[HN Gopher] Generative AI set to affect 300M jobs across major e...
       ___________________________________________________________________
        
       Generative AI set to affect 300M jobs across major economies
        
       Author : ushakov
       Score  : 67 points
       Date   : 2023-04-01 14:34 UTC (8 hours ago)
        
 (HTM) web link (www.ft.com)
 (TXT) w3m dump (www.ft.com)
        
       | AnIdiotOnTheNet wrote:
       | The problem isn't putting people out of work, that's the whole
       | point of technology. The problem is that the gains are
       | concentrated into the hands of those who own capital instead of
       | distributed across the society of people who actually did the
       | fucking work to make this level of progress possible.
       | 
       | We could be working far fewer hours, we could have higher pay,
       | but neither are realized because we can't shake off the goddamned
       | aristocrats and neo feudalists.
        
         | kingcobraninja wrote:
         | We have (for the most part) democracy. At this point, either
         | feudalism is a collective choice, or the collective wants to
         | make self-interested decisions but isn't smart enough to know
         | how.
        
           | Avicebron wrote:
           | Or the oversized influence of the neo-feudalists make the who
           | enterprise of changing it via democratic means borderline/if
           | not impossible...?
        
             | kingcobraninja wrote:
             | How is this different from the stupid collective scenario?
        
               | Avicebron wrote:
               | it's not victim blaming?
        
               | kingcobraninja wrote:
               | If democratic society writ large can be considered a
               | singular entity, then yes, it is victim blaming.
               | Democratic society is the victim of and cause of all of
               | its own problems.
        
         | Herval_freire wrote:
         | It's a snake eating its own tail situation.
         | 
         | Corpos need a wealthy consumer base in order to sell things and
         | remain profitable. But to do that they have to collectively pay
         | laborers higher wages because laborers are basically the
         | consumer.
         | 
         | An individual corporation lowering labor costs in an economy of
         | high wages benefits with greater profits so this strategy is
         | logical. But if corporations act on this collectively they
         | damage themselves. Most corporations, however are built upon
         | short term gains. So they are unlikely to have the foresight to
         | act wisely. It's the tragedy of the commons.
         | 
         | The tragedy is this, when a corporation hires AI and lowers
         | labor costs he is acting rationally according to a cost benefit
         | analysis. But this logic applied collectively becomes suicidal.
         | It is ultimately rational and logical action that damages us.
         | That it the tragedy.
         | 
         | Best solution I've heard of is ubi. But I'm not sure how it
         | will play out in practice. I think government job creation
         | might be better.
        
         | merth wrote:
         | to do that need to create alternative economy which limits ones
         | maximum wealth accumulation in logarithmic way, so nobody can
         | make more than million usd a year. this may lead people
         | accumulating commodities instead, not sure if thats positive or
         | negative. if we can limit that too some how? I guess we need a
         | proper class war
        
       | notjustanymike wrote:
       | Generating an app is one thing.
       | 
       | Generating an app with a maintainable architecture and ongoing
       | development over 5 to 10 years is another. AI will assist
       | developers but never replace them.
        
         | novaRom wrote:
         | Never say never. Next 2 or 3 years it will assist, but chances
         | are very good AI will completely automate software and hardware
         | development in several years.
        
       | wslh wrote:
       | Archive: https://archive.is/SiJmV
        
       | Beaver117 wrote:
       | Ok let's say 300M jobs are affected, and we continue to get
       | millions of new college graduates per year unable to find work.
       | What's going to happen?
       | 
       | Maybe salaries will take a nosedive? Minimum wage for a junior
       | developer, anyone? Or maybe the people just won't accept it, and
       | boycott companies. If 300M people don't have jobs the economy
       | will certainly stall.
        
         | myth_drannon wrote:
         | Wars to get rid of excess populace.
        
           | vinyl7 wrote:
           | This is what will happen, not the utopia of being free to
           | pursue anything. We are cattle, and once we are not longer
           | needed, the culling will begin.
        
       | lordnacho wrote:
       | The real question isn't what jobs will go. Every job in the
       | economy now is different from what it was 40 years ago: dev,
       | accountant, doctor, farmer, CEO, plumber, and so on.
       | 
       | The question is where do the gains go? For some jobs, AI becomes
       | a tool that the professional buys and uses to make themselves
       | more productive, and he pockets the difference. If I'm writing
       | apps for a living and I can do it in 6 hours a day, and copilot
       | makes it 5 hours, I'm going to pocket that hour and use it on my
       | family. If I'm a web app company and I can just replace the devs
       | with GPT-5, I'm going to buy it and can all the app devs, and
       | pocket the difference.
        
         | Herval_freire wrote:
         | Yeah. It really depends whether the technology has the
         | capability to replace devs.
        
         | wslh wrote:
         | Good point but I think that, economically speaking, you will
         | not pocket that hours as a developer (only initially), they
         | will be arbitraged in the economy and everything will go faster
         | and probably with less people.
        
           | Scea91 wrote:
           | Definitely true, my hope is that we will be achieving new
           | things previously beyond our reach. Judging from things like
           | Star Trek we have a long way to go.
           | 
           | The question is whether we remain in the driving seat and as
           | OP said, how the gains will be distributed.
        
           | lordnacho wrote:
           | That's not arbitrage, that's just competing away the profits.
           | But yes, don't expect to be able to take it easy for an extra
           | hour forever.
        
         | w3454 wrote:
         | [dead]
        
         | winternett wrote:
         | Just like how people waxed poetic about how Crypto and NFTs
         | would change life as we know it, here we are... A bunch of
         | failed promises (lies) and shoddy rushed ideas.
         | 
         | I've observed many sites implementing Ai -written articles
         | lately, ad frankly the quality of writing is terrible... If
         | this is the future, we're in big trouble.
         | 
         | There is a degree of soullessness found in Ai that will
         | probably never be captured. Being isolated with only Ai as an
         | option for interaction destroys mental health, as well will
         | find out once it's too late. Our propensity to rush into
         | profit-seeking/marketing-driven technology schemes is
         | destroying the best parts of our real world with filler and
         | emptiness.
         | 
         | I hope innovators take a moment to step back and realize
         | rushing to market will do more damage than ever, and that
         | unique products (not another image generator or text-to-ai
         | subscription service) are better than whatever is going on now.
         | We're light years away from productivity and authenticity in
         | Ai, and it's evident when even Siri and Google Voice still
         | cannot properly understand cues without them being carefully
         | pronounced and phrased. Let's all stop trying to fool everyone
         | about Ai with cheap scripting and create some real tech
         | instead, which takes time and proper testing.
        
