Why I'm not worried about AI causing mass unemployment
understandingai.org
understandingai.org
Such apples-and-oranges comparisons are not reassuring.
I keep actively looking for why this concern shouldn't be concerning and coming up empty.
We've seen this a lot of different ways to varying extents. There aren't robots making fast food. But there are demand prediction and just in time scheduling systems that allow fast food businesses to run shifts with fewer employees. Nothing "replaced" those workers, but they don't work there anymore, the service is worse, the remaining workers are overworked and lack consistency in their scheduling.
Examples like this are all over most industries over the last 10-15 years. We'll see more of it and in novel ways. The AI won't replace your job, you just won't have a job anymore because of the AI. Should you care about the difference? Depends on how much stock you own vs how much you need to work, I think.
As white collar professionals we're insulated from a lot of this or at least think we are. It's going to suck shit for most everyone else though.
How tho? Ai is coming precisely for white collar and knowledge jobs.
Matter of time
> people will need to shift to these other jobs that AI can't do
America will not help them do so. Carnage will ensue.
Blue collar jobs are generally safe, especially skilled ones, but lots of entry and mid-level “white collar” work is at risk.
That leaves "just" removing white collar jobs, which is estimated at 43% of US jobs!!
https://www.dpeaflcio.org/factsheets/the-professional-and-te... (It seemingly includes nurses and teachers, which may need to be removed)
E.g. Grocery store cashiers haven't been replaced by humanoid robots, but they have been significantly offset by computers and scales and by making the customer do the manual steps of scanning and bagging via self-checkout.
And why do think that there will be enough of these other jobs for everybody?
The funny thing is that when automation caused a large loss of blue-collar jobs, the answer was "just retrain for white-collar jobs". Now that it looks like there's a real threat to white-collar jobs, the answer is "just retrain for blue-collar jobs?"
Something is very wrong here.
No, they won't unless there's no other option. If AI works out as proponents are dreaming it will, there will be another option.
Also, if there's a large amount of unemployment, how will people spend more money?
That is not how economics works...
Unless they can expand by spending capital instead. Workers are an expensive long term liability. This is why in every industry that has been able to automate at a cost 'around' human labor or less has. You don't harvest wheat with 100 people with scythes, we invest huge amounts in to capital intensive combines that can do the work of a few hundred people. At the same time, some fragile fruits have not been well automated yet, and we use unskilled low paid labor to do work like that.
What you are not doing is answering the question of "What will happen if we can automate a significant fraction of white collar labor"? Blue collar work moved to the service/information industries for higher pay. If that market shrinks, there is not any other high paying skill based market for these people to move into that I know about.
It is highly possible we could see general wage suppression. Plenty of jobs, very rich companies enriched by the control of AI, not plenty of pay. Now just contemplate the economic problems that's going to cause.
In reality, the productivity improvements will reduce overall costs, and either the field gets easier to break into, reducing wages, or incumbents are able to squeeze out other workers and keep more profits for themselves.
There's billions in tech investments flowing into medicine, construction, and hospitality from people hoping to make worker more efficient and aiming to capture a fraction of the wages from those efficiency gains.
There's a very real possibility that jobs get replaced by things like, The Home Depot App, which can diagnose an issue, find order the necessary parts from the store, and walk people through all the steps to fix the problem. Again, it doesn't have to completely eliminate jobs, shift how money flows around the market.
IMHO, the revolution won't be televised. It will be like self-service machines at the grocery, restaurants, hotels, etc. We just slowly get used to using kiosks and apps to do more and more things for ourselves.
There are still some 'editor' positions, however they don't pay very well and I'd imagine they won't be around long either.
People have been predicting speech recognition replacing human secretaries since the 1950s, starting with https://en.wikipedia.org/wiki/Dartmouth_workshop
You don’t have to get rid of all jobs in a field for it to have major impacts.
Try in ChatGPT asking it to translate some passage of relative complexity into idiomatic Thai. Start a new chat. Ask it to translate the Thai, pasted in, into idiomatic English. This was always a way to test how bad exactly Google translate is. It’s essentially flawless with ChatGPT.
I showed my brother in law, who is Thai in Thailand and who works for an English speaking multinational. It’s revolutionized his job. He struggled to be understood, and struggled with Google translate to make something understandable. Now he’s able to conduct his business without friction.
More regular "business" translation will probably be displaced by AI tools.
In general the default should flip from it can't do x to it can do it until ypu tried it and verfied it.
Also, be sure to retest with every new release.
I had some modest experience with this and “thrived” doesn’t line up with how the translators I worked with described it even a decade ago – they loved our project because we valued quality, whereas most of the work they were seeing was rapidly declining wages because Google Translate was good enough to get businesses to decide they didn’t need to pay much for humans.
