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Andrew Ng Wants a New 'New Deal' To Combat Job Automation (technologyreview.com)

Andrew Ng, formerly the head of AI for Chinese search giant Baidu and, before that, creator of Google's deep-learning Brain project, knows as well as anyone that artificial intelligence is coming for plenty of jobs. Speaking at a conference on Tuesday, Ng said he would like to see a "new New Deal" that pays people displaced by technology to study, offering an incentive to learn new skills and reenter the workforce. From a report: Speaking at MIT Technology Review's annual EmTech MIT conference in Cambridge, MA, on Tuesday, Ng said he's visited call centers and spoken to workers, knowing that his teams of software engineers will then write software that will automate aspects of their work. "There are many professions in the crosshairs of AI teams across the world," he said. Ng, who's currently working on a startup called Deeplearning.ai that helps train people on deep-learning technology, has some ideas for helping those in jobs he thinks will be automated, from call-center workers to radiologists, truck drivers, and the like. His suggestion is for an updated version of the New Deal -- the Depression-era economic programs that invested in, among other things, getting unemployed Americans back to work -- that pays displaced workers to learn new job skills.

90 of 160 comments (clear)

  1. What's Old is new again. by Hylandr · · Score: 1, Flamebait

    So far as I have perceived AI is just more advanced if-then-else routines albeit on much faster systems with magnitudes more ram than existed in the old DOS MUD days.

    Humanity has a unique way of freaking itself out over shit it makes.

    --
    ~ People that think they are better than anyone else for any reason are the cause of all the strife in the world.
    1. Re:What's Old is new again. by gweihir · · Score: 1

      While you are correct and this is definitely "weak AI", i.e. the AI without "I" and would better be called "automation", it does really threaten a lot of jobs. As it turns out, most jobs do not need actual intelligence for most of the work done. Fro example, in one Amazon warehouse, you have one human supervising and complementing 5 robots. That means somewhere between 4 and 10 people have lost that job to automation.

      As to the article, that "new deal" is not going to happen. The people to be replaced are not people with a really high level of education and for most of them it is an aptitude problem, i.e. they will never have a high level of education. Hence they will not re-enter a workforce that requires such an education. And even if they could get that education, the jobs are mostly just gone. We do not need many more engineers and scientists.

      Hence this is just another person that really does not understand what is going on: For the first time in history, people are not moving to higher-qualified jobs, because they a) cannot get the qualifications required due to human limitations and b) there are not many higher-qualified jobs being created in the first place. This is a new situation and all the old recipes will just fail.

      --
      Most ACs are not even worth the keystrokes to insult them. Be generically insulted by this and ignored otherwise.
    2. Re:What's Old is new again. by Green+Mountain+Bot · · Score: 1

      "Humanity has a unique way of freaking itself out over shit it makes."

      Humanity also has a unique way of making shit that is worth freaking out over.

  2. Depression? by datavirtue · · Score: 1

    So he foresees his work causing another great depression? What is the value proposition?

    --
    I object to power without constructive purpose. --Spock
    1. Re:Depression? by GameboyRMH · · Score: 1

      I assume he intends to pay people for being smart, otherwise I'm not sure what these people are supposed to do with their new education.

      Maybe become professional criminals? That's one scenario I've imagined for a world of mass-unemployment that could work. A select few have jobs with astronomical pay and the masses live off of excess money stolen from the employed caste, and they arrive at a sort of symbiosis where the tolerated existence of the vast crime economy staves off any kind of catastrophic reckoning event.

      --
      "When information is power, privacy is freedom" - Jah-Wren Ryel
    2. Re:Depression? by Tablizer · · Score: 3, Interesting

      Maybe become professional criminals? That's one scenario I've imagined for a world of mass-unemployment...

      Or worse, start wars. Masses of unemployed young men have directly or indirectly triggered many wars, including WWII and the "Arab Spring".

  3. New Economic System by doconnor · · Score: 2

    Not just a new deal, a new economic system will be require as we approach the point where human labour is no longer something of value.

    1. Re:New Economic System by alvinrod · · Score: 3, Insightful

      Human labor will always be valuable. The problem is that we're reaching a point where a great number of humans will be incapable of doing anything of value, or at least to the extent that they can support themselves. As much as it may sound fine to simply provide everything for such people, and while it may even be financially possible to do so due to increased productivity, most people tend to go a bit squirrelly when they feel they have no purpose in life. Not everyone is cut out to be a sculptor or painter either, so the kind of post-scarcity world that idealists envision where people can spend all of their time on artistic pursuits wouldn't pan out any better either.

      I expect at some point someone is going to go down the Gattaca road and that humanity as a whole will find a way to stay ahead of the curve.

    2. Re:New Economic System by doconnor · · Score: 1

      There is nothing a creative person needs more then an audience.

    3. Re:New Economic System by Maxo-Texas · · Score: 1

      Yes but we need to be in a place where the creative person is willing to do that for the joy of creation for that to work. Right now, companies are pricing select entertainment at higher and higher prices. At some point, a majority of the population won't be able to see first run entertainment. And some may never see certain entertainment.

      --
      She was like chocolate when she drank... semi-sweet at first and then increasingly bitter.
    4. Re:New Economic System by bluefoxlucid · · Score: 1

      Same economic system, really. Nothing's changing; people just imagine that new technology is scary and damaging.

      A new economic program, however, would have promise--not because of new technology, but because it's viable and useful.

    5. Re:New Economic System by GameboyRMH · · Score: 1

      and while it may even be financially possible to do so due to increased productivity, most people tend to go a bit squirrelly when they feel they have no purpose in life.

      Yeah, what will people do if they didn't have to grind away at meaningless jobs in soul-sucking cube farms or miserable retail environments for shitty pay? Take up a hobby that's personally meaningful and fulfilling or some shit?

      --
      "When information is power, privacy is freedom" - Jah-Wren Ryel
    6. Re:New Economic System by GameboyRMH · · Score: 1

      And some may never see certain entertainment.

      It's already happening, see the Wu-Tang Clan's album Once Upon a Time in Shaolin, or Kanye West's movie Cruel Summer.

      (Oh wait, you can't)

      --
      "When information is power, privacy is freedom" - Jah-Wren Ryel
    7. Re:New Economic System by doconnor · · Score: 1

      That place is the post-scarcity world. There are many places where entertainment is cheap, like YouTube and free-to-play games.

