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.
Interpretation
Andrew Ng believes that AI can enhance efficiency and productivity in manufacturing plants.
In this quote, Andrew Ng expresses his conviction that artificial intelligence has the potential to improve operations in manufacturing environments. He highlights his experience visiting numerous plants and consistently observing opportunities for AI to streamline processes, reduce costs, and enhance overall performance. This suggests a strong belief in the transformative power of technology in traditional industries.
In practice
In a business presentation discussing the future of manufacturing and technology.
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.
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.
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.
It is not necessary to conceal anything from a public insensible to contradiction and narcotized by technological diversions.
A most important, but also most elusive, aspect of any tool is its influence on the habits of those who train themselves in its use. If the tool is a programming language this influence is, whether we like it or not, an influence on our thinking habits.... A programming language is a tool that has profound influence on our thinking habits.
Computers are useless. They can only give you answers.
You can game the social media in the short run, but not for long.
When I was a student at MIT, we all shared one computer and it took up a whole building. The computer in your cell phone today is a million times cheaper and a thousand times more powerful. What now fits in your pocket 25 years from now will fit into a blood cell and will again be millions of times more cost effective.
Because the Internet is so new, we still don't really understand what it is. We mistake it for a type of publishing or broadcasting, because that's what we're used to. So people complain that there's a lot of rubbish online, or that it's dominated by Americans, or that you can't necessarily trust what you read on the Web.
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