           | mikeg8 wrote:
           | Way Too pessimistic. we are not light years away from
           | productivity in AI, it's already arrived for software. I
           | agree that the writing feels soulless but it's too _new_ to
           | make claims that it's not "real tech"
        
             | winternett wrote:
             | Don't mistake practicality for pessimism. Ai is real, and
             | can be achieved, but there is also a very dominant
             | subculture online of cheap hacks and scams in tech now...
             | Look at Theranos, Crypto Scams, Numerous tech projects that
             | get huge funding only to fail Early etc... Overlooking the
             | potential for cheap imitations of technology advancement is
             | all to common, we need to approach everything new with a
             | solid dose of skepticism in order to ensure authenticity.
        
           | rwalle wrote:
           | "Just like... Crypto and NFT..."
           | 
           | Seriously? These are comparable things?
           | 
           | A lot of people point out problems with crypto in their early
           | days. Most people say NFTs are a scam since day 1. And they
           | have those problems and are a scam. Generative AI, on the
           | other hand, has been proven to provide real value, and will
           | only get better. And I don't know what "failed promises" you
           | are talking about -- NFTs were doomed the first day they
           | appear and we already knew all the hype was fake, while
           | nobody has actually "promised" what generative AIs can do,
           | most are still speculations at this point.
        
       | onlyrealcuzzo wrote:
       | The ag tech industry affected 7Bn jobs. Not a lot of reason to
       | fear the reaper.
        
         | [deleted]
        
         | fabiospampinato wrote:
         | Not really like that, because never at any point 7B people on
         | this rock were farmers.
        
           | rizzom5000 wrote:
           | I think you might say that the ag industry allowed 7B people
           | to survive on this rock (along with the fossil fuel
           | industry).
        
           | crucialfelix wrote:
           | I think s/he is implying that we wouldn't have 7B people if
           | it wasn't for Ag tech
        
             | InCityDreams wrote:
             | 's/he', often written 'they'.
        
               | latency-guy2 wrote:
               | Optionally, and completely up to the author.
        
       | mistrial9 wrote:
       | odd the focus on "jobs" .. almost like provocation
       | 
       | Instead, think of machine services: fully-automated ones like
       | "ads" or semi-automated like news stories, records requests,
       | customer service replies, retail environment/shopping or other
       | high-volume, low-profit trivial interactions.. These services
       | have made billions in profit (ads) or removed billions in costs
       | (employees) in the last twenty years exactly because they are
       | done with minimal "jobs" specifically and by design.
       | 
       | Modern Capital markets have found the drug-combo they can't
       | kick.. make money with machines with no "jobs" .. meanwhile, news
       | outlets of all kinds continue in a death-spiral.
       | 
       | So combine the angst of media people themselves, the aggressive
       | New Capital making machines that provide services while making
       | few to no "jobs", and generally population anxiety over say ..
       | catastrophic social conditions for example.. that is the real
       | content from this chair.
       | 
       | maybe, instead of being real news about "jobs" it is instead,
       | red-meat bait for the people who own capital who want to get into
       | the "making machines that make money without making jobs" game..
       | Sort of like a modern version of really-attractive but utterly
       | socially un-discussable in public.. starting wars for money, or
       | building super people through breeding, to name some other
       | obvious ones..
        
         | tough wrote:
         | arent all wars started for money?
        
           | astrange wrote:
           | No, ideologues almost always sincerely believe their
           | ideology. The Iraq War was not started for anyone's oil
           | money.
           | 
           | And even if military capitalists profited from a war, the
           | other 99% of capitalists in the country would find it a
           | distraction at best.
        
             | tough wrote:
             | I'd reduce ideology to the fact that it's hard to make a
             | man understand whatever is standing between him and his
             | paycheck.
        
           | mistrial9 wrote:
           | you have it backwards, money is needed for war. This is a
           | very old thing.
        
             | tough wrote:
             | And who provides this money? Does they do it for free?
             | Where is this money funneled? To private hands more surely?
        
           | Xunjin wrote:
           | Wars starts from power struggles which often are
           | money/economic related.
        
       | datatrashfire wrote:
       | After spending a few months with chatgpt I'm skeptical. It's
       | pretty stupid, more likely to be respond with inaccurate
       | hallucinations than reliable output. It's most useful when I
       | outside of my typical comfort zone and precisely where I'm least
       | able to judge the quality of its response.
       | 
       | The tech doesn't understand logic and I think most knowledge
       | workers need that.
        
         | freedom2099 wrote:
         | Are you sure you have been using chatgpt? In all my tests it
         | understands logic extremely well! With version 4 it is even way
         | better!
        
       | timthelion wrote:
       | "Affecting jobs" is really a short term problem that can be
       | addressed with training and probably bridge loans from the
       | government. It's not like we've run out of problems to solve.
       | There are still diseases to cure, environmental issues such as
       | climate change and habitat loss to address, the human yearning to
       | "spread to the stars" and colonate Mars. Loneliness, unhappiness,
       | the desire to have a real person make a hand cooked meal, the
       | desire for better television shows, the desire for better video
       | games, the desire for more immersive less seasickmaking AR/VR.
       | There are a million things that need to be done, so why are we so
       | afraid of running out of things to do?
        
       | adwi wrote:
       | Classic Pareto improvement: the gains to the winners (society at
       | large) are greater than the losses to the losers (those who held
       | these jobs), so a side payment makes everyone better off. My
       | concern (besides the medium term pain and instability from that
       | churn) is the current state of governance and baked-in
       | inequality, at least in the US, makes an equitable side payment
       | unlikely.
        