    8. Re:New Economic System by alvinrod · · Score: 1

      If West Virginia or a lot of inner cities are any indication, they'll take up a drug habit. Not everyone works in some hellish job that they only do in order to pay the rent, and there are a lot of people who take satisfaction in their job, even if you might consider that type of work beneath yourself. People want their lives to have meaning and a lot of people find that through their work. People aren't wired for a life filled with nothing but leisure.

    9. Re:New Economic System by alvinrod · · Score: 1

      or Kanye West's movie Cruel Summer.

      Wait, we're supposed to feel bad about this?

      All joking aside, there's more entertainment produced today than any person could hope to consume and the best of the old stuff doesn't go away either so the problem always gets worse. In a world of post-scarcity where no one has want of food, shelter, or simple material goods, exclusive access to entertainment is the only way for society to maintain a hierarchical structure.

    10. Re:New Economic System by gweihir · · Score: 1

      Indeed. "Work" as primary mechanism to get the wealth of society to the masses has run its course. There will be jobs left at the upper qualification end and quite a few that cannot easily be automatized, but I would expect that 80...90% of all jobs are going away and this will happen in the next 20 years or so.

      --
      Most ACs are not even worth the keystrokes to insult them. Be generically insulted by this and ignored otherwise.
    11. Re:New Economic System by gweihir · · Score: 1

      Indeed. The real problem is not how to keep people fed and with a bit of spending money on top. That problem is solved, even if a lot of people have their heads in their behinds about it. The real question is what people are going to do with their time to give their lives meaning.

      --
      Most ACs are not even worth the keystrokes to insult them. Be generically insulted by this and ignored otherwise.
    12. Re:New Economic System by gweihir · · Score: 1

      As can also be seen by the incredible number of people doing volunteer work, because they have no financial reason to work. I don't know whether that can scale up to fill this void, but it will certainly be a factor.

      --
      Most ACs are not even worth the keystrokes to insult them. Be generically insulted by this and ignored otherwise.
    13. Re:New Economic System by losfromla · · Score: 1

      They can rebuild engines, cars, bicycles, boats; work out with weights; pursue new, novel ways of getting high; ride bmx bikes, skateboards, skates, surfboards; make/watch youtube videos; go camping for years on end; travel cheaply for years on end; teach others how to do any of the above or other things. There are many, many things we could do, time is what we could gain if we can stop being slaves to the grind and not mashed into poverty by lack of work.

      --
      Only I can judge you.
    14. Re:New Economic System by GameboyRMH · · Score: 2

      Those people are suffering from an acute shortage of resources, quite different from a person on UBI.

      A clear majority of people are working in awful-to-hellish jobs just because they need the money, I wish I lived in the kind of ultra-privileged environment that would lead anyone to think otherwise.

      --
      "When information is power, privacy is freedom" - Jah-Wren Ryel
    15. Re:New Economic System by Altrag · · Score: 1

      I don't think having things to do is a problem, if there's low or no cost to doing things.

      The problem with people right now that go "squirrely," as you put is isn't that they don't have things they want to do -- its almost always a situation where they can't afford to do the things they want to do. Free them from that cost limitation and most people would probably do alright.

      I mean don't get me wrong.. there's a lot of them who would decide that what they want to do is say, "heroine and lots of it!" Some will turn to bloodsports and other (currently) underground activities. And the first generation or so to hit this scenario will likely have trouble coming to grips with it after a life of being trained to work for a pissant wage while their boss goes to Hawaii every 3 months. These things would sort themselves out over time though and humanity would find itself at a new equilibrium.

      And don't forget -- through much of human history, we had fuck all to do. Old-timey farmers (ie: a large portion of the population until the last century or so) only really did heavy work a few weeks a year for planting and harvesting. To the extent that there's been the occasional instance where wars would get paused so that the soldiers could go home and bring in the harvest and things like that -- they had enough free time that they could go out fighting for king and country over the summer and still be have time to maintain their crops for the most part (with I'm sure wife and children picking up the slack for the much lighter summer workload, but still..)

    16. Re:New Economic System by Altrag · · Score: 1

      Probably more than they do now. There's not a whole lot of people who think their jobs give their lives meaning -- its just a way to get money so that they can pursue other things that they hope will be more meaningful.

    17. Re:New Economic System by Altrag · · Score: 1

      We're probably jumping the gun on it a bit given that AI is only starting to take off and there's nothing beyond hype and theory suggesting that it will ever be as big a problem as is claimed.

      But that said, if it does get to that point then we'll be at a whole new era in human history. It would be the first time literally ever where our time and labor isn't worth anything. Compare the plight to that of say, horses when the automobile was introduced. Sure there's still a few niches where horses can outperform cars, but those are few and far between.

    18. Re:New Economic System by gweihir · · Score: 1

      Well, if it turns out to not be a problem, all the better.

      --
      Most ACs are not even worth the keystrokes to insult them. Be generically insulted by this and ignored otherwise.
    19. Re:New Economic System by bluefoxlucid · · Score: 1

      Horses are a tool used by humans. We switched to a new tool.

      Folks who actually work with machine learning pretty much see it as a hammer--or a programming language: it's amazing stuff, even though it's just another tool requiring human direction. American Express hit a wall back in the 80s and so created the Authorizor's Assistant, which reduced their workload by 70% and allowed them to scale massively--and they've improved it over the years to take in more information, make better decisions, and reduce the workload further. All of this is old-hat.

      We go through a surge of AI hype every couple decades; this time, we have a political climate bringing out the Luddites. Folks with a good grasp of economics understand that fast replacement of jobs causes a collapse in employment, while slow replacement doesn't; Luddites think that the next iteration of technology will cause permanent increases in unemployment because certain employment positions will become permanently lost--or at least a smaller proportion of total available positions.

      We're nowhere near foreseeable replacement of all low- and high-skilled human labor. Do note that we could discover the secrets of the universe tomorrow and suddenly have super-light travel at low cost, and begin colonizing other planets in other star systems in the coming months; technology is rather unpredictable until you have a familiar problem--such as improving manufacturing efficiency--and a working piece of (expensive) technology you'd like to render less-expensive. Right now, we don't have anything that would lead to anything more than bigger neural networks and faster algorithms, which is the same situation as having invented the Gang-of-Four design patterns and thus enabled programmers to make enormously-complex programs with minimal labor so as to solve bigger problems and chew through more data on faster CPUs.

