ACME ACADEMY

WEEKLY EVALUATION TEST

Subject: Artificial Intelligence
Time Limit: 120 Mins
Max Marks: 209 Marks
Student Name:
Roll Number:
Class / Sec:
Date:

GENERAL INSTRUCTIONS:

  1. All questions are compulsory. Carefully read all instructions before starting.
  2. The question paper contains 209 questions.
  3. There is no negative marking for incorrect answers.
  4. Use of mobile phones, smartwatches, or calculators is strictly prohibited during the exam.
1. What does AI stand for?
[1 Mark]
(A) Automated Intelligence
(B) Artificial Intelligence
(C) Advanced Information
(D) Algorithmic Intelligence
2. Which AI type is designed for a single specific task?
[1 Mark]
(A) General AI
(B) Narrow AI
(C) Super AI
(D) Cognitive AI
3. What is AGI?
[1 Mark]
(A) Artificial General Intelligence
(B) Automated General Interface
(C) Artificial Graph Intelligence
(D) Advanced Generative Internet
4. What is Generative AI?
[1 Mark]
(A) AI that stores data
(B) AI that analyzes statistics
(C) AI that creates new content
(D) AI that controls robots
5. Which architecture powers most modern AI models?
[1 Mark]
(A) CNN
(B) Transformer
(C) Decision Tree
(D) Bayesian Network
6. What does GPT stand for?
[1 Mark]
(A) General Processing Technology
(B) Generative Pre-trained Transformer
(C) Global Programming Tool
(D) Graph Processing Transformer
7. What is an LLM?
[1 Mark]
(A) Large Logic Machine
(B) Long Learning Method
(C) Large Language Model
(D) Linear Language Matrix
8. What is a token in AI language models?
[1 Mark]
(A) A training dataset
(B) A word or part of a word used for processing
(C) A model parameter
(D) A program instruction
9. What does an API allow?
[1 Mark]
(A) Data encryption
(B) Software communication
(C) Hardware installation
(D) Model training
10. What is multimodal AI?
[1 Mark]
(A) AI that uses multiple processors
(B) AI that works offline
(C) AI that handles multiple types of input (text, image, audio)
(D) AI used for robotics only
11. What is automation in AI?
[1 Mark]
(A) Manual programming
(B) Automatic task execution by machines
(C) Hardware repair
(D) Data deletion
12. What is an AI agent?
[1 Mark]
(A) A chatbot
(B) A data storage system
(C) AI that performs tasks autonomously
(D) An algorithm library
13. What is workflow in AI systems?
[1 Mark]
(A) Hardware design
(B) Sequence of steps to complete a task
(C) Database structure
(D) Programming language
14. Which company created ChatGPT?
[1 Mark]
(A) Google
(B) OpenAI
(C) Microsoft
(D) Amazon
15. Which company developed Gemini?
[1 Mark]
(A) Amazon
(B) Google DeepMind
(C) Meta
(D) IBM
16. Claude AI was created by which company?
[1 Mark]
(A) Anthropic
(B) Tesla
(C) Apple
(D) Intel
17. LLaMA models are developed by?
[1 Mark]
(A) Amazon
(B) Meta
(C) IBM
(D) NVIDIA
18. Which AI model shocked the industry with strong reasoning performance?
[1 Mark]
(A) Bard
(B) DeepSeek
(C) Alexa
(D) Siri
19. What is Grok?
[1 Mark]
(A) AI coding language
(B) AI assistant developed by xAI
(C) AI chip
(D) AI database
20. Which AI is an autonomous agent system?
[1 Mark]
(A) Claude
(B) Manus
(C) Bard
(D) Alexa
21. Which AI focuses on autonomous software engineering?
[1 Mark]
(A) Devin
(B) Gemini
(C) LLaMA
(D) Mistral
22. What is a neural network?
[1 Mark]
(A) Database structure
(B) Brain-inspired computational model
(C) Programming framework
(D) Hardware processor
23. Deep learning refers to:
[1 Mark]