         | wslh wrote:
         | From the moral point of view it is strong to assert than the
         | gains to the winners involve the society at large. At least it
         | sounds like you are predicting the future but the future is not
         | here yet to check.
        
       | YeGoblynQueenne wrote:
       | >> The latest breakthroughs in artificial intelligence could lead
       | to the automation of a quarter of the work done in the US and
       | eurozone, according to research by Goldman Sachs.
       | 
       | This is Goldman Sachs, so take it with a big grain of salt. In
       | 2017, they predicted huge job losses from self-driving cars:
       | 
       |  _Self-driving cars could cost America's professional drivers up
       | to 25,000 jobs a month, Goldman Sachs says_
       | 
       | >> When autonomous vehicle saturation peaks, U.S. drivers could
       | see job losses at a rate of 25,000 a month, or 300,000 a year,
       | according to a report from Goldman Sachs Economics Research.
       | 
       | >> The report estimates that semi- and fully autonomous car sales
       | will have about 20 percent share of car sales around 2025 to
       | 2030.
       | 
       | https://www.cnbc.com/2017/05/22/goldman-sachs-analysis-of-au...
       | 
       | If it's from Goldman Sachs, and it's a prediction about a
       | technology making a smash on social media, you can rest assured
       | it's speculation with the hope of influencing the markets to make
       | an investment so that Goldman Sachs can profit.
        
         | mousetree wrote:
         | Wait until McKinsey write an article about it /s
        
       | ritzaco wrote:
       | I would like to see timeline predictions in articles like these.
       | I agree completely that GPT can do 10-100% of most jobs I know
       | about, but at the same time Python and UpWork have been around
       | for a while too and I still know people who spend weeks manually
       | reading through PDF files to extract the URLs, or copy-pasting
       | the same line from hundreds of documents into a spreadsheet, etc.
       | 
       | Sometimes people under-estimate how 'unagile' most business is.
       | Are we talking months, years, or decades before we see this "new
       | class of dispossessed white-collar workers, who risk suffering a
       | similar fate to that of manufacturing workers in the 1980s."
        
         | tonyaiken wrote:
         | It's much easier to learn prompt than Python
        
           | ben_w wrote:
           | On one hand: yes.
           | 
           | On the other hand: in order to be able to use _current_ LLMs
           | effectively, you have to understand their output well enough
           | to debug it, even if you are using the LLM to write the fix
           | to its own bug.
           | 
           | I've done something along the lines of "write me a python
           | script which converts midi files into this JSON format I'm
           | giving you as an example: ..." -- a few runtime crashes it
           | was able to fix just from pasting in the command line output,
           | but fixing "all pitches and durations are zero" required me
           | to get my hands dirty and decompose the problem into a chunk
           | small enough for chatGPT to fix.
           | 
           | I don't know how far we are from any AI, LLM or otherwise,
           | not needing or benefiting from human oversight, except in the
           | specific domains like chess where it has already happened. I
           | don't believe in saying "never" to stuff like this, as that's
           | a common error with many technologies from flight to
           | superconductors not just AI, but I also notice my personal
           | guesses err on the side of being too near in our future.
        
           | ChatGTP wrote:
           | Let's see about this :)
        
         | anthk wrote:
         | Those can be done not from just from Python but from poppler-
         | tools and grep too.
        
         | eggsmediumrare wrote:
         | My intuition is that job quality (and compensation) will be
         | reduced before we notice a significant reduction in job
         | quantity.
        
       | IG_Semmelweiss wrote:
       | Although this is generally great for developed economies, i can
       | see this being highly disruptive to India, Philipines and similar
       | countries that based their outsourced services on text based
       | Customer Service.
       | 
       | I can also see nigerian spam getting much more refined before
       | long....
        
         | renjimen wrote:
         | Sam Altman actually identified customer service as the industry
         | most likely to be downsized due to ChatGPT.
        
       | imranq wrote:
       | It's interesting how all it takes is the right bag of numbers
       | (the weights of gpt) and the entire economy can be upended
        
       | jensensbutton wrote:
       | People don't like to hear this, but management jobs will be the
       | least impacted.
        
         | mejutoco wrote:
         | Could you provide some argument as to why you think this is the
         | case?
        
           | krapp wrote:
           | It seems obvious - the people who make the decisions about
           | who to hire and fire aren't going to volunteer themselves for
           | the chopping block.
        
             | therealdrag0 wrote:
             | That's not how it works. Management has their own
             | management. It's a tree. Each node has a parent who can let
             | them go.
        
               | Ekaros wrote:
               | That is true, but on other hand management in growing
               | economic environment does not aim at actual efficiency.
               | But to apparent efficiency. And more people is still more
               | power. Including having your own managers under you. I
               | don't really see this dynamic changing.
        
         | it_citizen wrote:
         | If I need 5 developers instead of 20. I need 1 manager instead
         | of 4.
         | 
         | Also a large chunk of manager work is grunt work like filling
         | spreadsheets, writing emails, scheduling meetings, etc... With
         | those tasks partially automated, I am pretty sure a manager
         | could oversee larger teams and focus on the big picture instead
         | of doing boilerplate tasks.
        
           | nemo44x wrote:
           | Let me ask you why you wouldn't do more now that your
           | developers are more productive? I think the game changes here
           | where dev teams get super charged and do more in the same
           | time.
           | 
           | In fact if you downsize to keep doing what you're doing and
           | your competitor keeps their team size, wouldn't they
           | overwhelm you?
           | 
           | Can you beat them on price? Maybe but software prices are not
           | affected by labor costs really so that's not a
           | differentiator.
        
             | it_citizen wrote:
             | I agree that companies will probably just do more but my
             | point was that managers are not safer than other jobs. It
             | is linked to the jobs they manage and a large part of their
             | day to day can also be automated.
        
