable development :
(i) Water
(ii) Fuel

Answer any 4 out of the given 6 questions in 20-30 words each. 42=8
11. Differentiate between Computer Vision (CV) and Natural Language
Processing (NLP).

12. Define the following with respect to AI project cycle :
(i) Data Exploration
(ii) Data Features

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13.   (Data Science)    “  ” (Airline Route
Planning)        -          

14.   (Medical Imaging)           

15.   (Human Language)    (Computer Language)   
   ?

16.                 AI 
          (False Positives)    (False
Negatives)    

  5     3    50-80     3  4 = 12
17.  AI  (AI Bias)  AI  (AI Access)     ?    
 -   

18.   (Problem Scoping)  4Ws       (Problem
Statement Template)     ?    (Key elements)   
    (Problem Statement Template)   

19.               (organized
machine learning algorithm)       (Concept)   
   (working)  

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13. One of the applications of Data Science is Airline Route Planning. List any
two tasks that airline companies can do using Data Science.

14. Give any two key impacts of Computer Vision on medical imaging.

15. What is the primary difference between Human Language and Computer
Language ?

16. Suppose you are developing an AI model to detect fraudulent financial
transaction risk. Describe False Positives and False Negatives in this
context.

Answer any 3 out of the given 5 questions in 50-80 words each. 3  4 = 12
17. What do you understand by AI Bias and AI Access ? Give one example of
each to support your answer.

18. What is the use of problem statement template with respect to 4Ws of
problem scoping ? Draw a problem statement template depicting all key
elements.

19. Consider the following diagram. It explains how a system of organized
machine learning algorithms perform certain tasks. Identify the concept
and explain its working.

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20.  documents    :
Document 1 : NLP is a domain of AI.
Document 2 : NLP stands for Natural Language Processing.

    (document vector table)    Bag of Words (BoW)
       

21.  (,   )       ( /  / 
)       AI            630
         Confusion Matrix    
Reality
Confusion Matrix
Yes No

Yes 110 60
Prediction
No 50 410

(A)       True Negative  ?
(B)  (Precision),  (Recall)  F1  (F1 Score)    
__________

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20. Consider the following documents :

Document 1 : NLP is a domain of AI.

Document 2 : NLP stands for Natural Language Processing.

Implement all the four steps of Bag of Words (BoW) model to create a
document vector table.

21. An AI model has been developed to test specimens of blood/urine/cough
etc. to diagnose ailments (diabetes/liver infection etc.). The model was
tested on a data-set of about 630 tests and the resulting confusion matrix
is as follows :

Reality
Confusion Matrix
Yes No

Yes 110 60
Prediction
No 50 410

(A) How many total cases are True Negative in the above scenario ?

(B) Calculate Precision, Recall and F1 Score.

_____________

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104
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