IT and computer and chandrayan Flashcards
What does quantum coherence refer to?
a) The ability of a classical system to maintain a well-defined state over time
b) The ability of a quantum system to maintain a well-defined quantum state over time without being affected by outside disturbances or interactions
c) The tendency of quantum systems to lose coherence over time due to external forces
d) The resistance of classical systems to external disturbances
Which of the following is NOT a factor causing high error rates in quantum computing?
a) Electromagnetic signals
b) Temperature change
c) Disturbances in the Earth’s magnetic field
d) High precision in calculations
B
D
.How does the power of quantum computing scale with the number of qubits?
a) Exponentially
b) Linearly
c) Quadratically
d) Logarithmically
What is quantum supremacy?
a) The theoretical concept of quantum systems surpassing classical systems in performance
b) The experimental demonstration of a quantum computer’s dominance and advantage over classical computers by performing calculations previously impossible at unmatched speeds
c) The ability of classical computers to outperform quantum computers in certain tasks
d) The resistance of quantum systems to outside disturbance
A
B
_______________
Declaration to regulate AI.
is India part of it?
Bletchley
NO
What does MLP stand for in the context of neural networks?
Multi-Layer Perceptron
Which neural network architecture is particularly well-suited for sequential data, such as time series or natural language processing?
a) Feedforward neural networks (FNNs)
b) Multi-layer perceptrons (MLPs)
c) Convolutional neural networks (CNNs)
d) Recurrent neural networks (RNNs)
D
Which type of neural network is commonly used for image recognition tasks?
a) Feedforward neural networks (FNNs)
b) Multi-layer perceptrons (MLPs)
c) Convolutional neural networks (CNNs)
d) Recurrent neural networks (RNNs)
c
What are other names for neural networks?
a) Artificial intelligence networks (AINs)
b) Simulated neural networks (SNNs)
c) Virtual learning networks (VLNs)
d) All of the above
d
How are nodes or artificial neurons organized in a neural network?
a) In random order
b) In a single layer
c) In layers, including an input layer, one or more hidden layers, and an output layer
d) In a linear sequence
What is a neural network?
a) A biological network of neurons in the brain
b) A machine learning program that mimics the decision-making processes of the human brain
c) A network of interconnected computers
d) A type of mathematical equation used for data analysis
C
B
Which dimension of AI combines multiple input modalities to solve complex tasks such as text-to-speech?
a) Generative AI
b) Multimodal AI
c) Frontier AI
d) Natural Language AI
B
What is a characteristic feature of Frontier AI?
a) It specializes in performing specific tasks within a narrow domain
b) It is capable of performing a wide variety of tasks, surpassing the capabilities of most advanced models
c) It relies solely on pre-defined rules for decision making
d) It requires constant human intervention to function properly
Which of the following statements best describes Frontier AI models?
a) They are limited to basic tasks such as image recognition and speech synthesis
b) They can adapt to new tasks and environments without extensive reprogramming
c) They are incapable of learning from experience or feedback
d) They rely exclusively on traditional algorithms and techniques
What distinguishes Frontier AI from other types of AI?
a) Its reliance on shallow neural networks
b) Its ability to perform tasks requiring human-like intuition and creativity
c) Its focus on specialized tasks within a narrow domain
d) Its inability to handle complex data inputs
B
B
C
What is the primary function of Natural Language AI?
a) To generate realistic images and videos
b) To analyze and understand human languages such as English and Spanish
c) To control physical robots in real-world environments
d) To perform complex mathematical calculations
Which technology is commonly used in Natural Language AI systems like OpenAI’s GPT?
a) Artificial neural networks
b) Quantum computing algorithms
c) Traditional rule-based algorithms
d) Genetic algorithms
How does Natural Language AI assist users in tasks like text generation and summarization?
a) By converting text into speech
b) By analyzing and understanding the meaning of text inputs
c) By organizing data into spreadsheets and charts
d) By identifying and correcting spelling and grammar mistakes
B
A
B
Which component plays a key role in the functioning of Generative AI models like GPT?
a) Central Processing Units (CPUs)
b) Graphical Processing Units (GPUs)
c) Random Access Memory (RAM)
d) Solid State Drives (SSDs)
B
What is the structure of a Transformer, a key component of Generative Pre-Trained Transformers (GPT)?
a) It consists of a single neural network layer
b) It consists of multiple interconnected layers
c) It consists of an Encoder only
d) It consists of a Decoder only
B
Which technology combines deep learning, AI, and photoshopping to create images of events?
a) Convolutional Neural Networks (CNNs)
b) Generative Adversarial Networks (GANs)
c) Recurrent Neural Networks (RNNs)
d) Support Vector Machines (SVMs)
What are the components of GANs (Generative Adversarial Networks)?
a) Generators and classifiers
b) Discriminators and classifiers
c) Generators and discriminators
d) Encoders and decoders
What role does a variational auto-encoder play in image creation?
a) It evaluates the content for realism.
b) It creates new images from the initial data set.
c) It performs further refinement of generated images.
d) It enables a versatile “face swap” model
B
C
D
What distinguishes Web3 from Web1 and Web2?
a) Web3 relies on centralized intermediaries.
b) Web3 provides more control over web communities.
c) Web3 focuses on static access to information.
d) Web3 lacks security measures for data protection.
Which technologies are associated with Web3?
a) Artificial Intelligence and Virtual Reality
b) Cryptocurrencies and Non-Fungible Tokens
c) Social media platforms like Facebook
d) Static web pages and basic HTML coding
What is a feature of Web4.0, also known as the Symbiotic web?
a) Centralized control over data storage
b) Peer-to-peer transactions without intermediaries
c) Interaction between humans and machines in symbiosis
d) Decentralized autonomous organizations (DAOs)
B
B
C
A. A DAO, or Decentralized Autonomous Organization, is a digital community that operates without a central authority, using blockchain technology and smart contracts to make decisions and manage resources
B. It is part of Web 3
- Only A
- Only B
- A and B
- Neither
1
It is part of web 4
The concept of Metaverse will come in WEB ____
WEB 3
What role does PoW serve in the Bitcoin network?
a) Regulating the creation of blocks and ensuring network security
b) Delegating control of the network to token owners
c) Facilitating fast and low-cost transactions
d) Enabling smart contract functionality
How does Proof of Stake (PoS) differ from Proof of Work (PoW) in terms of network control?
a) PoS delegates control of the network to the owners of a given token, while PoW relies on centralized authorities
b) PoS requires physical mining equipment, while PoW involves voting based on token ownership
c) PoS consumes more energy than PoW
d) PoS relies on solving complex mathematical puzzles to secure the network
A
A
What distinguishes Field-Programmable Gate Array (FPGA) mining from CPU and ASIC mining?
a) FPGAs are general-purpose processors like CPUs
b) FPGAs are highly optimized for mining specific algorithms like ASICs
c) FPGAs require high upfront costs like ASICs
d) FPGAs offer maximum flexibility in mining configurations
D