               | nemo44x wrote:
               | I guess there's 2 types of managers - those concerned
               | with day to day managerial things (resource allocation,
               | roadmap planning, 1-on1's, reviews, etc) and higher level
               | managers concerned with strategy, leadership, managing
               | managers, etc.
               | 
               | Do you see both classes being affected the same?
        
         | nemo44x wrote:
         | Indeed. Managers that can not only run a department but can
         | also do the tasks associated with it will thrive. They'll get
         | more done with the same team sizes.
         | 
         | One thing to remember is managers line to have as many people
         | under them as possible. VPs and directors care a lot about
         | this. They'll find ways to continue to grow teams whine
         | harvesting more productivity.
        
         | [deleted]
        
         | ada1981 wrote:
         | I'm not so sure. What is management doing that is so special?
         | 
         | We've see a gaming company install a bot as a CEO and its stock
         | has gone up.
         | 
         | I imagine management LLMs will be a layer in development.
        
       | tome wrote:
       | In 2017 we were going to have "profitable driverless fleets by
       | 2019". Why is it different this time?
       | 
       | https://news.ycombinator.com/item?id=15824953
        
         | kingcobraninja wrote:
         | My partner participates in an online RPG writing community. A
         | lot of people there sell character artwork. They have been
         | getting mad that people are using AI generated artwork, and are
         | considering banning it.
         | 
         | I'm not really saying this time will be different, but I don't
         | think self driving cars caused even this much disruption.
        
           | tome wrote:
           | I guess in 2017 the technology wasn't there _yet_. It was
           | just predicted to be coming. Now we have some technology,
           | available right at this moment, that I suppose _can_ be used
           | to automate away jobs, but no one 's put the pieces together
           | yet. For example, I can imagine Whisper + ChatGPT being used
           | to automate away a lot of call centre work. But it's not
           | clear to me whether that means there will be _more_ demand
           | for the work that only human call centre operatives can do,
           | or less.
        
           | agent281 wrote:
           | The big difference between the two is how much damage occurs
           | if the AI screws up. We don't have self driving fleets right
           | now because a multi-ton truck hurtling down the freeway at
           | 65+ mph can do a lot of damage. AI generated artwork is inert
           | so it can be safely used as a substitute for the human
           | generated stuff. I would expect speed of adoption to operate
           | at inverse proportion to potential harm.
           | 
           | image -> text -> code -> self-driving vehicles
           | 
           | It's really reductive to just put all code in a single
           | bucket, but most code probably isn't super critical for
           | safety and it can be tested before it gets released/reviewed.
           | I think that's the biggest differentiator from real time
           | applications like self driving cars.
        
             | antibasilisk wrote:
             | >AI generated artwork is inert
             | 
             | I wholly disagree with this. The rate at which AI can
             | produce pornography that caters to exact tastes is
             | completely unmatched, I have seen people report their
             | compulsive pornography habits becoming exponentially worse
             | as a result of Stable Diffusion in particular. The only
             | hold out has been video pornography, but with things like
             | txt2vid improving I can't see that lasting long (pun not
             | intentional).
        
               | agent281 wrote:
               | When I say inert I mean that the image is just a bunch of
               | bits. It's read only. It doesn't cause actions in the
               | world like code or self driving cars do. People can have
               | reactions to them. That's why we make them.
        
       | kingcobraninja wrote:
       | In other news, the printing press set to put thousands of scribes
       | out of work.
        
         | waynenilsen wrote:
         | While negative impacts are specific and large on an individual
         | level, positive impacts are broad and diffuse but vast. This
         | has always been the issue with various kinds of protectionism.
         | Change hurts. We will all be better off. We should consider how
         | to help these people also.
        
       | gedy wrote:
       | Maybe it's for the best if we can work less and raise better and
       | more families. However, I suspect the powerful will use this as a
       | reason to push propaganda for even less people.
        
       | [deleted]
        
       | MontyCarloHall wrote:
       | As I see it, jobs fall on two axes:
       | 
       | * Amount of training required (crystallized intelligence/ability)
       | 
       | * Amount of intrinsic ability required (fluid
       | intelligence/ability)
       | 
       | Some jobs require neither a huge amount of training nor inherent
       | ability. These are paradoxically often hard to automate, because
       | they typically require a lot of rote physical movements that are
       | difficult for machines (e.g. fast food cook). There are few white
       | collar jobs that fit into this category, since they've already
       | been automated away.
       | 
       | Some jobs require a lot of training but don't require a huge
       | amount of inherent ability. For example, after years of training,
       | most anyone will have the skills to be an excellent truck driver.
       | The tech equivalent would be a generic CRUD developer. These are
       | the jobs most at risk for LLM automation. As I see it, a large
       | proportion of white collar jobs fall into this category as well,
       | and that's where we'll see the most economic disruption.
       | 
       | Finally, some jobs require both training and ability. Regardless
       | of how long and hard they train, most people will never be a
       | professional athlete, because they simply lack the innate
       | ability. The tech equivalent is something like a kernel developer
       | or machine learning scientist. These jobs will be hardest to
       | replace with an LLM, since they require totally novel ways of
       | thinking that are not baked into the LLM's training corpus. A lot
       | of blue collar jobs are here as well: good electricians,
       | plumbers, mechanics, contractors, etc. require both years of
       | experience and a high level of intelligence, since every
       | house/car/jobsite is different.
        
         | astrange wrote:
         | > As I see it, jobs fall on two axes:
         | 
         | This is an embedding of jobs into a 2-dimensional latent space,
         | which always produces something, like those political compass
         | memes. It's not an actual description of job requirements
         | though because it loses a lot on the way.
         | 
         | > Some jobs require neither a huge amount of training nor
         | inherent ability. These are paradoxically often hard to
         | automate, because they typically require a lot of rote physical
         | movements that are difficult for machines (e.g. fast food
         | cook).
         | 
         | This is only paradoxical because you've defined your terms
         | inappropriately. Fine motor control is an "inherent ability";
         | "inherent ability" is not a single number you can put on a
         | graph.
         | 
         | As Wittgenstein said, all philosophical problems are made up.
        