(A) Learning algorithms with multiple layers
(B) Deep storage systems
(C) Network encryption
(D) Hardware acceleration
24. What is prompt engineering?
[1 Mark]
(A) Designing prompts to improve AI responses
(B) Training GPUs
(C) Programming languages
(D) Data encryption
25. What does RAG stand for?
[1 Mark]
(A) Retrieval Augmented Generation
(B) Random AI Generator
(C) Recursive AI Graph
(D) Real Agent Grid
26. What do embeddings represent?
[1 Mark]
(A) Text as numerical vectors
(B) Model parameters
(C) Training algorithms
(D) Image resolution
27. What is fine-tuning?
[1 Mark]
(A) Rebuilding the model
(B) Training a model on specialized data
(C) Deleting datasets
(D) Hardware calibration
28. AI hallucination refers to:
[1 Mark]
(A) Model overheating
(B) Incorrect information generated by AI
(C) Memory leak
(D) GPU failure
29. Alignment in AI means:
[1 Mark]
(A) Aligning servers
(B) Ensuring AI follows human values
(C) Adjusting memory
(D) Optimizing algorithms
30. Reinforcement learning uses:
[1 Mark]
(A) Labels
(B) Rewards and penalties
(C) Databases
(D) Encryption
31. RLHF stands for:
[1 Mark]
(A) Reinforcement Learning from Human Feedback
(B) Recursive Learning Human Format
(C) Reinforced Logical Human Framework
(D) Random Learning Human Function
32. Parameters in AI models are:
[1 Mark]
(A) Hardware settings
(B) Learned numerical weights
(C) Network cables
(D) Database entries
33. Training data refers to:
[1 Mark]
(A) AI software code
(B) Data used to train models
(C) Network configuration
(D) Hardware specifications
34. Which hardware is commonly used for AI training?
[1 Mark]
(A) GPUs
(B) Hard drives
(C) Monitors
(D) Routers
35. NVIDIA dominates which AI industry segment?
[1 Mark]
(A) AI chips
(B) Software frameworks
(C) AI regulation
(D) Robotics
36. AWS is a service by which company?
[1 Mark]
(A) Microsoft
(B) Amazon
(C) Apple
(D) IBM
37. What is a vector database used for?
[1 Mark]
(A) Storing embeddings
(B) Storing images
(C) Network routing
(D) Encryption
38. Which AI predicts protein structures?
[1 Mark]
(A) AlphaFold
(B) Grok
(C) LLaMA
(D) Copilot
39. Which architecture replaced many older NLP models?
[1 Mark]
(A) Transformer
(B) CNN
(C) RNN
(D) GAN
40. Which concept allows AI to search external knowledge before generating an answer?
[1 Mark]
(A) Reinforcement Learning
(B) RAG
(C) GAN
(D) CNN
41. What is the main purpose of embeddings in AI?
[1 Mark]
(A) Encrypt text
(B) Convert data into numerical vectors
(C) Store files
(D) Train GPUs
42. Which AI architecture revolutionized natural language processing in 2017?
[1 Mark]
(A) CNN
(B) Transformer
(C) Decision Tree
(D) Random Forest
43. What does “context window” mean in LLMs?
[1 Mark]
(A) Training dataset
(B) Amount of text the model can process at once
(C) GPU memory size
(D) API request size
44. Which AI company developed Claude?
[1 Mark]
(A) OpenAI
(B) Anthropic
(C) Google
(D) Meta
45. Which AI model family is open-source and developed by Meta?
[1 Mark]
(A) Gemini
(B) LLaMA
(C) GPT
(D) Claude
46. Which company developed the DeepSeek AI models?
[1 Mark]
(A) Google
(B) Chinese AI startup DeepSeek
(C) Microsoft
(D) Amazon
47. What is the purpose of fine-tuning a model?
[1 Mark]
(A) Change hardware
(B) Adapt model to specific tasks
(C) Delete training data
(D) Increase tokens
48. Which AI tool helps programmers write code?
[1 Mark]
(A) GitHub Copilot
(B) Midjourney
(C) Runway
(D) ElevenLabs
49. Which AI system generates images from text prompts?
[1 Mark]
(A) Claude
(B) DALL·E
(C) Grok
(D) Devin
50. What does multimodal AI mean?
[1 Mark]