      So we're going from hammers to pneumatic nail drivers.

      Your "if" in that statement is precisely that: we have nothing in front of us suggesting the noise is anything more than group hysteria over a fanatical fantasy about wizards on a computer. My stance has frequently been that a general problem-solver will inevitably determine that it is an important component of solving problems, and will begin to behave as a sentient being--essentially an intelligent animal: it reasons out its own self-importance and works from there. That tends to lead to human-like behavior, through the reasoning that it can improve itself and we've seen this before.

    20. Re:New Economic System by Altrag · · Score: 1

      Horses are a tool used by humans. We switched to a new tool.

      Most humans are a tool used by other humans as well. And they will get replaced. Keep in mind that the unemployment rate during the great depression was 25%. We don't need "every" human to be unemployed to run into problems.. not even a majority of them. And a lot of it seems to be focused on things like the service industry which isn't well known for employing people who have a huge array of better options..

    21. Re:New Economic System by bluefoxlucid · · Score: 1

      Most humans are a tool used by other humans as well

      Except those humans earn wages. Horses don't earn wages; we feed them because they need to eat or they die. They have upkeep costs, like oil and electricity for a machine. We don't give them the discretion to buy toys and get a college education to become a race horse instead of a draft horse.

      I'm aware of unemployment rates. Unemployment in the 2008 Great Recession peaked at 10% and we've seen that first-hand. My point is unemployment isn't permanently-raised by technology; it's temporarily-raised. The rate of replacement is what matters.

  4. Basic Income by sinij · · Score: 3

    We need to remove inefficiencies from the system and implement basic income with a requirement of 10h/month volunteer work for persons without dependents.

    Inventing 9-to-5 is highly ineffective, nearly all of this will be wasted labor. We already have plenty of this baked into corporate workforce culture (e.g. HR, recruiters, web marketing). Instead, let people volunteer for causes they care and/or work part time jobs.

    1. Re:Basic Income by Joe_Dragon · · Score: 1

      and when the cost of doing that volunteer work is more or just about the same as the basic income?? We don't want to have a new benefit cliffs to deal with.

    2. Re:Basic Income by Anonymous Coward · · Score: 1

      Universal Basic Income (UBI) allows lazy people to be lazy and useless. That's not something we should condone, much less incentivize.

      Universal Basic Employment (UBE) is a much better idea. If you want to earn money, go work. If you can't find work in the private sector, the government has infrastructure projects to build out, so go get a job from them. The rules are:

      1) Government jobs are guaranteed employment, but on their terms. It's run like the military, but it's civilian service. You aren't the boss. You will never be the boss. You will do as you're told, and your screw-ups will come out of your paycheck if they cost money to fix. But if you work, you get paid. Also, government health care benefits. They won't be fantastic, but they'll be more than zero. And, yes, you have to pay taxes on what you earn from the government. You're still using the other infrastructure and services, so you don't get a free ride.

      2) Government jobs pay a livable wage for the area you call "home". Due to this, you will always work near "home". If you need to change your "home" for any reason, be ready to fill out paperwork until your hands cramp up and fall off. This is to prevent scenarios where "home" is a city with a high cost of living, but residence is in a city with a low cost of living. You won't get NYC wages in Iowa.

      3) No more minimum wage. If your private sector job doesn't pay as much as the government ones do, go get a government job and/or quityerbitchin. You will make more money and literally cannot get fired. Eventually, non-government employers will have to pay at least what the government does. Which is a public pay scale.

      4) There is no mandate that you must work. If you choose to not work, that's fine. But don't expect any food stamps, health care benefits, or welfare checks. If you want to work for a private employer, go ahead. If you want to take some time off and travel, great! If you want to start your own business, that's peachy. Just don't expect government money.

      5) Disabled citizens that qualify now should continue to qualify for that program, and the program itself should remain as-is and open to qualifying disabled persons. There's no "free lunch" anywhere, ever when you physically cannot work, no matter how much you're given. It's mentally and emotionally debilitating to be forced to ask for help to live your life. Some compassion is in order, and the republicunts need to be forced to show some.

    3. Re: Basic Income by Anonymous Coward · · Score: 1

      Instead of 10hrs per month volunteer work, require 3hrs per week of one of: taking a class, teaching a class, or volunteering. Be very lax on the types of classes (history of skateboards, how to create an old fashioned picture album) to help foster creative new ideas and encourage people to do something, anything. But be strict on real world attendance to encourage real-world interaction.

    4. Re: Basic Income by Joe_Dragon · · Score: 1

      also make the class low cost and not at you need to take out a loan level.

    5. Re:Basic Income by philmarcracken · · Score: 2

      >We need to remove inefficiencies from the system and implement basic income with a requirement of 10h/month volunteer work for persons without dependents.

      That requirement makes it almost no different than current welfare systems. It just gets paid to everyone, and adds more administration costs in trying to figure out who has dependents, and if they are doing the proper amount of volunteer work, and who is cheating the requirement etc.

      The level of money controls what people will do, since right now in countries with welfare, people could just stop working and do nothing, but they continue to work because they want more than the basics.

    6. Re:Basic Income by david_thornley · · Score: 1

      Actually, it would reduce welfare administration costs dramatically. A lot of the current welfare system is devoted to making sure nobody gets more than they should. If everybody is supposed to get a certain fixed amount, most of that overhead goes away.

      --
      "When you have eliminated the unacceptable, whatever is left, however improbable, must be the truthiness" - Holmes
  5. Is retraining realistic? by h4ck7h3p14n37 · · Score: 1

    I hear talk about retraining workers and can't help but wonder if it's a realistic solution. The people I know that are really good at things, be it computers or music or martial arts, started doing it when they were young. How is an older, newly trained (inexperienced) worker going to compete with them?

    1. Re:Is retraining realistic? by geekmux · · Score: 1

      I hear talk about retraining workers and can't help but wonder if it's a realistic solution. The people I know that are really good at things, be it computers or music or martial arts, started doing it when they were young. How is an older, newly trained (inexperienced) worker going to compete with them?