I’m pretty sure you’re right that this is the death knell for translation as a career unless it’s in combination with some other scholarly skill.
Fully automatic transcription by AI is a very, very hard problem, based on my experience of many of the jobs I got*. The automatic transcription makes the work 10X easier now though by applying a first pass that gets you 90% of the way and then humans like me come in and fix it all up.
* One hard example was a motorcross race commentary where it was necessary to know which riders the commentators were referring to based on their amusing and sarcastic comments, the nicknames of the riders, and deal with the fact the audio was 99% revving engines.
I'm not sure that's true. When the industrial revolution displaced factory workers making stuff by hand, they were a new middle class that had moved off subsistence farms to work in the city.
This is not true in the US. In the past, it was lower and middle class jobs that disappeared. Now the threat is to lower, middle, and upper-class jobs.
The VP of Widgets is going to push an AI Initiative that will save money and increase revenue for the company, and as a result, they will get a nice bonus and a promotion of the Chief Widget Officer. Then maybe segue that into a "consultancy" where they overcharge other companies to advise them to do the same.
Look at huge tech companies, how did FB become a 75k employee company that runs a social media site with ads on it?
I do fear for people who are a one to one replacement in low margin industries like fast food.
ie one software with unlimited scope that's constantly reiterating new versions of itself, self improving in near real time.
The software company that creates this will be the last software company, and probably the last unicorn so to speak.
That's why there's an arms race now, because whoever gets AGI first could be good or bad and everybody thinks they can do it better and safer, but let's fire our ethics team because they slow us down...
The team who's first will reach such growth, nobody will ever be able to catch them.
Disclaimer: I'm working on my own ai platform too
1) I began in tech in the mid 90s as a software engineer on a small team building a rudimentary ecommerce type app, written in C, compiled as an apache module, without a database. Now, multiple generations of programming tech later, look at the frameworks and higher level languages, tools and IaC, and you have amazingly complex and powerful systems being built by the same number of engineers in a fraction of the effort.
2) I, now as an engineering leader, can crank out a marketing blog if I put my mind and interest to it. But, I can write an outline and ask ChatGPT to finish it and it's decent. I can ask it to re-write my customer facing docs in a different style. I can do all sorts of amazing transformations of content, extract key snippets for headlines, write summaries, expand ideas, and I focus on the important knowledge work.
I think that this type of AI will cause those with experience that can leverage the tech to become even more entrenched as they can leverage experience and wield their influence via these tools creating much more widely felt impacts. Whether it be in marketing, sales, support, documentation, etc, the few will be able to accomplish much more with much less. Small teams with better tools will _always_ be more productive than larger teams.
2) I worked for a large private equity company on contract for a bit. The team I worked on was doing analysis about what the likely impact of AI, robotics, and automation on true unemployment in the US was likely to be as of 2030. Largely due to the impact on food service, retail, agriculture, customer support, and entry level corporate jobs the conclusion was that we'll see true unemployment in the 40% range at that time.
Perhaps the government reclassifies full-time employment to mean 24 hours/week. Now everyone can stay employed full-time, but the same number of human hours of work are getting done.
In any event, I don't think this will happen by 2030, but by 2040, absolutely.
So the OP is probably using "unemployment rate" incorrectly. But if they are in fact using the International Labor Organization's definition, then this is probably a self-correcting problem. Society will collapse and those working on the research an implementation of AI and robotics will find themselves on the streets begging for scraps (or getting hacked up by machete-welding gangs), instead of working on building robots to displace workers long before they achieve success.
Don't underestimate what a strong leader can achieve with an army of starving people willing to do practically anything to feed their families.
When I allow myself to think about what sort of world this technology will bring, this is generally how it ends.
I can build for you an analysis that forecasts <1% unemployment due to the huge growth of new companies that will need sales reps.
I mean, it's kind of a laughable example. Because we don't have humanoid robots today that can do anything meaningful in society, at any kind of meaningful scale. Without that, we are a far cry from having humanoid robots that can literally do everything.
There's about 0% chance we hit 40% without that happening. So it would make no sense to not account for it. Meaning that 40% is after changes?
In any case, I bet lots of people would take less pay in exchange for almost twice as much time to spend with their friends and loved ones.
Only those who are paid well. For the majority of people in the US, this isn't true. Halving their income is an existential crisis.
If you chop incomes in half, for example, Europe's various aging welfare states would quickly implode due to lack of tax revenue. Every advanced welfare state is built on tax revenue continuing to pour in. Many of the affluent nations in Europe are already struggling with demographics v tax revenue v welfare state needs, a rapid drop in income and it'd all go down quickly.