(A) AI with multiple CPUs
(B) AI that processes multiple data types
(C) AI used only for robotics
(D) AI that stores databases
51. Which multimodal AI model was created by Google?
[1 Mark]
(A) Gemini
(B) Claude
(C) Mistral
(D) DeepSeek
52. Which AI agent is designed to work like a software engineer?
[1 Mark]
(A) Manus
(B) Devin
(C) Grok
(D) Bard
53. What is a vector database mainly used for in AI?
[1 Mark]
(A) Store images
(B) Store embeddings for similarity search
(C) Store training datasets
(D) Store APIs
54. What is the main function of a tokenizer?
[1 Mark]
(A) Train neural networks
(B) Split text into tokens
(C) Compress data
(D) Generate images
55. What is the purpose of prompt engineering?
[1 Mark]
(A) Improve AI responses
(B) Build neural networks
(C) Train GPUs
(D) Design hardware
56. Which company developed Grok AI?
[1 Mark]
(A) Meta
(B) xAI
(C) Microsoft
(D) Apple
57. Which AI company created Mixtral models?
[1 Mark]
(A) Mistral AI
(B) OpenAI
(C) Google
(D) Amazon
58. What is the role of reinforcement learning in AI?
[1 Mark]
(A) Training models using rewards
(B) Encrypting models
(C) Creating datasets
(D) Compressing data
59. RLHF stands for:
[1 Mark]
(A) Reinforcement Learning from Human Feedback
(B) Random Learning Human Function
(C) Reinforcement Learning Hardware Framework
(D) Recursive Learning Hybrid Function
60. What is hallucination in AI?
[1 Mark]
(A) AI overheating
(B) AI generating incorrect information confidently
(C) AI stopping suddenly
(D) AI deleting data
61. What is the main function of AI agents?
[1 Mark]
(A) Store data
(B) Perform autonomous tasks
(C) Train models
(D) Encrypt networks
62. Which AI system is considered an autonomous agent platform?
[1 Mark]
(A) Manus
(B) DALL·E
(C) Copilot
(D) Alexa
63. Which technology allows AI to generate realistic images?
[1 Mark]
(A) GANs
(B) SQL
(C) HTML
(D) TCP
64. Which generative AI technique starts with noise and gradually builds an image?
[1 Mark]
(A) Diffusion model
(B) Decision tree
(C) Neural network pruning
(D) Tokenization
65. Which AI generates music automatically?
[1 Mark]
(A) Suno
(B) ChatGPT
(C) DeepSeek
(D) Claude
66. Which AI platform generates voice or speech?
[1 Mark]
(A) ElevenLabs
(B) Midjourney
(C) Grok
(D) Gemini
67. Which AI is known for artistic image generation?
[1 Mark]
(A) Midjourney
(B) Claude
(C) Grok
(D) Mistral
68. What is the main purpose of AI automation tools?
[1 Mark]
(A) Replace hardware
(B) Automate repetitive tasks
(C) Train neural networks
(D) Store data
69. Which industry benefits from AlphaFold AI?
[1 Mark]
(A) Biology
(B) Finance
(C) Transportation
(D) Retail
70. Which company created the GPT model family?
[1 Mark]
(A) Google
(B) OpenAI
(C) Meta
(D) Amazon
71. What is the primary goal of Artificial General Intelligence (AGI)?
[1 Mark]
(A) Create faster computers
(B) Achieve human-level intelligence across tasks
(C) Improve internet speed
(D) Replace databases
72. Which of the following is an example of Generative AI?
[1 Mark]
(A) Spreadsheet software
(B) AI that generates images
(C) Firewall software
(D) Network router
73. Which architecture is used in GPT models?
[1 Mark]
(A) CNN
(B) Transformer
(C) Decision Tree
(D) Random Forest
74. What does API stand for?
[1 Mark]
(A) Artificial Programming Interface
(B) Application Programming Interface
(C) Advanced Processing Internet
(D) Algorithm Processing Integration
75. What is a token in LLM processing?
[1 Mark]
(A) A database entry
(B) A unit of text such as a word or part of a word
(C) A neural network layer
(D) A software license
76. Which AI model is known for coding assistance?
[1 Mark]