      Politically correct answer: Many people in the world have a chosen job or profession based on their natural abilities, which can often limit their capability to be retrained.

      Politically incorrect answer: There are a lot of stupid people out there that can only do simple jobs. The kinds of jobs that automation will replace soon. Retraining is pointless and essentially impossible.

      No, retraining is not realistic.

    2. Re:Is retraining realistic? by apoc.famine · · Score: 1

      In addition, many people are doing things they like. They chose those skills. They had a passion to learn those skills. Retraining will likely be very difficult if you're trying to teach someone to do something they're not passionate about.

      I'm a somewhat odd individual in that I've got a number of skill-sets that are very disparate, a product of an interesting life with 3 degrees in 3 different areas and work in 4-5 vastly different careers to go along with it. But that's not most people. Most people are experts at something.

      When your expertise suddenly becomes worthless, what then? How do you pick up the pieces and try to rebuild a life that revolves around that expertise, and the job benefits that go along with it?

      Imagine if someone makes an AI that can do native language processing that can interpret the fever dreams of sales, customers, and managers, and write code based on them. "I want the app to have a blue background, a pony theme, and the sound effects need to be various frogs, and the background needs to be black, with stripes, and also blue, but the stripes need to be white....." Boom, suddenly a whole bunch of developers are out of a job. When then? How do you retrain? What do you retrain in?

      While that's a pretty crazy example, lesser versions of that are going to be popping up more and more as the years go by. You got a culinary degree and specialized in cake decorating, now a 3D frosting printer can do the job for 1/3 the cost in 1/2 the time. Do you try to stick in the pastry world? Re-train on bread baking? Try being a high-end chef? Or do you bail on your entire training and career and try to retrain on something else?

      And half-way through that retraining, when the machines take over that job, when then?

      --
      Velociraptor = Distiraptor / Timeraptor
    3. Re:Is retraining realistic? by Altrag · · Score: 1

      The bigger question is: Retrain them for what? They lose their job to an AI today so they retrain for a new job.. and by next year that job is being replaced as well. If the path of technology continues as it has historically, AI replacement will likely follow an exponential growth pattern and once it finally starts taking things over, it will quickly start taking other things over until there's nothing left to take and the vast majority of humans are left unemployed.

      The upside is that production and transportation costs of basically everything will trend to zero since machines are close to free after their initial purchase cost, and that itself will also trend to zero. Raw materials of course will always have a cost -- the planet only has so much of everything and the more that gets used, the harder it is to obtain the next little bit. Designing these machines will likely have a cost for the foreseeable future, though its entirely possible that even the task of designing new machines could also be taken over by other machines as well, leaving raw materials as the only significant cost of goods.

    4. Re:Is retraining realistic? by geekmux · · Score: 1

      ...You got a culinary degree and specialized in cake decorating, now a 3D frosting printer can do the job for 1/3 the cost in 1/2 the time. Do you try to stick in the pastry world? Re-train on bread baking? Try being a high-end chef? Or do you bail on your entire training and career and try to retrain on something else?

      And half-way through that retraining, when the machines take over that job, when then?

      This is exactly why we must Solve for Greed.

      The billionaire replacing all employees with robots will realize only after the fact that it was paid employees that drove revenue. Greed blinds the billionaire to only think about short-term profits driven by automation. Greed doesn't give a fuck about long-term impact, even if it results in a bullet hole in their own foot.

      Unless we solve for greed, there are few viable outcomes. We often speak of UBI as an answer, but the quality of life will be horrible due to lack of funding. We can't even force the wealthy to pay fucking taxes. There's no way in hell we're going to legislate the wealthy to fund UBI to be anything more than Welfare 2.0 for the unemployable masses. Billions of people won't work, and will be reliant upon some form of welfare. Millions will die off due to welfare-grade healthcare, which will be designed to execute a population cull and make it look as non-evil as possible.

      We must find a way to fix the wealth inequality and disparity, and eradicate a pointless desire to become a trillioniare. We must show that we are an intelligent race that has value even in the absence of employment. We must not let something as pathetic as Greed destroy us.

      TL; DR - Solve for Greed.

    5. Re:Is retraining realistic? by geekmux · · Score: 1

      Politically incorrect best answer: People can be made into Soylent Green when they outlive their usefullness.

      With all the shit we ingest that's legal to put into our food supply?

      No fucking way in hell would I eat that.

    6. Re:Is retraining realistic? by apoc.famine · · Score: 1

      We must find a way to fix the wealth inequality and disparity, and eradicate a pointless desire to become a trillioniare.

      I don't think that will ever happen. For most of human existence, having more stuff likely correlated with not dying. More food, more spears, more firewood, more family. I suspect that hoarding is baked into our genes at this point.

      Throughout recorded history, the powerful have always amassed more than they needed, at the expense of the weak. Kings, bishops, emperors, generals and dukes alike all amassed fortunes and land. Time and time again the weak suffered increasingly under the system until they rose up and overthrew it. In the age of democracy, we seem to have turned to legislation rather than bloody revolt, but it's still the same old thing we've been doing for thousands of years.

      If we had been able to separate money from democracy, we might have had a bit more of a shot at minimizing greed. But not only haven't we been able to do that, at this point politics seemingly runs solely on money, not votes or popular outcry. Given this, I expect it to continue to get worse rather than better.

      When taxing only estates left to descendants worth more than $5,000,000 is controversial and deemed excessive double taxation by the ruling class, we really don't have a shot at fixing greed. That's a value that should set anyone up for the rest of their life. If I had half that much money, I'd retire tomorrow. "Why should we pay taxes on a gift worth more than what 99% of people will make over the course of their entire lifetime?"

      That's how close we are to solving greed.

      --
      Velociraptor = Distiraptor / Timeraptor
    7. Re:Is retraining realistic? by geekmux · · Score: 1

      We must find a way to fix the wealth inequality and disparity, and eradicate a pointless desire to become a trillioniare.

      I don't think that will ever happen. For most of human existence, having more stuff likely correlated with not dying. More food, more spears, more firewood, more family. I suspect that hoarding is baked into our genes at this point.

      Throughout recorded history, the powerful have always amassed more than they needed, at the expense of the weak. Kings, bishops, emperors, generals and dukes alike all amassed fortunes and land. Time and time again the weak suffered increasingly under the system until they rose up and overthrew it. In the age of democracy, we seem to have turned to legislation rather than bloody revolt, but it's still the same old thing we've been doing for thousands of years.

