AI Basics
In 2016, this AI system defeated world champion Lee Sedol. Can you name the program?
AlphaGO
Who invented the term "AI"?
John McCarthy
List three types of machine learning
supervised learning, unsupervised, reinforcement
Give one application of deep learning
image recognition, natural language processing (NLP), speech recognition, self-driving cars etc
Provide one example of a reverse Turing test.
CAPTCHA
What is Artificial Intelligence (AI)?
A way of making computer, robot, or software think and act like human.
Who is the father of AI?
Alan Turing
What is supervised learning
Learns from labeled data (inputs and outputs) to make predictions for new data.
What is deep learning?
Type of ML that uses Artificial Neural Networks inspired by the human brain to tackle complex problems with large amounts of data.
What is Siri?
This popular virtual assistant, developed by Apple, can perform tasks and answer questions via voice command.
What is Narrow AI?
A system that can do just one (or a few) defined things as well/ better than humans.
What is the AI Winter
This AI winter period, which lasted from 1970s to the 1980s, was characterized by reduced funding and interest in AI research.
What is unsupervised learning
Learns from unlabeled data to identify hidden patterns or structures
model consists of layers of nodes inspired by the human brain's neural structure
What is a smart home assistant?
This type of AI is used in smart home devices to learn user preferences and automate home systems like lighting and heating.
Please provide examples of narrow AI
- alphaGo
- SIRI
- google translate etc.
What is ASIMO?
Robot invented by Honda that able to walk and deliver tray to customer.
What is reinforcement learning?
Learns through trial and error in an interactive environment to achieve goals
What is the function of dendrites?
This structure in a neuron receives incoming signals from other neurons, functioning similarly to the input layer in a neural network.
What is the difference between GPT-3 and GPT-4?
GPT-4 has improved performance, can process both text and images, and has better safety measures.
What are the disadvantages of AI?
•Increased costs.
•Difficulty with software development – slow and expensive.
•Few experienced programmers
•Few practical products have reached the market as yet.
When was the first chatbot, ELIZA created?
1965
What are the core concepts of machine learning?
Learn - Models - Train & Test - Predict
What is the simplest type of neural network?
Feed-forward neural network
What is deepfake technology?
This AI technology generates highly realistic fake videos, raising concerns about misinformation