The idea that technology will cause widespread job-loss and economic upheaval is such an old fear, and it never works that way. Technological innovations lead to wealth creation 100% of the time, along with more opportunities for more people, even if some jobs are initially replaced with other jobs. "This time is different" is announced everytime, and it's always the same. This book is very good for anybody wishing t…
Yes but this time it's different. Throughout history, until the past 50 years or so, the new technology has typically replaced a mechanical function humans were performing. The coming evolution of software and robotics will start performing the mental work humans, until very recently, were the ONLY thing on the planet capable of doing. For the past 3000 years of "modern humans", we have had a monopoly on the human br…
The AI Threat Isn’t Skynet – It’s the End of the Middle Class
121–130 of 268 posts
Re: The AI Threat Isn’t Skynet – It’s the End of the Middle Class
#122That threat has many thinkers entertaining the idea of a universal basic income, a guaranteed living wage paid by the government to anyone left out of the workforce. But McAfee believes this would only make the problem worse, because it would eliminate the incentive for entrepreneurship and other activity that could create new jobs as the old ones fade away. Others question the psychological effects of the idea. “A u…
> Some people sound like they're planning how to invent enough bullshit jobs to provide everyone a regular 9-5 schedule and a supervisor even after machines are doing all the strictly necessary labor. I think that's mistaken on many fronts. First, new jobs that get invented aren't bullshit. Just as the internet destroyed DVD manufacturing jobs, it created smartphone app jobs, which weren't make-work. Second, the day…
But I want to stake out a position early on that if the market economy plus automation does not actually produce enough jobs for job-seekers in practice, then we should accept that mass employment was a historically contingent phenomenon that can be let go. It's not something that governments should try to keep shambling around in zombie form after the original economic rationale has died. (Bullshit jobs invented just to keep people provided with employment/income is one kind of bad response that I'm worried we'll see from protective governments. Another bad response, from neglectful governments, would be to ignore mass technological unemployment observed in practice, should it come to pass, because they're too wedded to a theory that enough new jobs will always arise in the private sector to offset jobs eliminated by automation.)
Re: The AI Threat Isn’t Skynet – It’s the End of the Middle Class
#123That threat has many thinkers entertaining the idea of a universal basic income, a guaranteed living wage paid by the government to anyone left out of the workforce. But McAfee believes this would only make the problem worse, because it would eliminate the incentive for entrepreneurship and other activity that could create new jobs as the old ones fade away. Others question the psychological effects of the idea. “A u…
> Some people sound like they're planning how to invent enough bullshit jobs to provide everyone a regular 9-5 schedule and a supervisor even after machines are doing all the strictly necessary labor. I think that's mistaken on many fronts. First, new jobs that get invented aren't bullshit. Just as the internet destroyed DVD manufacturing jobs, it created smartphone app jobs, which weren't make-work. Second, the day…
Like speech recognition, or machine vision, or predictive analytics. What's awesome is that deep learning seems to be coming out with the best results across many different disciplines and problem domains, leading to optimism about it being a general technique that can be applied to many different types of complex problems.
So yea, modern renaissance of machine learning and AI is not the same as the promise of strong AI, very opposite.
I am totally with you in that the future is hard to predict. But this isn't quite the same thing, there are notable differences here that'd suggest that this isn't like the promises made by the community since last 50 years.
Speaking specifically about deep learning, never before in history have we been able to work with the sheer volume of data that we now have and can easily work with. GPU computing shits on the CPU and is faster than the CPU by orders of magnitudes for things like matrix multiplication[1]. Advances in the field like dropout, transfer learning, ensemble learning, boosting, convolutional neural networks, unsupervised pre-training, etc have also led to breakthroughs.
Finally, researchers have more access to large freely available datasets like ImageNet, which has had an enormous impact on the field of machine vision. Freely available tools like Caffe, TensorFlow, Theano, Lasagne, Keras, Torch also make it easy for engineers and not machine learning experts to utilize the state of the art techniques to build awesome software.
Re: The AI Threat Isn’t Skynet – It’s the End of the Middle Class
#124That threat has many thinkers entertaining the idea of a universal basic income, a guaranteed living wage paid by the government to anyone left out of the workforce. But McAfee believes this would only make the problem worse, because it would eliminate the incentive for entrepreneurship and other activity that could create new jobs as the old ones fade away. Others question the psychological effects of the idea. “A u…
Exactly we could have a society oriented around the arts and sciences, pure creativity and discovery instead of bullshit jobs we could put the pedal to the metal in human freedom and innovation.
I'm afraid your statement implies a misunderstanding of what 'the economy' is.
'The economy' is people providing services and building products for one another.
So that guy who waited on you at the restaurant, the girl who did your payroll, the guy who delivered your mail, the person monitoring your blocks internet connections, the person who planted crops, the person making sure your street is safe to walk down ...