(A) GitHub Copilot
(B) Midjourney
(C) Runway
(D) ElevenLabs
77. Which type of AI generates images from text prompts?
[1 Mark]
(A) Predictive AI
(B) Generative AI
(C) Reactive AI
(D) Analytical AI
78. What is the purpose of embeddings in AI?
[1 Mark]
(A) Convert text into vectors
(B) Encrypt data
(C) Compress files
(D) Store databases
79. Which company developed the Gemini AI model?
[1 Mark]
(A) Microsoft
(B) Google DeepMind
(C) Meta
(D) IBM
80. Which AI company created Claude?
[1 Mark]
(A) Anthropic
(B) Apple
(C) Amazon
(D) Intel
81. Which company created the LLaMA model family?
[1 Mark]
(A) Amazon
(B) Meta
(C) Google
(D) Microsoft
82. Which AI model became famous for strong reasoning capabilities in recent years?
[1 Mark]
(A) Alexa
(B) DeepSeek
(C) Siri
(D) Cortana
83. What does OCR stand for?
[1 Mark]
(A) Optical Character Recognition
(B) Online Code Reader
(C) Object Control Registry
(D) Output Conversion Routine
84. Which AI tool is used for image generation?
[1 Mark]
(A) Midjourney
(B) Excel
(C) Photoshop
(D) Outlook
85. What is the main purpose of automation in AI?
[1 Mark]
(A) Reduce manual work
(B) Increase hardware cost
(C) Slow down tasks
(D) Replace data
86. Which AI can generate music?
[1 Mark]
(A) Suno
(B) ChatGPT
(C) Claude
(D) Grok
87. Which AI generates voice or speech?
[1 Mark]
(A) ElevenLabs
(B) Gemini
(C) DeepSeek
(D) Mistral
88. What is an AI agent?
[1 Mark]
(A) AI that performs autonomous tasks
(B) AI that stores data
(C) AI used only for gaming
(D) AI used only for translation
89. Which AI system is known as an autonomous agent?
[1 Mark]
(A) Manus
(B) Claude
(C) Bard
(D) Siri
90. Which AI agent was designed as a software engineer?
[1 Mark]
(A) Devin
(B) Gemini
(C) Copilot
(D) Grok
91. Which type of database stores embeddings?
[1 Mark]
(A) Vector database
(B) SQL database
(C) NoSQL database
(D) Graph database
92. What is RAG used for in AI?
[1 Mark]
(A) Hardware installation
(B) Combining retrieval with generation
(C) Encrypting text
(D) Storing images
93. Which AI predicts protein structures?
[1 Mark]
(A) AlphaFold
(B) Grok
(C) LLaMA
(D) ChatGPT
94. What is the purpose of fine-tuning?
[1 Mark]
(A) Adapt AI to specific tasks
(B) Delete training data
(C) Increase storage
(D) Build hardware
95. What does multimodal AI mean?
[1 Mark]
(A) AI with multiple processors
(B) AI that processes multiple data types
(C) AI that runs on multiple devices
(D) AI used in robotics only
96. Which multimodal AI model was created by Google?
[1 Mark]
(A) Gemini
(B) Claude
(C) Grok
(D) DeepSeek
97. What is hallucination in AI?
[1 Mark]
(A) AI generating incorrect information confidently
(B) AI shutting down
(C) AI overheating
(D) AI losing memory
98. What is reinforcement learning based on?
[1 Mark]
(A) Rewards and penalties
(B) Encryption
(C) Compression
(D) Networking
99. RLHF stands for:
[1 Mark]
(A) Reinforcement Learning from Human Feedback
(B) Recursive Learning Hybrid Framework
(C) Random Learning Hardware Function
(D) Reinforced Logical Hybrid Framework
100. What is the main purpose of a Large Language Model (LLM)?
[1 Mark]
(A) Store images
(B) Understand and generate human language
(C) Control hardware devices
(D) Manage databases
101. Which technique helps AI understand the meaning of words in context?
[1 Mark]
(A) Tokenization
(B) Embeddings
(C) Compression
(D) Encryption
102. Which model type is primarily used for image generation today?
[1 Mark]
(A) Diffusion models
(B) Decision trees
(C) Linear regression
(D) Support vector machines
103. Which company created the AI assistant Grok?
[1 Mark]
