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.
There's no magic line between an application and an operating system that some bureaucrat in Washington should draw.
I invented nothing new. I simply combined the inventions of others into a car. Had I worked fifty or ten or even five years before, I would have failed.
The people who designed the tools that make the Net run had their own ideas for the future.
Did you know that Kodak actually invented the digital camera that ultimately put it out of business? Kodak had the patents and a head start, but ignored all that.
Within thirty years, we will have the technological means to create superhuman intelligence. Shortly after, the human era will be ended.
The science of today is the technology of tomorrow.
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