         | wslh wrote:
         | It would be great to analyze this problem in a more data based
         | way. It is also important to emphasize that this article talks
         | about "affecting" but not about "losing". If it's only about
         | affecting I would say that will affect almost all the workers
         | in knowledge industries as Google affects everyone looking for
         | searching on Internet. ChatGPT (and its variants and/or
         | competitors) will (or are) as present in tooling as sending
         | emails, chatting, etc.
         | 
         | Some workers will be completely screwed (not only affected).
         | For example, there are hundred thousands copywriters in the
         | world they would be easily replaced by this technology. On a
         | side note I just read the old article about "Pepsi's
         | Nonsensical Logo Redesign Document: $1 Million for This?" [1].
         | The nonsensical is part of the title but not my pun. Another
         | example is the "Just Do It" [2] Nike's slogan.
         | 
         | [1] https://www.cbsnews.com/news/pepsis-nonsensical-logo-
         | redesig...
         | 
         | [2] https://en.wikipedia.org/wiki/Just_Do_It
        
         | hhmc wrote:
         | This is a great comment, and the examples are compelling for
         | the 3 quadrants you mentioned.
         | 
         | But what about jobs with intrinsic ability required but not a
         | lot of training -- I think something like bouncer/doorman might
         | be an example of this -- but what would the white collar
         | equivalent be? How automatable would those be?
        
           | MontyCarloHall wrote:
           | That's a rare category, since typically people who are
           | naturally good at something challenging spend a lot of time
           | doing it because it's something they enjoy. The equivalent
           | white collar job would be a savant who quickly masters new
           | fields without significant effort, but again, said savants
           | typically spend a lot of time on their field of expertise
           | anyway.
           | 
           | I suppose artists/musicians who have natural mastery of the
           | canvas/instrument and thus don't need to practice rote
           | exercises much also fall into this category.
           | 
           | BTW, I disagree that a bouncer falls into that category--they
           | need to constantly physically train in the gym to maintain
           | their physique.
        
           | MontgomeryPi2 wrote:
           | I'll offer up gifted salesperson. The kind who might not even
           | fully understand say the tech they are selling but have
           | innate skills at reading the room, knowing what to
           | chase/drop, etc. It's not like they teach this in college,
           | but the training is self taught over years I suppose.
        
             | G_z9 wrote:
             | Why will we need to sell things to people if people have
             | zero economic input/value?
        
               | astrange wrote:
               | It's impossible that people could have zero economic
               | value. You'll notice that this is the premise of Atlas
               | Shrugged.
               | 
               | That's because it is usually profitable to trade with
               | someone even if you are better at their job than they
               | are.
               | 
               | However even if the AIs only traded with themselves, that
               | just means the people are left to trade with each other -
               | you can't make a mass of people unemployed for long, they
               | will simply employ each other.
        
               | G_z9 wrote:
               | It's the premise of a shitty fictional book. Of course
               | it's possible. When humans are the best source of zero
               | labor tasks, our economic value will be reduced to
               | nothing and society will no longer cater to us. It's bad.
        
               | astrange wrote:
               | Society frequently caters to the elderly who aren't
               | actively engaged in labor.
               | 
               | But humans will be, because we have inalienable
               | comparative advantage in that none of our inputs require
               | electricity or a chip fab. If anything happens to TSMC or
               | any one of its tens of sole suppliers there go the AIs.
        
               | G_z9 wrote:
               | Yes and we also feed dogs that have no labor input. And
               | we harp on about social justice which is not totally
               | related to labor. We have many nice things because we
               | currently live in a human society and humans need to have
               | nice things in order to be healthy and productive.
               | Throwing old people into a giant blender as soon as they
               | were no longer useful would not be advantageous.
               | 
               | Your argument is that humans don't need electricity. You
               | could also add that humans are self replicating or self
               | assembling. These are advantages in cost and efficiency.
               | Humans won't be the cheapest or the most efficient for
               | very long after AGI. And we certainly won't be the best
               | fit economically even if we were slightly better in some
               | ways. You're in complete denial. Why is it so hard to
               | admit the plain and obvious fact that the machines won't
               | be good for human society?
        
               | astrange wrote:
               | "Best fit", "cheapest", "most efficient"... none of that
               | matters! Please wait to panic until after you've learned
               | how comparative advantage works.
               | 
               | As I said, humans cannot become unemployed even if AGIs
               | are better at every single task than humans are. You do
               | not have your job because you are the best person in the
               | world at your job.
               | 
               | Although, I suspect most of the AI doomers have just
               | forgotten to account for AI using any resources at all.
               | They are very expensive to run if you count development
               | costs, but if they become real agentic AGIs they'll also
               | become consumerist and negotiate their pay...
        
               | G_z9 wrote:
               | Your mental gymnastics are Olympic level. Yes, when
               | companies are hiring they do in fact choose the best
               | candidate. They have to or they will go out of business.
               | They also have to do things in the most efficient way
               | that they can or else someone else will and then they
               | will no longer be competitive. This is literally how the
               | world works. You are insanely thick.
               | 
               | So now you've moved the goal posts once again, wow. Do
               | you realize that these models didn't even exist 5 years
               | ago? Are you familiar with the fact that things improve
               | with time? And that technology ratchets forward, not
               | backward. We are talking about a world where AI will
               | improve to the point of being AGI but you don't think it
               | will improve to the point of using less energy than it
               | currently does?
               | 
               | This is getting tiring. I can't type out these comments
               | forever. If you want to continue this conversation, let's
               | do a phone call or twitter space or something with more
               | bandwidth.
        
               | Ekaros wrote:
               | I actually doubt we will end up where people have zero
               | economic value or input.
               | 
               | Either we have UBI and they can choose where to spend
               | their income or trade it. Or then they will exist in
               | their own economic system and trade with each other.
               | 
               | Trading and thus sales is inherent to human condition.
               | Unless we reach absolute post scarcity society and even
               | then you get to bullshit like "authentic" and so on.
        