(A) Google
(B) xAI
(C) Meta
(D) IBM
104. What is the role of tokenization in LLMs?
[1 Mark]
(A) Split text into tokens
(B) Encrypt text
(C) Compress files
(D) Store data
105. Which AI system is known for generating realistic art images?
[1 Mark]
(A) Midjourney
(B) ChatGPT
(C) Claude
(D) DeepSeek
106. What is the main advantage of multimodal AI?
[1 Mark]
(A) Faster hardware
(B) Ability to process multiple types of data
(C) Lower storage requirements
(D) Reduced internet usage
107. Which AI model family is developed by Meta?
[1 Mark]
(A) Gemini
(B) LLaMA
(C) Claude
(D) DeepSeek
108. What is the purpose of vector similarity search?
[1 Mark]
(A) Image compression
(B) Find similar content using embeddings
(C) Encrypt data
(D) Train models
109. Which AI technology allows machines to learn through rewards?
[1 Mark]
(A) Reinforcement Learning
(B) Supervised Learning
(C) Unsupervised Learning
(D) Transfer Learning
110. Which company created the Claude AI assistant?
[1 Mark]
(A) Anthropic
(B) Microsoft
(C) Apple
(D) Tesla
111. Which AI model family is known for strong reasoning capabilities?
[1 Mark]
(A) DeepSeek
(B) Alexa
(C) Siri
(D) Cortana
112. What is the main purpose of AI alignment?
[1 Mark]
(A) Increase speed
(B) Ensure AI behaves according to human values
(C) Reduce storage
(D) Train GPUs
113. Which AI tool generates video from text prompts?
[1 Mark]
(A) Sora
(B) Claude
(C) Copilot
(D) Grok
114. What is the purpose of prompt engineering?
[1 Mark]
(A) Improve AI responses through better prompts
(B) Build hardware
(C) Encrypt data
(D) Manage networks
115. Which AI model is designed for autonomous coding tasks?
[1 Mark]
(A) Devin
(B) Gemini
(C) Grok
(D) Claude
116. What does GPU stand for?
[1 Mark]
(A) General Processing Unit
(B) Graphics Processing Unit
(C) Global Processing Utility
(D) Graph Programming Unit
117. Which company is the leader in AI GPU hardware?
[1 Mark]
(A) Intel
(B) NVIDIA
(C) AMD
(D) IBM
118. What is the main purpose of cloud computing in AI?
[1 Mark]
(A) Store and process large-scale data and models
(B) Replace GPUs
(C) Reduce internet usage
(D) Train robots
119. Which cloud platform is owned by Amazon?
[1 Mark]
(A) AWS
(B) Azure
(C) Google Cloud
(D) IBM Cloud
120. What is the main goal of Generative AI?
[1 Mark]
(A) Analyze data
(B) Generate new content
(C) Encrypt information
(D) Store data
121. Which AI generates human-like voice?
[1 Mark]
(A) ElevenLabs
(B) ChatGPT
(C) Claude
(D) Gemini
122. Which AI can generate music compositions?
[1 Mark]
(A) Suno
(B) Grok
(C) Claude
(D) Gemini
123. Which AI predicts protein structures?
[1 Mark]
(A) AlphaFold
(B) DeepSeek
(C) LLaMA
(D) Grok
124. What is the main function of OCR technology?
[1 Mark]
(A) Convert images of text into digital text
(B) Generate images
(C) Train models
(D) Store data
125. What is an AI workflow?
[1 Mark]
(A) Sequence of steps to complete an AI task
(B) Hardware configuration
(C) Data encryption method
(D) Programming language
126. Which AI model was released by Mistral AI?
[1 Mark]
(A) Mixtral
(B) Gemini
(C) Claude
(D) GPT
127. What does “context window” mean in LLMs?
[1 Mark]
(A) Training dataset size
(B) Amount of text the model can consider at once
(C) GPU memory size
(D) API request size
128. Which AI technique improves models using human feedback?
[1 Mark]
(A) RLHF
(B) GAN
(C) CNN
(D) RNN
129. Which AI model is Google's main competitor to GPT?
[1 Mark]
(A) Gemini
(B) Claude
(C) DeepSeek
(D) Grok
130. What is the role of training data in AI?
[1 Mark]