Those 'bullshit jobs' all exist for a reason - because they provide value to someone (like you), and we are willing to pay for it all by doing stuff for others as well.
'The jobs' that we do are a function of what other people in the economy 'want done' in terms of products and services.
Not a function of 'what they want to do'.
If you don't want to do anything that 'helps others' - that's fine, but you can't expect for them to help you in return if your 'lifestyle choice' is 'windsurfing'.
But when we do help each other, the whole is actually greater than the sum of the parts (i.e. comparative value) - and that's where we really start to win.
Most of the things you need done for you are not that fun. It'll always be that way.
Re: The AI Threat Isn’t Skynet – It’s the End of the Middle Class
#125Earlier quoted context omitted.
Exactly we could have a society oriented around the arts and sciences, pure creativity and discovery instead of bullshit jobs we could put the pedal to the metal in human freedom and innovation.
People are already creating more art than we actually need (witness how hard it is to make a living as an artist). Now just wait till the AIs become serious competition at that too.
Re: The AI Threat Isn’t Skynet – It’s the End of the Middle Class
#126That threat has many thinkers entertaining the idea of a universal basic income, a guaranteed living wage paid by the government to anyone left out of the workforce. But McAfee believes this would only make the problem worse, because it would eliminate the incentive for entrepreneurship and other activity that could create new jobs as the old ones fade away. Others question the psychological effects of the idea. “A u…
Basic Income will never be politically possible in places where it's culturally expected that a living must be "earned". It's more likely we'll end up paying 50% of the population to dig holes and paying the other 50% to fill them in, than implementing a basic income.
Re: The AI Threat Isn’t Skynet – It’s the End of the Middle Class
#127Earlier quoted context omitted.
> It's funny how boredom, vice, and the indignity of receiving income without continual labor loom in importance if and only if we're talking about technological unemployment. What of people receiving Social Security, pensions, inherited wealth, royalties from patents and copyrights, rents collected on real estate...? It is largely a desire for a control mechanism where the sheep are inherently dependent on the mecha…
I'm not against Universal Basic Income, but there are some things about it which worry me, and which don't seem to come up very much in these discussions. leverage If we're all on basic income, we no longer have any leverage if our "wages" are reduced. The ruling classes can decide to drop the amount we earn, and there's not much we can do about it. Sure, we can "vote", but we can't strike, which is a far more powerf…
The BATNA during labor negotiations is now “live a spare lifestyle on basic income” vs. “let your whole family die starving in a gutter”.
Re: The AI Threat Isn’t Skynet – It’s the End of the Middle Class
#128Earlier quoted context omitted.
I'm not against Universal Basic Income, but there are some things about it which worry me, and which don't seem to come up very much in these discussions. leverage If we're all on basic income, we no longer have any leverage if our "wages" are reduced. The ruling classes can decide to drop the amount we earn, and there's not much we can do about it. Sure, we can "vote", but we can't strike, which is a far more powerf…
> If we're all on basic income, we no longer have any leverage if our "wages" are reduced. The ruling classes can decide to drop the amount we earn, and there's not much we can do about it. Sure, we can "vote", but we can't strike, which is a far more powerful way to fight against pay decreases. You could still strike. UBI has nothing to do with employment and it enables you to sustain strikes longer as you are guara…
Re: The AI Threat Isn’t Skynet – It’s the End of the Middle Class
#129That threat has many thinkers entertaining the idea of a universal basic income, a guaranteed living wage paid by the government to anyone left out of the workforce. But McAfee believes this would only make the problem worse, because it would eliminate the incentive for entrepreneurship and other activity that could create new jobs as the old ones fade away. Others question the psychological effects of the idea. “A u…
> It's funny how boredom, vice, and the indignity of receiving income without continual labor loom in importance if and only if we're talking about technological unemployment. What of people receiving Social Security, pensions, inherited wealth, royalties from patents and copyrights, rents collected on real estate...? It is largely a desire for a control mechanism where the sheep are inherently dependent on the mecha…
Re: The AI Threat Isn’t Skynet – It’s the End of the Middle Class
#130Earlier quoted context omitted.
I'm not against Universal Basic Income, but there are some things about it which worry me, and which don't seem to come up very much in these discussions. leverage If we're all on basic income, we no longer have any leverage if our "wages" are reduced. The ruling classes can decide to drop the amount we earn, and there's not much we can do about it. Sure, we can "vote", but we can't strike, which is a far more powerf…
Wait, what? If people don’t need to work full time to nominally survive, that gives them much more leverage vs. employers. The BATNA during labor negotiations is now “live a spare lifestyle on basic income” vs. “let your whole family die starving in a gutter”.