Imagine if we can just talk to our computers and have it understand, 'Please schedule a meeting with Bob for next week.' Or if each child could have a personalized tutor. Or if self-driving cars could save all of us hours of driving.
Interpretation
The quote envisions a future where technology enhances daily tasks and personal learning experiences.
Andrew Ng highlights the transformative potential of technology in our lives. He imagines a world where computers can seamlessly handle complex tasks, such as scheduling meetings or providing personalized education, and envisions innovations like self-driving cars that can reduce time spent on mundane activities. This reflects a deep belief in the ability of technology to improve efficiency and personalize learning, ultimately reshaping how we interact with the world.
In practice
In a conference about AI, I would start with a quote from Andrew Ng to illustrate the future of human-computer interaction.
AI has been making tremendous progress in machine translation, self-driving cars, etc. Basically, all the progress I see is in specialised intelligence. It might be hundreds or thousands of years or, if there is an unexpected breakthrough, decades.
It seemed really amazing that you could write a few lines of code and have it learn to do interesting things.
Most of the value of deep learning today is in narrow domains where you can get a lot of data. Here's one example of something it cannot do: have a meaningful conversation.
A single neuron in the brain is an incredibly complex machine that even today we don't understand. A single 'neuron' in a neural network is an incredibly simple mathematical function that captures a minuscule fraction of the complexity of a biological neuron.
None of us today know how to get computers to learn with the speed and flexibility of a child.
I've been to so many manufacturing plants. I've yet to walk into one where I did not think AI solutions wouldn't help.
Excessive speed and quantity are, like chattiness and digression, besetting sins of cyber-assisted authorship.
The Semantic Web is not a separate Web but an extension of the current one, in which information is given well-defined meaning, better enabling computers and people to work in cooperation.
We live technologically, with man as the master of nature, man as the engineer, and let anyone who raises his voice against it stop using bridges not built by nature.... No electric light bulbs, no engines, no atomic energy, no calculating machines, no anaesthetics-back to the jungle.
We don't need to reject or disparage technology. We need to put it in its place.
It's a fact that more people watch television and get their information that way than read books. I find new technology and new ways of communication very exciting and would like to do more in this field.
The Internet's abundance - of information, goods, tastes and sources of authority - creates unparalleled opportunities for individuals to get exactly what they want. But this plenitude threatens political and cultural authorities who believe in telling individuals what they can have rather than letting them choose for themselves.
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