Lesson 3 Going Digital for a Digital World
Can AI Think, Communicate, and See the World Like Us?
1942 Isaac ____ wrote the Three Laws of Robotics.
A robot may not injure a human being or, through inaction, allow ____ human being to come to harm.
A robot must obey the orders given it by human beings except where such orders would ____ with the First Law.
A robot must protect its own existence as long ____ such protection does not conflict with the First or Second Law.
The pursuit ____ artificial intelligence (AI) has been ongoing since the 1950s.
Despite some obstacles and challenges along the way, significant progress has been made in AI ____
Scientists have been able to develop machines that can think, communicate, and see the ____ although not with the same level of precision as humans.
These machines have evolved and ____ over time.
In exploring the history of AI, there are some key moments which deserve ____ attention.
In 1950,
In 1950, ____ Turing Asked the Question, “Can Machines Think?”
Often considered the father of modern computer science, Alan Turing was famous for developing the idea of ____ memory and making the first design of an electronic stored program.
In 1950, in his research paper titled “Computing Machinery ____ Intelligence,” he posed a thought-provoking question: Can machines think?
This research paper was ____ first to provide a framework for thinking about machine intelligence.
Turing wanted to see if a machine ____ be as intelligent as humans and asked himself,
“If a machine ____ imitate human behavior, why wouldn’t it be able to think like a human?”
____ question led Turing to design the “imitation game,” which also became known as the “Turing test.”
____ game itself was simple: A human participant would exchange a series of typed interactions with two respondents, a computer and a human being.
After a set period of time, the participant would be asked to state which answers ____ from the computer and which came from the human being.
If the participant failed to distinguish one ____ the other, the computer had passed the Turing test.
It might be then inferred that the computer had the ability to think like ____ human.
Turing predicted that this pattern would eventually happen so consistently that ____ would be considered intelligent.
In the early days of computer science, he already imagined a world in which people could build machines that could ____
From 1964 to 1967,
From 1964 to 1967, the First Chatbot, ELIZA, Was ____
ELIZA, the first ____ was designed by Joseph Weizenbaum, a professor at MIT’s artificial intelligence laboratory between 1964 and 1967.
It was programmed to communicate with users, playing ____ role of a psychotherapist.
____ users typed questions and answers in the input box on the screen, ELIZA would give pre-programmed replies using a pattern-matching technique.
Weizenbaum claimed that ELIZA did not genuinely understand human language and that it was only programmed to ____ prescripted patterns.
However, users’ reactions to the ____ were quite surprising.
The users felt like they were talking to someone who understood ____ input.
They ____ their worries and thoughts about their lives with ELIZA as if they were talking to a real psychotherapist.
In 2011,
In 2011, a Neural Network Finally Identified ____
In 2011, computer engineer Jeff ____ and Stanford University computer science professor Andrew Ng founded a deep learning artificial intelligence research team and created one of the largest neural networks ever built.
Their ____ was to make the network act like a human brain and train itself to recognize the images without any human intervention.
A network of 16,000 computer processors was connected, and these processors were presented with 10 million ____ images from online videos.
The engineers didn’t ____ the neural network to come up with any specific information or classify the images.
They waited to find out if the neural network could naturally find patterns ____ the video images and form classifications in an unsupervised manner.
After the neural network processed the image data for three days, it was able to detect three ____ a human face, a human body, and a cat.
This seemingly simple research represented a significant advancement in the unsupervised image recognition tasks of neural networks and marked the beginning of a new era of artificial ____ research.
Many experts predict ____ artificial intelligence will impact every aspect of 21st century life.
AI will improve the ____ we work, play, and communicate.
Along with hope and excitement, there are also ____
Some people argue that AI will take our jobs ____ eventually control human society.
What will ____ when we live together with a “thinking machine” truly depends on us.
We must keep asking ourselves what ____ us different from AI.
We must ensure that artificial intelligence is only used ____ the betterment of society.
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