In HN speak, "It's difficult to see why one would assume we're on an AI S-curve, given the rapid development and global focus on generative AI. It appears we're on an exponential curve, though it remains to be seen how this will unfold. The burden of proof lies with you to support your assertion and provide evidence for an S-curve rather than an exponential one."
The burden of proof lies on the person making the extraordinary claim that returns to this particular technology breakthrough will accelerate infinitely, not the person doubting that. Suffice to say I've heard more persuasive arguments in favour of this time it's different than "software has already eaten the world"...
I'm sorry, this is in response to the concept of us being able to make machines that can act physically like humans right? That would rather suggest that they could take on the manual robotics tasks of constructing large numbers of robots.
Manufacturing processes can already be significantly automated, and we are talking here about quite possibly the most valuable thing to have ever been created - the economic machine should be focusing an absurd amount of capital to get them out as quickly as possible.
Right now most of us are "sub-computer" when it comes to doing math or remembering millions or billions of bits of data, but still "super-computer" when it comes to "physical goods and services like homes, cars, restaurant meals, and haircuts".
As computers (and robots) improve exponentially most of those areas where humans are commonly "super-computer" will contract, maybe all of them. Robots already build cars and cook hamburgers. If homes were built by robots we could make so many so cheaply that homelessness would disappear (except for a few people who like to be nomads.) As for haircuts, there are some hair artists for whom hair care and styling is an art. Other than that it's typically a marginal job that one does when you can't get a better job. I don't mean to disrespect haircutters! That's not where I'm coming from.
Any job that can be done by machine should be done by machine. Humans should not have to "earn" a living in a world that contains transistors, magnets (for motors), and the Turing machine. We are done. We win. Now it's time to relax and lick our wounds and heal each other and ourselves.
"Let the robots do the work and we'll take their pay."
AI should cause mass unemployment and that should be a good thing!
But there's a wide gulf between "should" and "would".
In order for that utopia to happen, we need to have an economic system that is 100% different from the one we have now, and there is no path to that level of transformation that doesn't require a period of large-scale human suffering. And large-scale human suffering means societal collapse that could very well derail any movement toward a different economic system.
In the system we actually have, mass unemployment means a mass of people who have little to no income, and without income, they can't get the things they need to live.
Eh? I question that assumption.
FWIW I'm working towards just such an economic shift right now. I just acquired some land for regenerative ag and a "living neighborhood"[1]
Something like a cross between Village Homes[2] and Riverbed Ranch[3].
It's meant to be a nucleus or catalyst for us to jump-start a Star Trek-style future without waiting for anybody else. (If it works they can always join later, after we get more land...)
[1] https://www.livingneighborhoods.org/ht-0/bln-exp.htm
Nick Bostrom Says AI Chatbots May Have Some Degree of Sentience: More and more people are saying this.
https://futurism.com/the-byte/nick-bostrom-ai-chatbot-sentie...
The LLM itself can’t create agency, goals, reliably win at poker, navigate, manage control systems, etc. But it can very well “glue” these traditional AI systems in a novel way that’s never been possible to date.
Btw, I tried this as an experiment (with me being the traditional agents). By not delegating the parts that require agency, reasoning, calculation, or optimization to the LLM, I was more than able to prove to myself this approach is entirely feasible. With finetuning I was able to get it to output popular encodings as well so the input and output was properly structured.
If it’s that easier to do some things now. How will your company resist being destroyed by competition ? Everyone can do it so easily. Maybe those companies won’t have meaning anymore. So it’s not only jobs but entire industries and services that will disappear
So, maybe AI will/won't have big effects on employment? It's plausible either way, depending on how big you're thinking.
The income security of 2000's software engineering, 1990's trucking, and 1940's farmers will evaporate eventually.
Long term, the only people with large amounts of power and money will be a handful of *illionaire owners and their hangers-on in government and media. The vast majority of humans will be poor, dying, starving climate refugees continually looking for their next meal. It will be a regression.
Which is not to say AI is going away, rather, every Silicon Valley tech company that is chasing this holy grail of miraculous untapped revenue are going to burn whatever cash/stock price they have left in the process...
(Dropbox and Meta feel particluarly at risk.)
They are exactly the type of company that I hope to god never tries to innovate very much. They provide exactly the type of service many of us need- 100% reliable file syncing.
I don't need them to do anything else and I don't want them to do anything else. So I'm not really sure what AI has to do with them..
https://jobs.dropbox.com/listing/4994763
"You will be the first Product Manager hire in the AI Center of Excellence, a company wide team mandated with driving AI centric product development across Dropbox."
The desire by humans to be social online isn't going anywhere. Rapidly advancing AI isn't going to make people stop wanting to connect with other people they know via social networking.