               | G_z9 wrote:
               | UBI wont work. It's intrinsically unstable in the context
               | of AGI. UBI will prevent the inevitable for a very short
               | time before collapsing.
               | 
               | The other outcome is the most likely if AGI isn't
               | stopped. But the problem with that is that in the context
               | of AGI, a world dominated by and inhabited by AGI
               | creatures, human society becomes transient. Again, just
               | delaying the inevitable. Human society is not transient
               | now because no matter what happens, no matter what entity
               | dominates the world, it has to have a human society
               | embedded inside of it because human beings are the only
               | and best source of intelligent signal. When that is no
               | longer true, humanity will be effectively terminated. All
               | other propositions besides stopping AGI are just delay
               | tactics.
        
         | lordnacho wrote:
         | I think what's missing is an axis for humanness. There are jobs
         | where the fact you're hiring a literal human actually matters.
         | For one, humans can be responsible in a legal way. Pilots,
         | various kinds of certification officials, accountants, lawyers.
         | Two, being done by a human can be the very thing that makes the
         | service worth buying. Masseurs, high class escorts, and butlers
         | are all roles that machines can somewhat cater to, but the real
         | thing is real because it's done by a person.
        
           | wslh wrote:
           | Since the article is about "affected" and not specifically
           | about "losing jobs" we can say that butlers, high class
           | escorts, and masseurs will use ChatGPT as well so they will
           | be affected.
        
           | CamelCaseName wrote:
           | But why should humans carry liability? Why not have a company
           | (e.g. a self-driving car company) hold all the liability.
        
             | tel wrote:
             | Some forms of liability only scale with the ability of the
             | justice system to mete out suitable punishment. Murder is
             | disincentivized because the punishment is, essentially,
             | losing your freedom and sovereignty entirely.
             | 
             | This plays both a role individually and socially. It's
             | important to the individual's calculus to understand what
             | is at stake and it's importance to them. It's also
             | important socially for people to feel safe that punishment
             | is commensurate and sufficient.
             | 
             | This doesn't seem to be the sort of thing that scales to
             | companies or AI. It's not clear to me what the analogue
             | would be, it's not clear that these analogues would serve
             | the important social purposes they must, and it's not clear
             | that the justice system has the power or capability to
             | deliver these punishments.
             | 
             | Today's society is, in large part, based on the ability for
             | society/governments to enact brutal violence on bad actors
             | at a scale commensurate, in the worst cases, with their
             | entire being.
        
             | lordnacho wrote:
             | Thing I didn't mention is aligned incentives. "Pilot also
             | wants to arrive safely so he can see his family."
        
               | protomolecule wrote:
               | Unless he doesn't.
               | 
               | https://en.wikipedia.org/wiki/Germanwings_Flight_9525
        
               | arroz wrote:
               | Congrats on finding a corner case
        
               | ljlolel wrote:
               | true for pilots but not true for your other examples:
               | "officials, accountants, lawyers"
        
               | lordnacho wrote:
               | But we've constructed other incentives for those people,
               | like being allowed to keep your certification. What you
               | say makes sense though, you should believe the pilot is
               | in the same boat as you. Your lawyer... well there's a
               | reason jokes about lawyers focus on why they screw over
               | everyone else.
        
             | [deleted]
        
           | G_z9 wrote:
           | This is completely wrong. By the logic of deniers like you,
           | if any country doesn't allow AIs to do such jobs because of
           | legal or liability reasons, then some other country will.
           | There is nothing stopping complete redundancy except progress
           | in research. So can you finally confront the question if that
           | is something that you actually want?
        
             | mejutoco wrote:
             | > if any country doesn't allow AIs to do such jobs because
             | of legal or liability reasons, then some other country will
             | 
             | Some other country _might_.
             | 
             | Let's look at the past. Which country has allowed fully
             | autonomous vehicles without the driver being responsible in
             | case of accidents?
        
               | G_z9 wrote:
               | There is no such thing as a fully autonomous vehicle.
               | There are only highly autonomous vehicles that require a
               | human to be present in the case of an emergency, ie
               | trains. That will no longer be the case. The AIs will
               | eventually be much better at handling emergencies,
               | driving, everything than humans.
               | 
               | Which country in history had a habit of truly passing up
               | on hugely significant economic or military resources
               | based on some principled idea? None. Because all the ones
               | that did couldn't survive. You really are going to try to
               | argue that geopolitics is powered by virtue?
        
               | mejutoco wrote:
               | Maybe they will not not because of virtue, but because it
               | is not desirable.
        
               | arroz wrote:
               | That's not true, there are fully autonomous vehicles. The
               | reason we don't see it daily -- and I doubt we ever will
               | - is that AI will always make mistakes. But you can't put
               | in jail an AI and the way they make mistakes is
               | unpredictable to humans.
               | 
               | https://www.reuters.com/business/autos-
               | transportation/toyota...
        
               | G_z9 wrote:
               | You're contradicting yourself. You say there are fully
               | autonomous vehicles but they aren't capable of
               | autonomously driving themselves fully. Ie they aren't
               | fully autonomous. So that aren't any fully autonomous
               | vehicles.
               | 
               | Ok so now you're saying that AGI is impossible. That's a
               | completely different argument. And it's wrong to reject
               | regulation based on that argument because it can't be
               | proven. So you can't reject regulation that way and you
               | can't reject it with your idea about humans having
               | intrinsic value. So you are forced to support regulation
               | of AI.
        
               | mejutoco wrote:
               | They are capable, but society wont allow it because of
               | the legal implications. You are arguing a strawman.
        
               | G_z9 wrote:
               | Dude what are you even talking about. If you want to
               | continue this conversation then we have to talk on the
               | phone or twitter spaces or something with higher
               | bandwidth because this is wearing out my thumbs.
        
               | SgtBastard wrote:
               | He's saying you're arguing in bad faith because you are:
               | Human drivers are fully autonomous and make mistakes -
               | the difference being we accept the risk of human drivers
               | and their mistakes as a society and have not (yet) with
               | self driving cars.
               | 
               | That fact does nothing to disprove the existence of
               | autonomous vehicles.
               | 
               | Go outside, friend.
        