(A) Teach the model patterns and relationships
(B) Encrypt the model
(C) Compress the model
(D) Replace algorithms
131. Which type of AI focuses on predicting trends from data?
[1 Mark]
(A) Analytical AI
(B) Generative AI
(C) Reactive AI
(D) Creative AI
132. Which type of AI generates text or images?
[1 Mark]
(A) Generative AI
(B) Predictive AI
(C) Reactive AI
(D) Rule-based AI
133. Which AI model architecture processes sequences efficiently?
[1 Mark]
(A) Transformer
(B) Decision Tree
(C) KNN
(D) Linear Regression
134. What is the purpose of AI agents?
[1 Mark]
(A) Execute complex tasks autonomously
(B) Train neural networks
(C) Store databases
(D) Encrypt files
135. Which AI agent system gained attention for autonomous tasks?
[1 Mark]
(A) Manus
(B) Gemini
(C) Claude
(D) Grok
136. What does “model parameter” mean in AI?
[1 Mark]
(A) Hardware setting
(B) Learned numerical weight inside a model
(C) Network configuration
(D) Dataset type
137. Which field benefits from AI-generated 3D models?
[1 Mark]
(A) Gaming
(B) Networking
(C) Accounting
(D) Banking
138. What is synthetic data?
[1 Mark]
(A) Artificially generated training data
(B) Encrypted files
(C) Database tables
(D) Hardware signals
139. Which AI technology powers chatbots like ChatGPT?
[1 Mark]
(A) Large Language Models
(B) Databases
(C) Routers
(D) Firewalls
140. What is the main purpose of machine learning in AI?
[1 Mark]
(A) Store information
(B) Enable systems to learn patterns from data
(C) Replace programming languages
(D) Compress files
141. Which learning method uses labeled datasets?
[1 Mark]
(A) Unsupervised learning
(B) Supervised learning
(C) Reinforcement learning
(D) Self-learning
142. Which learning type finds hidden patterns without labeled data?
[1 Mark]
(A) Supervised learning
(B) Reinforcement learning
(C) Unsupervised learning
(D) Transfer learning
143. Which AI technique transfers knowledge from one task to another?
[1 Mark]
(A) Transfer learning
(B) Tokenization
(C) Embedding
(D) Compression
144. Which model type is commonly used for image classification?
[1 Mark]
(A) CNN
(B) Transformer
(C) RNN
(D) Decision Tree
145. Which AI field deals with understanding human language?
[1 Mark]
(A) NLP
(B) Computer Vision
(C) Robotics
(D) Cybersecurity
146. Which AI field focuses on interpreting images and videos?
[1 Mark]
(A) NLP
(B) Computer Vision
(C) Reinforcement Learning
(D) Data Mining
147. What is the purpose of sentiment analysis?
[1 Mark]
(A) Detect emotions in text
(B) Translate languages
(C) Generate images
(D) Compress data
148. Which AI system translates languages automatically?
[1 Mark]
(A) Google Translate
(B) Photoshop
(C) Excel
(D) AutoCAD
149. Which AI capability allows speech recognition?
[1 Mark]
(A) NLP and audio processing
(B) Database storage
(C) Encryption
(D) Compression
150. What does TTS stand for in AI audio systems?
[1 Mark]
(A) Text-to-Speech
(B) Text-to-System
(C) Transfer-to-Speech
(D) Token-to-Sound
151. Which AI technology converts speech into text?
[1 Mark]
(A) Speech recognition
(B) Text generation
(C) Image segmentation
(D) Data compression
152. What is the main purpose of a chatbot?
[1 Mark]
(A) Provide automated conversation with users
(B) Store files
(C) Control networks
(D) Encrypt messages
153. Which AI model is widely used for recommendation systems?
[1 Mark]
(A) Collaborative filtering
(B) Linear regression
(C) KNN
(D) CNN
154. What is the role of AI in recommendation systems?
[1 Mark]
(A) Suggest relevant items to users
(B) Encrypt files
(C) Compress databases
(D) Store images
155. Which platform uses AI for video recommendations?
[1 Mark]
(A) YouTube
(B) Excel
(C) Photoshop
(D) Windows
156. What is the purpose of anomaly detection?
[1 Mark]
