Table of Contents
Introduction
The iGOT Karmayogi Sadhana Saptah – AI Daksh Questions and Answers article is designed to help learners quickly prepare for and successfully complete the AI Daksh program under National Learning Week 2026. AI Daksh is a structured initiative aimed at equipping government officials with essential knowledge of Artificial Intelligence—from core concepts to advanced areas like generative AI—and its real-world applications in governance.
This compilation provides clear, exam-focused questions and answers to support your learning journey, strengthen your understanding of AI fundamentals, and improve your readiness for practical implementation in public service. By engaging with these Q&As, you not only enhance your chances of earning the AI Daksh Badge but also contribute to building a more efficient, ethical, and technology-driven governance ecosystem.
1. Artificial Intelligence for Karmayogis
What does it mean when AI “hallucinates”?
It forgets previous instructions.
It gives wrong or imaginary information confidently.
It stops responding to prompts.
It starts copying human emotions.
Correct Answer: It gives wrong or imaginary information confidently.
What major development in AI happened in the early 2020s?
AI stopped using data.
Generative AI emerged.
AI became less creative.
Machines began farming.
Correct Answer: Generative AI emerged.
What does the Mission Mausam project aim to do?
Reduce traffic congestion in cities.
Improve flood prediction using AI and satellite data.
Build highways across India.
Promote traditional Indian art.
Correct Answer: Improve flood prediction using AI and satellite data.
What does C stand for in the COSTAR framework?
Category.
Command.
Conclusion.
Context.
Correct Answer: Context.
AI at times makes mistakes or gives wrong answers. Which term is this called?
Fabrication
Confusion
Misinterpretation
Hallucination
Correct Answer: Hallucination
How can you stay safe while using AI tools online?
Share personal details without checking the source.
Check URLs and verify with official government portals.
Click on any link that looks interesting.
Act immediately on urgent money requests.
Correct Answer: Check URLs and verify with official government portals.
What is one-shot prompting?
Ignoring the prompt and letting AI guess.
Giving multiple examples to train the AI.
Giving one example in the prompt while asking AI to generate something new.
Asking AI without any example or guidance.
Correct Answer: Giving one example in the prompt while asking AI to generate something new.
Which of the following best describes prompting?
The process of looking for results
The art of asking AI the right question
The process of coding AI responses
The method of storing AI data
Correct Answer: The art of asking AI the right question
What is the main role of a prompt in Generative AI?
To train AI models
To store AI responses
To verify AI outputs
To instruct or request AI to generate a response
Correct Answer: To instruct or request AI to generate a response
What does R stand for in the RTF framework?
Result.
Reference.
Response.
Role.
Correct Answer: Role.
2. Introduction to Artificial Intelligence
What type of AI has consciousness and selfawareness, according to the module?
Artificial General Intelligence
SelfAware AI
Artificial Natural Intelligence
Reactive Machines
Correct Answer: SelfAware AI
Why has AI become a buzzword recently?
Only because of marketing hype
Due to advances in opensource models, algorithmic improvements, and business use cases
Because it just started
Only because of hardware improvements
Correct Answer: Due to advances in opensource models, algorithmic improvements, and business use cases
What is Artificial Intelligence primarily focused on?
Building machines and software that perform tasks requiring human intelligence
Making machines faster
Replacing humans completely
Creating hardware only
Correct Answer: Building machines and software that perform tasks requiring human intelligence
Which of these AI capabilities focuses on how AI learns and uses memory?
AI based on Application
AI Ethics
AI based on Functionality
AI based on Capability
Correct Answer: AI based on Capability
What type of AI is designed to perform a specific task without general understanding?
Artificial Narrow Intelligence
Selfaware AI
Artificial Super Intelligence
Artificial General Intelligence
Correct Answer: Artificial Narrow Intelligence
What is a typical use case of AI in healthcare, as per the module?
Social media posts
Inventory optimization
Virtual assistants
Medical imaging diagnostics
Correct Answer: Medical imaging diagnostics
Which of the following is NOT a main category of AI based on capability?
Artificial Super Intelligence (ASI)
Artificial General Intelligence (AGI)
Artificial Narrow Intelligence (ANI)
Artificial Functional Intelligence (AFI)
Correct Answer: Artificial Functional Intelligence (AFI)
Which AI type is still hypothetical and capable of humanlevel intelligence across tasks?
Reactive Machines
Artificial Super Intelligence
Artificial General Intelligence
Artificial Natural Intelligence
Correct Answer: Artificial General Intelligence
How does generative AI differ in its output compared to traditional AI?
It generates novel content such as text, images, or music
It cannot generate outputs
It classifies data only
It processes only numbers
Correct Answer: It generates novel content such as text, images, or music
What is a key difference between traditional AI and generative AI?
Generative AI only works for art
Both are the same
Generative AI generates new data, traditional AI only analyzes data
Traditional AI can create new content, generative AI cannot
Correct Answer: Generative AI generates new data, traditional AI only analyzes data
3. Core Areas of Artificial Intelligence
What does Natural Language Processing enable machines to do?