      If we had been able to separate money from democracy, we might have had a bit more of a shot at minimizing greed. But not only haven't we been able to do that, at this point politics seemingly runs solely on money, not votes or popular outcry. Given this, I expect it to continue to get worse rather than better.

      When taxing only estates left to descendants worth more than $5,000,000 is controversial and deemed excessive double taxation by the ruling class, we really don't have a shot at fixing greed. That's a value that should set anyone up for the rest of their life. If I had half that much money, I'd retire tomorrow. "Why should we pay taxes on a gift worth more than what 99% of people will make over the course of their entire lifetime?"

      That's how close we are to solving greed.

      Over the course of thousands of years, a single human trait has stood the test of time; a propensity to never fucking learn from our mistakes.

      Yes, I agree. We don't stand a chance.

  6. Re: They can plant trees by cayenne8 · · Score: 1, Troll
    New Deal??

    Really? I mean, the first one is haunting us now with sever overreach of Federal Govt. waaaaay above and beyond what the Constitution enumerates as its responsibilities and limited powers....

    Hmm...perhaps we can screw with the Supreme Court again like FDR did back in his day, to allow for more "New Deal" overreach?

    Yep...just what we need.

    --
    Light travels faster than sound. This is why some people appear bright until you hear them speak.........
  7. Solving the wrong problem by sjbe · · Score: 1

    Ng said he's visited call centers and spoken to workers, knowing that his teams of software engineers will then write software that will automate aspects of their work.

    This is a Good Thing. The need to staff a call center is a clear indication of a poorly functioning product or service. It means that some process or product has room to be made better. Call centers are necessary sometimes but really are a waste of human capital. I severely doubt that any near term AI is likely to do away with call centers any more than phone trees have. The better way to do that is to design a product or service that doesn't need the call center in the first place. Using AI to improve call centers pretty much is the most costly way to deal with the issue. Call centers should be a last resort.

    There are many professions in the crosshairs of AI teams across the world," he said. Ng, who's currently working on a startup called Deeplearning.ai that helps train people on deep-learning technology, has some ideas for helping those in jobs he thinks will be automated, from call-center workers to radiologists, truck drivers, and the like.

    Radiologists aren't going anywhere any time soon. Yes they have software to aid in diagnosis but that isn't going to get rid of the job - at most it will simply shift how they do it. There still will need to be a human in the loop for quite some time to come. Furthermore even if AI did supplant them, radiologists are MDs and are well trained to get started in a different specialty should the need arise. They'd have to do a new residency if they want to be a practicing doctor but that is all. Or there are countless other jobs (research, etc) which they are amply qualified for.

    If someone's only skill is driving a vehicle then perhaps that person should consider educating themselves further.

    1. Re:Solving the wrong problem by EndlessNameless · · Score: 1

      Call centers should be a last resort.

      When people won't even read the manual to learn how the product works, call centers are inevitable.

      If someone's only skill is driving a vehicle then perhaps that person should consider educating themselves further.

      There will always be some people whose greatest skills are still within reach of automation. Education is a stopgap measure because there are limits to how highly we can educate most people---individual potential is not limitless. This will only become more common as time goes on.

      What do we do with them? Let them starve?

      Plus, we may need a million more nurses or engineers, but we don't need 10,000,000 or 100,000,000. There is probably some upper limit on the number of educated professionals we need. Sure, we're below that threshold now, but if we start shoving people through BA/MS/Ph.D programs en masse we'll get there eventually.

      --

      ---
      According to the latest ruleset, this post should be modded as Vorpal Flamebait +5.
  8. Metrics by fluffernutter · · Score: 1

    How do you determine whether a person has been displaced by AI? When AI takes away all financial planner jobs and they flood the plumber and electrician trades so much so that the wage goes through the floor, are we going to allow plumbers and electricians this training as well?

    --
    Laws are rules for the court, but merely a bottom bar to hit for life. Think beyond laws in your actions always.
    1. Re:Metrics by bluefoxlucid · · Score: 1

      Basically, people look at the wooden shipping pallet and say, "OH NOES! 95% OF JOBS REPLACED FOREVER!" They fail to understand that the constant replacement of jobs by technology is occurring all around them, and has been, for their entire lives--and for thousands of years.

      What folks don't realize is that plumbing and electrician work won't be free--no cost along the whole supply chain--because a mix of unskilled and skilled labor will be used, in smaller proportion than today. That implies we can hire to have our bathrooms remodeled and our electrical panels upgraded more-frequently, roll out charge ports for our cars, and get rooftop solar, because these things are cheap--yet with more of it, we end up with a similar number of jobs.

      We won't just expand the displaced market, either. We'll spend that money in other markets, increasing jobs there. It's what we've always done. Keynes said we'd be working 15 hours per week long before now, and he was right: today, we work a few hours per week to afford what we bought in 1900. We just kept working the other 35 hours to buy even more stuff.

  9. Re:I am safe. by Anonymous Coward · · Score: 2, Insightful

    I have saved and invested ferociously since entering the workforce, and now that I'm into my 40's I have a 7-figure portfolio and no debt.

    Let's say you were to retire at 65, live a simple but comfortable life of $50K/year, and die at 85. Well, 20 years times $50K/years is a million dollars - your "7-figure portfolio". Congratulations, you just saved enough for your own retirement - provided you don't live past 85. :)

    Thing is though, people in countries like Denmark are also set for their retirement - total peace of mind. But they didn't have to save and invest ferociously to get there.

    Currently, Americans seem to like inequality. They seem to like living in a world where one step off the straight and narrow, or perhaps just an expensive medical condition, will trap them and their descendants in desperate poverty. But that's a choice. Nobody is forcing Americans to vote for Trump and his fellow Republicans (other than the ignorance that comes from watching news media controlled by the ultra-rich).

  10. Productivity is over 200x what it was 120 years ag by Maxo-Texas · · Score: 1

    We should be able to provide everyone the ability to live as well as an 1890s farmer plus some kind of smart phone without them needing to work.

    Basic housing, decent food, and entertainment.

    But a lot of people are going to get wierd and destructive in that kind of environment as long as "rich" people exist and the things they do are displayed as entertainment.