(A) Detect unusual patterns or outliers
(B) Compress data
(C) Encrypt information
(D) Generate images
157. Which industry uses anomaly detection for fraud detection?
[1 Mark]
(A) Banking
(B) Agriculture
(C) Manufacturing
(D) Education
158. What is the main function of a neural network layer?
[1 Mark]
(A) Process data and pass it to the next layer
(B) Store files
(C) Encrypt information
(D) Control hardware
159. What is overfitting in machine learning?
[1 Mark]
(A) Model performs well only on training data
(B) Model trains too slowly
(C) Model uses too little data
(D) Model loses parameters
160. What is underfitting?
[1 Mark]
(A) Model too simple to capture patterns
(B) Model too complex
(C) Model too large
(D) Model too slow
161. What is the purpose of model evaluation?
[1 Mark]
(A) Measure model performance
(B) Store data
(C) Encrypt files
(D) Train GPUs
162. Which metric measures classification accuracy?
[1 Mark]
(A) Accuracy
(B) Compression rate
(C) Latency
(D) Throughput
163. What does precision measure in classification?
[1 Mark]
(A) Correct positive predictions
(B) Training speed
(C) Data storage
(D) Model size
164. What does recall measure?
[1 Mark]
(A) Ability to detect all positive cases
(B) Training speed
(C) Memory usage
(D) GPU power
165. What is the F1 score?
[1 Mark]
(A) Balance of precision and recall
(B) GPU efficiency
(C) Data compression
(D) Model size
166. Which AI concept allows models to improve over time with more data?
[1 Mark]
(A) Continuous learning
(B) Tokenization
(C) Compression
(D) Encryption
167. What is edge AI?
[1 Mark]
(A) AI running directly on local devices
(B) AI stored in cloud only
(C) AI used in networks
(D) AI for databases
168. Which device commonly uses edge AI?
[1 Mark]
(A) Smartphone
(B) Printer
(C) Router
(D) Keyboard
169. What is federated learning?
[1 Mark]
(A) Training models across multiple devices without sharing raw data
(B) Training with GPUs only
(C) Training in the cloud
(D) Training with labeled data
170. What is model inference?
[1 Mark]
(A) Using a trained model to make predictions
(B) Training the model
(C) Deleting parameters
(D) Compressing data
171. What is latency in AI systems?
[1 Mark]
(A) Delay in response time
(B) Storage capacity
(C) Model accuracy
(D) Dataset size
172. Which factor influences AI model training speed?
[1 Mark]
(A) GPU power
(B) Screen resolution
(C) Keyboard type
(D) Network cable
173. What is dataset bias?
[1 Mark]
(A) Imbalance in training data causing unfair results
(B) Faster training
(C) Smaller datasets
(D) Better performance
174. What is explainable AI (XAI)?
[1 Mark]
(A) AI systems whose decisions can be understood by humans
(B) AI used in robotics
(C) AI for encryption
(D) AI for gaming
175. Which industry uses AI for predictive maintenance?
[1 Mark]
(A) Manufacturing
(B) Retail
(C) Education
(D) Tourism
176. Which AI application helps doctors diagnose diseases?
[1 Mark]
(A) Medical AI systems
(B) Gaming AI
(C) Network AI
(D) Security AI
177. Which AI technology powers autonomous vehicles?
[1 Mark]
(A) Computer vision and sensors
(B) Databases
(C) Email servers
(D) Printers
178. Which sensor helps AI detect distance in autonomous cars?
[1 Mark]
(A) LiDAR
(B) Keyboard
(C) Mouse
(D) USB
179. What is robotics AI?
[1 Mark]
(A) AI used to control robots
(B) AI for databases
(C) AI for networks
(D) AI for encryption
180. What is the main goal of model training in machine learning?
[1 Mark]
(A) Compress data
(B) Learn patterns from data
(C) Store images
(D) Encrypt files
181. Which learning method uses reward signals to train models?
[1 Mark]
(A) Supervised learning
(B) Reinforcement learning
(C) Unsupervised learning
(D) Transfer learning
182. Which dataset type contains labeled examples?
[1 Mark]