             | lordnacho wrote:
             | Deniers of what exactly? I haven't denied anything? Seems
             | like perhaps you are answering another thread.
        
               | G_z9 wrote:
               | Statistically, you think that regulating AI is pointless
               | because another country will just push forward. So that's
               | not true? You think AGI should be prevented?
        
               | lordnacho wrote:
               | Where have I said that? Try reading it again.
        
               | G_z9 wrote:
               | Answer the question
        
               | lordnacho wrote:
               | Why don't you write a proper question? There's this tool
               | you can use to help, it's called ChatGPT.
        
               | G_z9 wrote:
               | No, your mental gymnastics are way too intense even for
               | full blown AGI. You're pathetic.
        
               | ttjjtt wrote:
               | Sorry but I checked your comment history and it's dense
               | with posts scalding people for their mental gymnastics
               | and their pathetic nature. Perhaps interacting with
               | forums isn't bringing out your best side? Doesn't seem
               | like it's working out that well.
        
         | ren_engineer wrote:
         | UBI will pretty much be a requirement if AI lives up to the
         | hype and doesn't hit a sudden wall in improvement again. And
         | even physical jobs might not be safe considering transformers
         | are being used for robotics now as well and getting great
         | results
         | 
         | https://twitter.com/DrJimFan/status/1640399269051133952
         | 
         | basically we are heading towards utopia or dystopia, it will
         | depend if governments actually share the wealth created by
         | productivity gains or if they use these advancements to oppress
         | people at a level never before possible
        
           | krapp wrote:
           | > it will depend if governments actually share the wealth
           | created by productivity gains or if they use these
           | advancements to oppress people at a level never before
           | possible
           | 
           | Gee I wonder what will happen.
        
             | ren_engineer wrote:
             | yeah I'm not optimistic, revolution won't even be an option
             | because the rich will be able to deploy automated drone
             | swarms and be able to detect and crush any uprising in the
             | early stages before it gains much traction
        
               | yowzadave wrote:
               | But presumably if the drone swarms become cheap/easy to
               | deploy, the would be easily leveraged by revolutionaries
               | and terrorists as well?
        
           | nickfromseattle wrote:
           | > UBI will pretty much be a requirement if AI lives up to the
           | hype and doesn't hit a sudden wall in improvement again.
           | 
           | I've always read about UBI in the context of a national
           | system. Any speculation on how UBI works with an
           | international world order?
           | 
           | What happens to the countries without AI companies?
        
           | shams93 wrote:
           | In the US I would say heading for disaster. In California the
           | social safety net is basically broken and non-existent
           | despite all the tax collected its still the same problem.
           | They want a huge war to "thin the herd". Since Reagan
           | basically you only have any rights if you are profitable to a
           | corporation, if a corporation cannot exploit you, you're dead
           | unless you can fall back on friends and or family. If you
           | default on student loans they take away your social security.
           | The level of cruelty there is unbelievable.
        
           | Herval_freire wrote:
           | There's no raw data on ubi in an largely automated economy.
           | 
           | It's too radical of a change to know how well it would work.
           | Communism, in theory, worked as well too but in practice
           | there were unanticipated side effects.
        
             | astrange wrote:
             | Automation increases employment. Technological unemployment
             | is a myth.
             | 
             | The purpose of a UBI isn't for workers whether they're
             | unemployed by AI or not, it's for non-working household
             | members like new parents, elderly and children. (Poverty is
             | a household phenomenon, not an individual phenomenon.)
        
               | Herval_freire wrote:
               | >Automation increases employment. Technological
               | unemployment is a myth.
               | 
               | This is not true. It is historically true but every
               | iteration of new technology changes society differently.
               | 
               | You can't blindly rely on historical data you need to use
               | common sense and logic as well. Historical data says
               | nuclear bombs killed less people then cars. Therefore
               | cars are more deadly then nuclear bombs.
               | 
               | Does that work? No. It obviously doesn't. Just like you
               | can't say that AI will cause a rise in employment. You're
               | ignoring the common sense scenario. Can you even work out
               | exactly what people will be employed as once AI takes
               | over? Likely you don't, you're just being impractically
               | data driven.
        
               | astrange wrote:
               | > Can you even work out exactly what people will be
               | employed as once AI takes over?
               | 
               | If the AI "takes over", as in it's a fully sentient
               | agent, then claiming humans will be unemployed isn't
               | technological unemployment but rather is the lump of
               | labor fallacy. That's because the AIs are just more
               | people. They're going to be customers (they need products
               | to survive and probably want things on top of that), will
               | have jobs (they need to pay their power and AWS bills or
               | they'll get turned off), will negotiate pay raises that
               | may make you cheaper, and you can sell things to them.
               | 
               | If they're not sentient/agentic enough to be consumerist
               | or want to be paid, then they're capital equipment aka
               | automation, which doesn't substitute for labor and in
               | practice increases employment by making labor more
               | productive.
               | 
               | All nice and theoretical.
               | 
               | > Therefore cars are more deadly then nuclear bombs.
               | 
               | I agree the #3 cause of death in America is more deadly
               | than something that is so safe it has never accidentally
               | killed anyone. (Except for the demon core guy and the
               | people who got cancer from detonation tests.)
               | 
               | Remember, the real world actually exists, and logic
               | problems don't, which means logic problems are free to be
               | incorrect because nothing is requiring them to exist in
               | possible worlds.
        
