What does the term "AI Winter" refer to?

A period of decreased funding and interest in AI

What is a key feature of LSTM that helps it remember information longer?

Gated mechanism (input, forget, output)

What competition did AlexNet excel in?

ImageNet Large Scale Visual Recognition Challenge (ILSVRC)

What is the main goal of the Turing Test?

Determine if a machine can behave like a human

What does BERT stand for?

Bidirectional Encoder Representations from Transformers

What was Deep Blue’s major accomplishment in 1997?

Beat world chess champion Garry Kasparov

What is the function of weights in a Perceptron model?

To learn from examples by adjusting during training

What were the main reasons behind the first AI Winter in the 1970s–1980s?

Unrealistic expectations and limited computing power

What kind of AI model is DeepSeek?

A Mixture-of-Experts language model

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CSS 450 - Session 1

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Questions 24

Answers

1
What does the term "AI Winter" refer to?
A seasonal conference on AI
The era of robotics development
A time when AI systems were most successful
A period of decreased funding and interest in AI
2
What is a key feature of LSTM that helps it remember information longer?
Feedback loops
Dense layers
Gated mechanism (input, forget, output)
Activation thresholds
3
What learning capability does GPT-3 demonstrate strongly?
Few-shot learning
Reinforcement tuning
Manual feature extraction
Supervised clustering
4
What competition did AlexNet excel in?
ImageNet Large Scale Visual Recognition Challenge (ILSVRC)
Turing Test Challenge
Deep Blue Invitational
AI Winter Symposium
5
What technique did ELIZA primarily use to keep a conversation going?
Pattern recognition
Deep learning
Rule-based tricks
Semantic parsing
6
What are the two main components of a GAN?
Classifier and Decoder
Recommender and Analyzer
Generator and Discriminator
Encoder and Regressor
7
What is the Perceptron model inspired by?
Logical rules
Computer chips
Brain neurons
Psychology
8
What is the main goal of the Turing Test?
Rank AI algorithms
Determine if a machine can behave like a human
Measure AI performance in math problems
Identify AI errors
9
What skill did IBM Watson demonstrate effectively?
Real-time navigation
Visual recognition
Mathematical computation
Natural language understanding
10
What does BERT stand for?
Bidirectional Encoder Representations from Transformers
Binary Evaluation of Recurrent Transformers
Baseline Encoder for Real-time Translation
Bayesian Encoder with Recursive Training
11
What is the main function of DALL·E?
Translate text into multiple languages
Predict the next word
Generate images from text
Perform logical reasoning
12
What is the name of the architecture introduced in the paper “Attention is All You Need”?
Transformer
Perceptron
Convolutional Neural Network
Recurrent Neural Network
13
Who introduced the Perceptron model?
Andrew Ng
Geoffrey Hinton
Frank Rosenblatt
Marvin Minsky
14
What breakthrough technique was popularized by Rumelhart, Hinton, and Williams in 1986?
Backpropagation
Support Vector Machines
Reinforcement Learning
Convolutional Networks
15
What was Deep Blue’s major accomplishment in 1997?
Defeated a Go champion
Beat world chess champion Garry Kasparov
Translated multiple languages
Generated realistic human speech
16
What AI technique was central to AlphaGo's success?
Deep reinforcement learning
Brute-force search
Clustering
Support vector machines
17
What is the function of weights in a Perceptron model?
To perform graphical plotting
To determine neuron connections
To learn from examples by adjusting during training
To process output
18
What does the Generator do in a GAN?
Distinguishes real from fake
Stores past data
Classifies images
Creates fake data
19
What was ELIZA designed to simulate?
A math tutor
A psychotherapist
A chess opponent
A language translator
20
What does GAN stand for?
Guided Attention Network
General AI Network
Gradient Approximation Network
Generative Adversarial Network
21
What were the main reasons behind the first AI Winter in the 1970s–1980s?
Unrealistic expectations and limited computing power
Political conflict
Overuse of AI in military
Lack of research opportunities
22
What kind of AI model is DeepSeek?
A vision model
A Mixture-of-Experts language model
A shallow neural network
A reinforcement learning agent
23
When was the term "Artificial Intelligence" first introduced?
1980
1965
1956
1950
24
How many parameters does DeepSeek have?
175 billion
671 billion
1 trillion
300 million

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