    Already, a lot of entertainment used by rich people is no longer shown or reported on. Areas become private domains for wealthy people and you never hear from or about them again.

    --
    She was like chocolate when she drank... semi-sweet at first and then increasingly bitter.
  11. Nice thought and all, but... by computational+super · · Score: 1

    pays people displaced by technology to study, offering an incentive to learn new skills and reenter the workforce

    While I admire his faith in humanity, this seems like a pipe dream. The job market is flooded with so many educated people right now that there's an implicit ranking:

    1. Graduated from a "top" university with a hard science degree
    2. Gradauted from a less-than-top university with a hard science degree
    3. Graduated from anywhere with any other degree
    4. Didn't graduate from anywhere except high school

    If you're not in the first category, you're fighting for scraps right now without post-AI scarcity. Do you really think adding a fifth category is the solution? There just ain't enough work to go around.

    --
    Proud neuron in the Slashdot hivemind since 2002.
  12. The New New Deal is part of a broader push by rsilvergun · · Score: 1

    that includes Medicare for All, College for All, a $15 minimum wage and end the 7 wars we're fighting (be 'cha didn't know there were 7, and NK would make 8).

    It's what used to be called a 'Party Platform' before money took over politics. There's a group calling themselves the "Justice Democrats" trying to push it through by primarying a bunch of the right wing Dems that got in on Clinton (Bill)'s coat tails. They're hoping they managge to knock Diane "Supports gun control but carries a gun" Feinstein out of office.

    --
    Hi! I make Firefox Plug-ins. Check 'em out @ https://addons.mozilla.org/en-US/firefox/addon/youtube-mp3-podcaster/
  13. Re:Can a horse be retrained into an accountant? by GameboyRMH · · Score: 1

    How is being a human required for any of those? All those jobs could be done by automatons of varying degrees of realism. A medium-sized shellscript would be an improvement over the current US President.

    --
    "When information is power, privacy is freedom" - Jah-Wren Ryel
  14. AI will save us by Kohath · · Score: 1

    We’ve been mired in a long term slow growth economy, and a huge part of the reason why is that productivity grown has slowed. AI is one of the key technologies to get productivity growing again.

    Other productivity tailwinds: Trump's fight against regulation, Uber, Amazon, and eventually self-driving cars. We need these things to overcome demographic headwinds.

    Productivity increases are the key to sustainable economic growth that outpaces population growth. More GPD per capita means people will lead better, more prosperous lives.

    The future looks good.

  15. Re: They can plant trees by alvinrod · · Score: 2

    Why fund the military though? It's just make work that doesn't actually produce anything of value unless you're involved in some conflict. I suppose you could argue that because the military doesn't actually produce anything of value, that it doesn't distort existing markets too much as long as its not reducing valuable labor supply or consuming a large number of resources itself that might have gone elsewhere. I get that it's a lot easier for out of work people who can't find anything else to be army grunts than rocket scientists or something like that and that the military can provide some job training as they need cooks and mechanics.

    However, if you're going to take a huge pile of money to fund the military even more, why not just directly give it to the people without having them do the busy work of marching around, drilling with weapons, etc. that adds little to no value in most cases. The outcome is essentially the same and the people now have some free time to do something with their lives. Some won't take advantage of that and just waste the opportunity, but they probably weren't going to turn their life around in the military either.

  16. Pay me now or pay me later by Anonymous Coward · · Score: 5, Insightful

    There are a lot of things that are "pay me now, or pay me later" issues, that should be addressed:

    1: No jobs or income. A guaranteed minimum income may cost something, but sure costs a lot less than having to deal with a constant insurgency of people with no hope or future, who view the only thing they can do is violence. Add to the fact that there are strong "shit stirrers" like the Nazis and Daesh, and random people who used to be just gangbangers now would have the desperation to do things never even thought of. Even with 100% gun control and none on the streets, one can still amass a death toll with a vehicle. Even with very Draconian laws with people going to prison for small things, eventually the guerrillas will win ("rednecks" in Afghanistan drove the best two war machines in all of human history, the USSR and the US out) unless the US decided to go the genocide route... and that won't happen because the press will show it to the world. So, pay me now with a GMI or New Deal jobs... or pay me later with guns, troops, mercenaries, green zones, and defending against constant incursions... which will destroy any quality of life in the country.

    2: Global warming. Pay me now, or pay me later. Pay me now with moving to clean energy, redoing nuclear energy so it is trustworthy and advancing it from 1950s tech to 2010s Gen IV or thorium reactors, work on thermal depolymerization and CO2 abatement... or pay me later with ecological refugees, wars for arable land (Africa), people who have no hope and again... turn to Daesh because there is nothing left. Not just "those people in Africa". Everyone in the world is threatened by this... and paying for wars is VERY expensive.

    1. Re:Pay me now or pay me later by Joe_Dragon · · Score: 3, Insightful

      1A people just start doing small stuff to go to jail / prison so that the state ends paying for there room and board.

    2. Re:Pay me now or pay me later by Falconnan · · Score: 1

      I've been making this argument for years. The problem is no one thinks it's coming in their lifetime. They don't register the fact that their argument, "People won't have to do these jobs anymore. Yay!" runs directly into the big problem of, "And now how will they make a living?" I know plenty of hard workers struggling to function in this economy already. This is going to become more of an issue as traditionally decently paid jobs get fully automated. There are few things a well-programmed AI won't be able to do.

  17. Re:They can plant trees by k6mfw · · Score: 1

    Sounds reasonable to me but like most people point out, "it's socialism and bad!" (but these same people have no problem spending trillions in the Middle East where are returns have not been that great). A functional society needs roads to allow commerce otherwise just another third world country. Private parties are not going to build roads except only from point A to B that is profitable, everyone else wil have to travel by foot. Probably the non-starter is are the people skilled enough to operate equipment? Or if done manually, can those that haven't done manual labor able to cope? Are there funds for material and tools?

    --
    mfwright@batnet.com
  18. just have student loans bankruptcy and then by Joe_Dragon · · Score: 1

    just have student loans bankruptcy and then the costs will go down.

