From chess-playing computers to chatbots, artificial intelligence has a surprising history. Let's see how much of it you know!
Who coined the term "artificial intelligence" in the mid-1950s?
Alan Turing
John McCarthy
Marvin Minsky
Claude Shannon
Correct! John McCarthy coined the term in 1955 in his proposal for the 1956 Dartmouth workshop, which is often seen as the birth of AI as a field.
It was John McCarthy. He coined the term in 1955 in his proposal for the 1956 Dartmouth workshop, often seen as the birth of AI as a field.
What did Alan Turing originally call the test now named after him?
The Imitation Game
The Chinese Room
The Mirror Test
The Halting Problem
Exactly! In his 1950 paper, Turing described "the imitation game", in which a judge tries to tell a machine from a human through text conversation.
Turing called it "the imitation game". In his 1950 paper, a judge tries to tell a machine from a human through text conversation alone.
In 1997, IBM's Deep Blue beat which world chess champion?
Magnus Carlsen
Bobby Fischer
Anatoly Karpov
Garry Kasparov
Right! Deep Blue defeated Garry Kasparov in a six-game match, the first time a computer beat a reigning world champion under standard match conditions.
It was Garry Kasparov. Deep Blue beat him in a six-game match in 1997, the first time a computer beat a reigning world champion under standard match conditions.
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The word "robot" comes from the Czech "robota", meaning forced labor. It first appeared in Karel Čapek's 1920 play R.U.R.
What does "GPT" stand for in ChatGPT?
General Purpose Technology
Global Predictive Text
Generative Pre-trained Transformer
Guided Probability Tool
Spot on! The model generates text, is pre-trained on huge amounts of data, and is built on the transformer architecture.
It stands for Generative Pre-trained Transformer: it generates text, is pre-trained on huge amounts of data, and uses the transformer architecture.
In 2016, DeepMind's AlphaGo beat Lee Sedol at which game?
Chess
Shogi
Go
Poker
Correct! Go has more possible board positions than atoms in the observable universe, so experts thought this win was still a decade away.
The game was Go. It has more possible board positions than atoms in the observable universe, so many experts thought this win was still a decade away.
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DeepMind's AlphaFold predicts protein shapes, cracking a 50-year-old biology puzzle. Its creators shared the 2024 Nobel Prize in Chemistry.
Did you know?
What type of machine learning trains a model on labeled examples?
Supervised learning
Unsupervised learning
Reinforcement learning
Transfer learning
Well done! In supervised learning, each example comes with the right answer, like photos tagged "cat" or "dog", so the model learns to predict labels.
It's supervised learning. Each training example comes with the right answer, like photos tagged "cat" or "dog", so the model learns to predict labels.
The 2017 paper "Attention Is All You Need" introduced which architecture?
Convolutional neural network
Perceptron
Recurrent neural network
Transformer
Yes! The transformer uses "attention" to weigh how words relate to each other, and it powers most of today's large language models.
It introduced the transformer. It uses "attention" to weigh how words relate to each other, and it powers most of today's large language models.
What is it called when an AI confidently states something false?
Overfitting
Hallucination
Drift
Bias
Right! AI language models predict likely words rather than check facts, so they can produce fluent but made-up answers, called hallucinations.
It's called a hallucination. Language models predict likely words rather than check facts, so they can produce fluent but made-up answers.
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Has AI always been a hot topic?
No! During "AI winters" in the 1970s and late 1980s, disappointing results caused funding and interest in AI to collapse.
ELIZA, a famous 1960s chatbot, imitated which kind of person?
A librarian
A detective
A psychotherapist
A shop assistant
Correct! Joseph Weizenbaum's ELIZA mimicked a therapist by rephrasing users' words as questions, and some people got emotionally attached to it.
ELIZA imitated a psychotherapist. Joseph Weizenbaum's program rephrased users' words as questions, and some people got emotionally attached to it.
GPUs, now vital for training AI, were first designed for what?
Cryptocurrency mining
Weather forecasting
Scientific simulations
Rendering graphics
Exactly! GPUs were built to render graphics, especially for video games. Their ability to do many calculations at once makes them perfect for neural networks.
They were designed for rendering graphics, especially for video games. Their ability to do many calculations at once turned out to be perfect for neural networks.
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