In the past, Google has used teams of humans to 'read' its street address images - in essence, to render images into actionable data. But using neural network technology, the company has trained computers to extract that data automatically - and with a level of accuracy that meets or beats human operators.
When I was growing up, I had lots of smart classmates that were girls, but none of us were really pushed into math or computers or anything like that. Girls took AP history and AP English and AP European history. And boys took calculus and physics.
It seems like everything that we see perceived in the brain before we actually use our own eyes, that everything we see is coming through computers or machines and then is being input in our brain cells. So that really worries me.
I met Woz when I was 13, at a friend's garage. He was about 18. He was, like, the first person I met who knew more electronics than I did at that point. We became good friends, because we shared an interest in computers and we had a sense of humor. We pulled all kinds of pranks together.
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.
Many of our own people here in this country do not ask about computers, telephones and television sets. They ask - when will we get a road to our village.
Before computers, you'd start designing using shapes of cubes. Now I can start with something like a handkerchief, an object that doesn't have strong inside and outside boundaries or much closed volume.
At home, we're listening to TV or playing with our computers, so our entertaining is rusting. We don't know how to be good hosts and guests in business situations.
Maths is fundamentally a different process in education than it is in the real world. There is an insistence that we do maths by hand when most of it is done by computers. The idea that you have to do everything by hand before you can operate a computer is nonsense.
I have a crazy amount of different jobs, so the way I manage that is to not do more than one at a time. It's like old computers that had small memory chips, they would do something called swapping, where they would fill the memory with one task, do it and get it out.
If somebody had told me when I was in graduate school, 'Brian, in 35 years you'll get a chance to fly the first commercial spacecraft with no computers,' I'd have said, 'I don't think so. People are not going to be that stupid.'
Men and machines are good at different things. People form plans and make decisions in complicated situations. We are less good at making sense of enormous amounts of data. Computers are exactly the opposite: they excel at efficient data processing but struggle to make basic judgments that would be simple for any human.
The early cyberpunk idea was that networked computers would let us do our work at home, as freelancers, and then transact directly with peers over networks. Digital technology would create tremendous slack, allow us to apply its asynchronous, decentralized qualities to our own work and lives.
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