Only process numbers
Create hardware
Understand, interpret, and generate human language
Build robots
Correct Answer: Understand, interpret, and generate human language
What is Machine Learning primarily about?
Building robots only
Replacing human jobs completely
Teaching algorithms to detect patterns in data to make predictions
Creating hardware components
Correct Answer: Teaching algorithms to detect patterns in data to make predictions
Which of the following is a core task in Natural Language Processing?
Product recommendation
Image segmentation
Text classification
Object detection
Correct Answer: Text classification
Which learning type involves feedback in the form of rewards and penalties?
Supervised learning
Deep learning
Reinforcement learning
Unsupervised learning
Correct Answer: Reinforcement learning
What is the main inspiration behind deep learning algorithms?
Quantum mechanics
Database systems
Traditional programming
Human brain neurons
Correct Answer: Human brain neurons
What is a common use case for machine learning in banking?
Face recognition
Product display
Fraud detection
Shelf monitoring
Correct Answer: Fraud detection
Which neural network type is primarily used for image classification and object detection?
CNN (Convolutional Neural Network)
Transformers
RNN (Recurrent Neural Network)
Basic Neural Networks
Correct Answer: CNN (Convolutional Neural Network)
What is Deep Learning best described as?
Hardware optimization
Basic machine learning
Amplified Machine Learning, especially useful for image, audio, and language data
Simple data analysis
Correct Answer: Amplified Machine Learning, especially useful for image, audio, and language data
What is the primary function of Speech AI?
Playing music
Understanding, interpreting, and generating human speech
Classifying images
Translating text
Correct Answer: Understanding, interpreting, and generating human speech
Which type of machine learning is trained on labeled data?
Unsupervised learning
Semisupervised learning
Supervised learning
Reinforcement learning
Correct Answer: Supervised learning
4. Fundamentals of Generative Artificial Intelligence
What is a benefit of smaller, lightweight models?
They require more compute
They only process images
They are suitable for edge devices and faster deployment
Less ethical concerns
Correct Answer: They are suitable for edge devices and faster deployment
What are the three foundational layers of a Generative Artificial Intelligence system?
Input, Output, Process
Data, Compute, Algorithms
Algorithms, Data, Compute
Hardware, Software, Network
Correct Answer: Data, Compute, Algorithms
What is the main objective during the training of Large Language Models?
Predict the next token in a sequence given previous ones
Generate random outputs
Minimize cost of compute
Store data securely
Correct Answer: Predict the next token in a sequence given previous ones
What is the benefit of finetuning a foundational model?
Generate more images
Reduce parameter count
Adapt the model for domainspecific tasks without retraining from scratch
Change its hardware
Correct Answer: Adapt the model for domainspecific tasks without retraining from scratch
Which models are known for handling language tasks in Generative Artificial Intelligence?
Genetic Algorithms
Decision Trees
Large Language Models (LLMs)
Logistic Regression
Correct Answer: Large Language Models (LLMs)
What are tokens in the context of Large Language Models training?
Units of hardware
Basic units that represent pieces of text
Security credentials
Units of digital currency
Correct Answer: Basic units that represent pieces of text
What is the primary role of data in Generative Artificial Intelligence?
Provide hardware for training
Act as fuel for learning and pattern recognition
Reduce computational costs
Write model algorithms
Correct Answer: Act as fuel for learning and pattern recognition
What does “Compute” refer to in the context of Generative Artificial Intelligence?
The engine behind AI intelligence, including Graphics Processing Units, Tensor Processing Units, and cloud platforms
Mathematical instructions
Human supervision
Language processing tools
Correct Answer: The engine behind AI intelligence, including Graphics Processing Units, Tensor Processing Units, and cloud platforms
What is a common realworld application of foundational models?
Generating ad creatives and content
Hardware assembly
Managing computer networks
Running operating systems
Correct Answer: Generating ad creatives and content
What is the function of algorithms in Generative Artificial Intelligence?
Manage cloud resources
Provide logic for learning and generating content
Transform data into graphics
Store and retrieve data
Correct Answer: Provide logic for learning and generating content
How to Download iGOT Karmayogi Certificate
To download your certificate after completing the required courses:
- Visit the iGOT Karmayogi platform and log in with your credentials.
- Go to the ‘My Courses’ or ‘Completed Courses’ section.
- Locate the AI Daksh program or the specific course you have completed.
- Click on the course and navigate to the ‘Certificate’ section.
- Download the certificate in PDF format for your records.
Make sure you have successfully completed the required courses (minimum three for AI Daksh) to unlock and access your certificate.
Conslusion
In conclusion, the iGOT Karmayogi Sadhana Saptah – AI Daksh Questions and Answers serves as a practical and focused resource to reinforce your understanding of Artificial Intelligence and its role in modern governance. By going through these questions, learners can strengthen key concepts, gain clarity on real-world applications, and build confidence in using AI-driven tools in administrative work.
Successfully completing the AI Daksh program is not just about earning a badge—it reflects a commitment to continuous learning, digital transformation, and responsible use of technology in public service. As AI continues to shape the future of governance, staying informed and skilled will be essential for delivering efficient, transparent, and citizen-centric services.
Share