  19. Won't fly here by Tablizer · · Score: 2, Insightful

    The "red" part of USA would rather have their left nut cut off than allow such "socialism". They'll blame such unemployment on factors such as "too much" regulation or taxes, foreigners, a foreign country, Hollywood elites, Canadian cows or bees, Soros banking conspiracies, Hillary's emails, etc. etc. before they will submit to New Deal 2.

    1. Re:Won't fly here by DNS-and-BIND · · Score: 1

      Blame the foreigners? You mean like how the Dems have been blaming the foreigners since the election? Is this like one of those free speech things where it's OK when Dems do it but not when anyone else does?

      --
      Shutting down free speech with violence isn't fighting fascism. It IS fascism!
    2. Re:Won't fly here by Tablizer · · Score: 1

      You deny the ruskies ran an operation to influence the election?

    3. Re:Won't fly here by DNS-and-BIND · · Score: 1

      The DNC literally rigged a national primary election to get the result they wanted. Hillary Clinton took millions of dollars in foreign donations for her campaign. Hillary's campaign colluded with multiple media outlets, telling which stories to run, when, and getting editorial control. Obama administration was literally wiretapping Trump's campaign manager DURING the election. But we go batshit crazy over $100k of facebook ads? Really?

      So all it took was 3,000 Facebook ads to swing the elections, who would have thought the Russians was this great at propaganda. $100,000 to defeat Hillary Clinton's $1,200,000,000.

      The weekend after Trumpâ(TM)s election, thousands of people attended a left-wing anti-Trump protest in New York City that was secretly organized by Russian operatives, ads released by the House Intelligence Committee revealed. More than 16,000 people RSVPâ(TM)d on Facebook for the protest, which was titled: âoeTrump is NOT my President. March against Trump.â âoeJoin us in the streets! Stop Trump and his bigoted agenda!â a Facebook event for the protest read. The Guardian reported that 10,000 people showed up at the anti-Trump protest. Left-wing filmmaker Michael Moore was among those duped into joining the Russian protest.

      --
      Shutting down free speech with violence isn't fighting fascism. It IS fascism!
    4. Re:Won't fly here by Tablizer · · Score: 1

      Two wrongs don't make a right, even if that were all true. (Dailycaller is highly biased. Skippit.)

  20. Re:I am safe. by alvinrod · · Score: 1

    Thing is though, people in countries like Denmark are also set for their retirement - total peace of mind. But they didn't have to save and invest ferociously to get there.

    Of course they did. It's just that they had no real choice as to whether to do so or not. Do retirement services magically come about freely in Denmark, or do you suppose that its being funded by the massive tax rates that the Danish pay? So what practical difference is there between someone who takes that money that would have otherwise gone to taxes and saves it for retirement and the person who had to pay those higher taxes that would be used to pay for their retirement?

  21. lower the medicare age by Joe_Dragon · · Score: 1

    just lowering the medicare age can help alot / maybe have modified SS system for older people pushed out of the job market.

  22. and add in more OT pay at least the 60+ levels by Joe_Dragon · · Score: 1

    and add in more OT pay at least the 60+ levels

  23. Taxes by Marxist+Hacker+42 · · Score: 1

    But the real question is, is Andrew Ng and the companies working on AI willing to pay a 200% sales tax on AI products to pay for the displacement?

    --
    SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
  24. Re: They can plant trees by Anonymous Coward · · Score: 1

    I am altering the deal. Pray I don't alter it further.

  25. there are other parts of the minimum wage laws by Joe_Dragon · · Score: 1

    there are other parts of the minimum wage laws then just the pay like not being forced to pay for tools / uniforms and other costs to work your low paying job. Or being forced to pay for dine and dash.

  26. Re:Fear, Uncertainty, and Doubt being spread by OrangeTide · · Score: 1

    Factory workers, service clerks, and drivers that don't think and don't sleep and don't talk back and don't try to unionize? Sounds like the current technology level of pseudo-AI has lots of real work applications.

    The whole "AI" moniker is misleading, but hierarchical learning and machine learning is very real and currently available technology. Making a machine that allows one person to replace the jobs of 10 is nothing new to our society, and that is what we face today with the new so-called "AI". We'll be able to train some software to do something, make 10 copies and have 1 person monitor them remotely. In the future you will only have to hire 1 person to manage 3 short order kitchens that staff 3-8 people each. And a diner's kitchen staff is replaced by a business-to-business service (and also a SaaS at the same time, because someone is running the deep learning stack and selling the data sets for training).

    --
    “Common sense is not so common.” — Voltaire
  27. Re: They can plant trees by losfromla · · Score: 1

    Yes. But the USA has gone way the fuck insane out-of-control with its military. We could reduce our military expenditures by 75% across the board and still be way ahead for all future time.

    --
    Only I can judge you.
  28. Sounds like a good plan by ErichTheRed · · Score: 1

    It'll never get off the ground because "OMG socialism" but I think we're going to need something like this. If we're truly ready to say there are no more manual labor assembly line type jobs, the majority of people in the US are suddenly unable to sell their labor. This includes white-collar assembly line jobs as well...think about all the paperwork processing type jobs you may support in IT and wonder why they still exist.

    Not everyone is capable of training for a higher-level job. Consider the assembly line worker who has been doing the exact same job for 25 years. The odds are that they don't have the capability, intelligence or motivation to be full-stack web developers or data scientists or marketing managers.

    The reason I like the New Deal analogy is that we're basically saying that if you can't find work that pays what you want, the government is the employer of last resort and has projects that need doing. It would keep the staunchest opponents of universal basic income at bay because the workers would have to work for their pay, but it would protect the population least able to make the transition to knowledge work...and IMO it would sure beat violent revolution once things get bad enough for enough people. Unemployed, uneducated workers with nothing to do and nothing to lose aren't going to sit around waiting for the upper class to share the wealth; you may see the return of the guillotine within our lifetimes.

    1. Re:Sounds like a good plan by david_thornley · · Score: 1

      The reason I like the New Deal analogy is that we're basically saying that if you can't find work that pays what you want, the government is the employer of last resort and has projects that need doing.

      During the New Deal, the CCC built a lot of things that are still in use today. People went out and did real work and learned useful skills. The reason the government paid for it was that nobody else would fund those or similar projects, not that the projects weren't worth doing. Currently, such employment would be mostly make-work, since we can't efficiently use large numbers of low-skill people, and the skills they learned wouldn't get them a decent living.