(A) Unsupervised dataset
(B) Reinforcement dataset
(C) Supervised dataset
(D) Synthetic dataset
183. What is the purpose of feature engineering?
[1 Mark]
(A) Improve model performance by selecting useful inputs
(B) Store files
(C) Encrypt information
(D) Generate images
184. Which algorithm is commonly used for classification?
[1 Mark]
(A) Logistic regression
(B) Encryption algorithm
(C) Sorting algorithm
(D) Compression algorithm
185. What is clustering in machine learning?
[1 Mark]
(A) Grouping similar data points
(B) Encrypting data
(C) Compressing files
(D) Storing databases
186. Which algorithm is used for clustering?
[1 Mark]
(A) K-means
(B) Decision tree
(C) Linear regression
(D) Naive Bayes
187. What is dimensionality reduction?
[1 Mark]
(A) Reducing number of features in data
(B) Increasing dataset size
(C) Encrypting data
(D) Storing vectors
188. Which technique is used for dimensionality reduction?
[1 Mark]
(A) PCA
(B) GAN
(C) CNN
(D) RNN
189. What is data preprocessing?
[1 Mark]
(A) Cleaning and preparing data before training
(B) Encrypting data
(C) Storing images
(D) Compressing models
190. What is the role of training-validation split?
[1 Mark]
(A) Evaluate model generalization
(B) Increase storage
(C) Compress files
(D) Generate images
191. What is cross-validation?
[1 Mark]
(A) Repeatedly splitting data for evaluation
(B) Encrypting models
(C) Compressing datasets
(D) Storing tokens
192. What does hyperparameter tuning involve?
[1 Mark]
(A) Adjusting model settings for best performance
(B) Encrypting networks
(C) Compressing data
(D) Tokenizing text
193. What is gradient descent used for?
[1 Mark]
(A) Optimizing model parameters
(B) Encrypting files
(C) Storing vectors
(D) Generating images
194. Which function measures error during training?
[1 Mark]
(A) Loss function
(B) Tokenizer
(C) Embedding
(D) Encoder
195. What is backpropagation?
[1 Mark]
(A) Updating neural network weights during training
(B) Encrypting models
(C) Compressing parameters
(D) Tokenizing text
196. Which activation function introduces nonlinearity in neural networks?
[1 Mark]
(A) ReLU
(B) SQL
(C) JSON
(D) TCP
197. What is dropout in neural networks?
[1 Mark]
(A) Regularization technique to prevent overfitting
(B) Data deletion
(C) GPU shutdown
(D) Model compression
198. What is batch size in training?
[1 Mark]
(A) Number of samples processed at once
(B) Model size
(C) Token count
(D) Dataset storage
199. What is an epoch?
[1 Mark]
(A) One complete pass through the dataset
(B) Model parameter
(C) GPU type
(D) Token limit
200. What is transfer learning commonly used for?
[1 Mark]
(A) Training models faster using existing knowledge
(B) Encrypting datasets
(C) Compressing models
(D) Storing vectors
201. What is few-shot learning?
[1 Mark]
(A) Training models using very small datasets
(B) Encrypting data
(C) St storing tokens
(D) Compressing images
202. What is zero-shot learning?
[1 Mark]
(A) Model performing tasks without training examples
(B) Model with no parameters
(C) Model without GPUs
(D) Model without tokens
203. What is prompt chaining?
[1 Mark]
(A) Linking multiple prompts to complete complex tasks
(B) Compressing prompts
(C) Encrypting prompts
(D) Tokenizing prompts
204. What is a knowledge graph?
[1 Mark]
(A) Network of connected information entities
(B) Image dataset
(C) GPU architecture
(D) Encryption tool
205. What is semantic search?
[1 Mark]
(A) Search based on meaning rather than keywords
(B) Search using databases only
(C) Search using encryption
(D) Search using compression
206. What is AI explainability important for?
[1 Mark]
(A) Understanding model decisions
(B) Encrypting models
(C) Compressing datasets
(D) Tokenizing text
207. Which field studies ethical use of AI?
[1 Mark]
(A) AI ethics
(B) Robotics
(C) Networking
(D) Encryption
208. What is bias in AI?
[1 Mark]
(A) Systematic unfairness in predictions
(B) Model compression
(C) GPU error
(D) Dataset size
209. What is fairness in AI?
[1 Mark]
(A) Equal treatment of different groups
(B) Faster computation
(C) Smaller models
(D) More tokens
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