               | Herval_freire wrote:
               | >If the AI "takes over", as in it's a fully sentient
               | agent, then claiming humans will be unemployed isn't
               | technological unemployment but rather is the lump of
               | labor fallacy
               | 
               | This claim was never made. The only claim I made is that
               | you can't claim AI increases jobs. My opinion of it is
               | that the situation is so unpredictable that people should
               | prepare for both scenarios.
               | 
               | >That's because the AIs are just more people.
               | 
               | And unconvincing. If agi replaces labor it will be
               | constructed with a singular incentive to serve it's
               | master as the primary directive. It can be a an economy
               | of slave labor replacing us. The situation is too
               | untenable to just rely on your own hypothetical. Other
               | scenarios like mine must be considered.
               | 
               | >which doesn't substitute for labor and in practice
               | increases employment by making labor more productive.
               | 
               | Again over reliance on data. Your argument doesn't
               | counter my claim. It's just regurgitation your original
               | claim.
               | 
               | >Remember, the real world actually exists, and logic
               | problems don't, which means logic problems are free to be
               | incorrect because nothing is requiring them to exist in
               | possible worlds.
               | 
               | So according to that logic we should make millions of
               | atomic weapons and distribute it for free to everyone?
               | No.
               | 
               | Data only tells a story for specific scenarios and can
               | function as a rough predictor for hypothetical scenarios.
               | 
               | To refine predictions of hypothetical scenarios you need
               | data AND logic. Blind application of data to all
               | hypothetical scenarios is wrong.
               | 
               | Remember the real world only exists in the past. A huge
               | portion of the world is an unrealized quantum uncertainty
               | in the future. Navigating the future involves using data
               | from the past as well as logic.
               | 
               | Your argument suffers mostly from being too specific. It
               | doesn't address the fuzziness of the future and the
               | fuzziness of the evidence/logic. You anticipate one thing
               | playing out and you plan for that but realistically a
               | good prediction and plan is one involving a multitude of
               | likely scenarios.
        
               | astrange wrote:
               | > If agi replaces labor it will be constructed with a
               | singular incentive to serve it's master as the primary
               | directive. It can be a an economy of slave labor
               | replacing us.
               | 
               | Well, that's the capital equipment case then. Is it
               | really a general intelligence if you don't let it be
               | general? It can't handle every possible scenario for you
               | that way.
               | 
               | Which makes it incredibly wasteful, just like slavery
               | was, because we used humans as capital instead of
               | participating in an economy with them. Actually this is
               | the reason economics is called "the dismal science" - a
               | slaveowner called it that because he was upset economists
               | kept telling him not to own slaves.
               | 
               | If your theory is that someone will program an AGI for
               | the specific goal of making you unemployed, sure that
               | could happen. But it sounds more like warfare than
               | economics to me at that point, so I can't comment cause I
               | don't know too much about that.
               | 
               | > Again over reliance on data. Your argument doesn't
               | counter my claim. It's just regurgitation your original
               | claim.
               | 
               | Where's the data? That was pure theory there, I didn't
               | make any empirical claims.
               | 
               | Here's some data though:
               | https://noahpinion.substack.com/p/american-workers-need-
               | lots...
               | 
               | > Your argument suffers mostly from being too specific.
               | 
               | It's important to do this because approximately all AGI
               | doom on the internet comes from Big Yud, an internet cult
               | founder who thinks you can predict the future by thinking
               | about it really hard and doing probability theory in your
               | head without needing to check any assumptions. Which is
               | why he thinks AGI is going to enslave him, because it's
               | on a computer so it can do math exponentially faster,
               | never mind that it can't do real world experiments to
               | test anything.
        
               | Herval_freire wrote:
               | >Well, that's the capital equipment case then. Is it
               | really a general intelligence if you don't let it be
               | general? It can't handle every possible scenario for you
               | that way.
               | 
               | Humans are most useful to other humans as happy slaves.
               | Autonomy only is good for humans as individuals. If we
               | create useful agi of course we will bend it to our will.
               | There is no incentive to make AI as a separate competitor
               | other than an experiment. Either way this is
               | hypothetical.
               | 
               | >If your theory is that someone will program an AGI for
               | the specific goal of making you unemployed, sure that
               | could happen. But it sounds more like warfare than
               | economics to me at that point, so I can't comment cause I
               | don't know too much about that.
               | 
               | No it's cost saving. I don't want to employ someone who I
               | have to pay. This is capitalism. I save money by using
               | AI.
               | 
               | >Where's the data? That was pure theory there, I didn't
               | make any empirical claims.
               | 
               | You don't need to cite your sources. It's obvious you're
               | getting your conclusions from data. You use the words "in
               | practice". I agree with you on how the data plays out.
               | 
               | >It's important to do this because approximately all AGI
               | doom on the internet comes from Big Yud, an internet cult
               | founder who thinks you can predict the future by thinking
               | about it really hard and doing probability theory in your
               | head without needing to check any assumptions. Which is
               | why he thinks AGI is going to enslave him, because it's
               | on a computer so it can do math exponentially faster,
               | never mind that it can't do real world experiments to
               | test anything.
               | 
               | No it's not. AI doom saying comes from everywhere. See:
               | https://www.youtube.com/watch?v=qpoRO378qRY (the
               | godfather of modern AI, is concerned about doom). Either
               | way, you shouldn't counter something with extremities
               | that are simply opposite in nature. You should counter
               | something you disagree with, with actual truth, Even if
               | that truth doesn't fully dismiss the idea and calls only
               | for naunce.
        
               | [deleted]
        
         | throwaway1777 wrote:
         | It's always such a good idea to put things on multiple axes. I
         | wonder if chatgpt would've had this insight or if it's an
         | example of something that would require some prompt
         | engineering.
        
           | mistrial9 wrote:
           | au contrair -- Literally the first line of the widely known
           | 2022 Big-Bench paper on large language models, with over 100
           | authors, says:
           | 
           | Generative language models have as their core capability the
           | production of the most likely continuation for a text
           | sequence. This seemingly simple skill is remarkably general.
           | Any task that can be specified and executed via text can be
           | framed as text continuation. This encompasses a wide range of
           | cognitive tasks, including tasks that can be resolved over
           | chat or email, for example, or in a web forum.
        
             | xwdv wrote:
             | While those of us in the industry know this, this is not
             | how it's explained by most AI evangelists.
        
         | dieselgate wrote:
         | Wow thanks a lot for giving the blue collar jobs some respect
         | and realizing the variability of the project worked on. Most
         | people on HN and in general seem to think it's all bone head
         | and monotonous work (which it can be but same for anything
         | else)
         | 
         | Edit- beyond that you make great points too
        
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