      --
      "When you have eliminated the unacceptable, whatever is left, however improbable, must be the truthiness" - Holmes
    2. Re:Sounds like a good plan by liquid_schwartz · · Score: 1

      ...Currently, such employment would be mostly make-work, since we can't efficiently use large numbers of low-skill people, and the skills they learned wouldn't get them a decent living.

      This is one reason why mass illegal immigration should be resisted, not given amnesty. They are by definition low skill people whose limited skills won't get them a decent living. Moreover they make life even harder for the low skill people that we already have here. Many downsides just so that the upper middle class and the rich get low cost gardeners and housekeepers.

    3. Re:Sounds like a good plan by david_thornley · · Score: 1

      I agree with that, but giving illegal immigrants amnesty does improve the situation. What illegal immigration mostly does is create a pool of abusable labor that can be paid peanuts and treated illegally without the laborer having recourse.

      --
      "When you have eliminated the unacceptable, whatever is left, however improbable, must be the truthiness" - Holmes
    4. Re:Sounds like a good plan by liquid_schwartz · · Score: 1

      I agree with that, but giving illegal immigrants amnesty does improve the situation. What illegal immigration mostly does is create a pool of abusable labor that can be paid peanuts and treated illegally without the laborer having recourse.

      Removing the illegals would also get rid of the pool of people vulnerable to abuse. It would also help deter future illegals. Amnesty creates a moral hazard - ie you broke the law and were rewarded. Expect more illegals, not less, if you give amnesty. Thus defeating the goal of removing the pool of people vulnerable to abuse.

  29. Re:I am safe. by losfromla · · Score: 1

    The difference is that everyone is covered. That matters for the stability and general well-being of society. The less desperate people out there, the safer we all are and the better the karma all-around. Yes it will work even in a society that is not homogeneous, provided we see each other as fellow humans on a relatively short stint on the planet.

    --
    Only I can judge you.
  30. AI is a red herring by psmoot · · Score: 1

    I don't see any reason to complicate the issue by bringing AI into it. Jobs get created and destroyed all time time for lots of reasons. For example, lots of companies are eliminating cashier and checker jobs in favor of self-service kiosks/self-checkout/mobile apps. Is that because technology and AI became good enough and cheaper? Because the minimum wage went up? Because customers prefer self-checkout? Because it improves throughput? Who knows? I certainly don't.

    If we want to help re-train people who lose their job, that's all well and good. I don't see any reason to make a special case for people displaced by AI. And I strongly suspect it would be very hard to really determine who was displaced by AI and who wasn't.

  31. Re: They can plant trees by Dorianny · · Score: 1

    The military offers direct benefits to the U.S elite. The security arrangements with Saudi Arabia contain a clause which obligate all sales of oil to be in U.S dollars. It is the reason why oil is denominated in U.S dollars which makes oil cheaper fo the U.S as well as create huge demand for the currency and allows the treasury to sell its bonds at very low rates. Most of these agreements also contain "buy American weapons" clauses which is why the U.S is the worlds top weapons exporter. This is on top of the direct benefits of having a powerful military, like invading Panama to build a canal when they said no to it, the annexation of California from Mexico, the seizing of Puerto Rico, Guam, Cuba and the Philippines from Spain, the opening up of Japan via "gunboat diplomacy" by Commodore Perry, etc, etc.

  32. Re:Fear, Uncertainty, and Doubt being spread by Joe_Dragon · · Score: 1

    a robo kitchen at a fast food may need say 1-2 people on site to cleaning / CS / basic unjamming / basic repair work. With say a roaming techs doing the bigger repair / maintenance work.

    Do you really want your robo mc'd to shut down in the middle of rush due to jam with an not taking orders at this time error?

  33. Re: They can plant trees by Altrag · · Score: 1

    And your preferred plan is what.. let the US wallow in the great depression for another 10? 20? 100 years? How long do you think it would have taken to recover if you leave the people who caused the problems (many of whom actually profited off the suffering of the masses) in charge of running the show?

    Is there too much regulation? In some cases yes, in other cases no (and in a few cases there's probably not enough regulation..) But there's a whole lot of people, especially on the conservative side, who want to blindly just deregulate anything they can get away with and completely ignore (or "conveniently" forget) that most regulations were put in place for a reason. Sometimes the reasons were bad, sometimes the reasons aren't valid anymore.. but often they are and removing such regulations without caution is just playing with fire, and its only a matter of time before the country (and thanks to the US' economic power, sometimes the whole world) will get burned sooner or later.

  34. Take my job.... please! by mad7777 · · Score: 1

    You don't want a job. What you want is income. Why is everybody so confused about this??

    --
    Might makes right irrelevant.
  35. Re: They can plant trees by rally2xs · · Score: 1

    "most regulations were put in place for a reason"

    Fear

  36. Re:I am safe. by Miser · · Score: 1

    Damn I wish I hadn't burnt my last mod point. AC or not I would have modded you up to the moon.

    I was having this discussion with an old boss (that I'm obviously on good terms with) just a few days ago - it almost seems you are "better off" (in quotes) if you don't save like mad, because if you don't have money saved, there's no money to spend on that expensive medical condition, and you'll either get help from the government or just die. I don't know which is worse - dying or having your life savings wiped out, losing your house, etc (and witnessing that) because of some expensive medical condition, and then of course dying anyway.

    The US needs to wake up and straighten out this us vs. them shit. I would gladly pay x% in higher taxes to know that everyone no matter their ability to pay would at least be able to live a comfortable life. That's also a reason assisted suicide should be legal. No way I'm going to let myself linger because of a terminal illness (100% certainty of death within X number of years) of the kind that takes years or decades to kill me. Screw that.

  37. Spend a bit to save a bit by KHKw2k · · Score: 1

    Alas, too many folk refuse to admit that if we don't admit a bit of "socialism" soon, the masses of the unemployable will force a lot of it on us later. And it will more resemble the oppressive regimes of the 20th century than those of today.

  38. Re: They can plant trees by Green+Mountain+Bot · · Score: 1

    "Fear"

    ... Of something terrible happening again.

  39. Re:Left wing academic is left wing by Green+Mountain+Bot · · Score: 1

    So, he's just like a typical slashdotter.

  40. Re:Left wing academic is left wing by RightwingNutjob · · Score: 1

    He believes his own hype more.