When Will AI Take Your Job?
unchartedterritories.tomaspueyo.com
unchartedterritories.tomaspueyo.com
Most of us in software are automating other people's jobs: we learn and understand requirements and build things that make other people more productive or erase their jobs entirely. The rate of automation is right now limited in large part by the availability and cost of software engineers. If AGI can reduce that cost to ~0, then a massive percentage of the economy would be wiped out in a matter of months. What is any individual software developer supposed to do to prepare for that scenario?
Ideally, we move to UBI and, as you say, everyone lives like an aristocrat. But we don't get there by trying to hedge against AI taking over our individual jobs.
Of course the ideal outcome is the Star Trek post-scarcity utopia. But humans are not currently incentivized in a way that I can see leading to that outcome in our lifetimes.
Sounds like OP is worried that they aren’t going to be able to afford a roof over their head. No government seems to be ready to roll out a plan to deal with huge swathes of the populous suddenly being out of a job because their employer wants bigger profits.
Innovation doesn't always trickle down. Sometimes it works in reverse to exploit the poor and the ignorant.
Workers merely made tools to make their own work processes more efficient which was taken by many corporations and applied across the workforce without the payment of proportional savings to the people who invented it.
The mass adoption of technology funds the future research process thus the profit is diverted from the masses directly to benefit and maintain competitive advantage.
The time saved due to technology never did reduce working hours or increase leisure time of the workforce.
Thus more benefits go up rather than come down.
The benefits of ownership, however, do not.
Note: I don't think this will happen. I think rich people now would rather let people starve so they could save the price of the 15-Second Ad Burger.
We have incentivized sociopaths to run things in the name of efficiency. We will either realize this is a false goal, remove all those people from power and influence, and live in a post scarcity society... Or we will all suffer the consequences.
If the food has a meaningful cost, or the adverts has meaningful revenue, then there is meaningful labour to earn money to pay — directly or indirectly — for the food and/or advertising.
The bottleneck to wealth creation wouldnt be nothing it would be access to natural resources, which is and always has been mediated, ultimately, through violence. Land ownership is mediated by states until they lose their monopoly on violence.
Already the % of wealth that is earned through labor has dropped to record lows. The productivity gains gets swallowed by things like rent, because land has been bottlenecked through excess hoarding.
What happens when labor is commoditized to death and the only value comes from natural resources? Fighting. LOTS of fighting.
Nothing is undesirable about the future you laid out in your comment, except for the fact that it will never ever happen the way you describe (be nice if it did, but I'm not holding my breath). You could have made similar claims about the computer or the internet back in the day, but what we've seen from those technologies is ever increasing concentration of wealth in a few hands, which is what technology does, it centralizes by default. And most human attempts to redistribute wealth on a large scale have been more disastrous than the inequality they were trying to solve.
If you can make the "and" happen, please do.
It's not absolutely certain, and there's more than one possible bad ending if it fails to happen.
Do what happened to countless of people in past that gets "automated" away or otherwise encounter shifting times in life, become unemployed until you find a different way of surviving.
The industrial revolution changed the life of a lot of people, making vast amount of people unemployed over the course of some decades. It's not hard to imagine that future changes will happen much faster, as everything happens much faster in modern times. So once it starts shifting, the effects will probably be greater.
But, where there is a will there is a way, and surely software developers would discover this as well if they ever find themselves unemployed because of a shift in the world.
When I first moved to the city in which I live there were NO homeless. That was in 1980. Since then the working class economy here crashed and the professionals took over. Now we step over bodies in the streets.
I think it is likely that the AI wave will be this, but worse.
BTW my last job was at an AI company as a high level tech contributor.
Now if you get AI + Robots (with dense energy) to work together, yeah we’re all in trouble.
That pretty much means the end of everything for ordinary people and the beginning of the "Lord of light". That also means that humans probably won't be able to go through the great filter -- yes I believe it is not a scientific filter, but a social one.
i keep hearing this argument, but is this actually true historically when machines took over a lot of jobs (like, farming)?
I should be forced to pay to keep all the arithmetic workers employed, even though we now have calculators that make them obsolete.
Why should arbitrary people be kept afloat in exchange for doing nothing?
Your kid is hungry and your savings account is running low. What do you do?
* Busy people are peaceful people. Idle hands are the devil's playthings.
* Those "arbitrary people" are our neighbors, and prone bodies draped across the sidewalks are bad for property values.
* Allowing domestic industries and expertise to vanish too quickly can have unintended consequences. Try buying a new set of subway cars in the US today...
That being said, nobody suggested forcing employers to keep redundant positions open. There are plenty of other ways to help keep people productive and engaged in a shifting industrial landscape, which could be funded through various kinds of taxes on the use of AI.
The same people were still unemployed and on the fringe of society. They just used to be rounded up and put in mental institutions.
The labor statistics are pretty clear that the 80s weren’t a better time for employment.
Visible homelessness you are referring to is generally a drug policy issue more than anything.
Drug and/or alcohol abuse (not use) is often a symptom of an underlying condition, typically associated with despair. It's escapism.
Despair: the complete loss or absence of hope.
I think a lot of people suffer from despair in the US today. I remember in the 1980s, farmers were killing themselves at quite a high rate because of automation and consolidation (big agg) and them losing their family's farms. I think that same thing has caught up with the rest of the population in the last 40 years.
https://en.wikipedia.org/wiki/Farmers%27_suicides_in_the_Uni...
The statistics are pretty clear that the 80s were a MUCH better time to rent.
Drug usage is mostly caused BY homelessness. There is a strong economic incentive in play explaining why you believe the opposite.
We're told that homelessness is caused by drugs rather than endlessly rising rents because a lot of very rich people are making ungodly sums of money from endlessly rising rents and theyd like to continue. For that they need ownership of media and a good scapegoat - both of which many of them have.
Not too many magazines owned by homeless people rather than property developers but if there were theyd tell the opposite story.
Theres no way somebody on a low wage is going to be able to afford rent anywhere near Embarcadero. The land-parasites have the market locked up.
However this won't be the case. The AI might improve and improve. And companies might change processes to revolve around the AI. Just like how companies change their processes to cater to ERP systems, they might change them to cater to AI systems. AI won't have to talk to 10 teams and play politics for prioritisation.
We can change that though!
And if something that performs better than current LLMs comes around, all those engineers will shift over to whatever field develops them.
In the early days of widespread internet connectivity (dial-up) it generally went two ways:
1) You lived in a big city and AOL/Compuserve/Prodigy/etc was a local call. Practically everyone had it.
2) You lived "somewhere else" and some random guy you could pay had a T1 and a bunch of modems in a garage (this was me).
Eventually it became worth it and technology advanced enough (with demand) for cable cos to deploy cable modems. At first only in dense metro areas, then slowly out to more rural areas.
Point is - there's a TON of opportunity for "guy with a T1 and modems in a garage" in this space. There is a huge market of ignored and underserved businesses/customers/applications/integrations/etc that (like AOL/Cable Cos) the big AI guys don't care about (yet).
I saw a recent quote for a very basic, static website that was greater than $10k. This would be about a day of work to put together in squarespace.
AI is not going to take away jobs, it's just going to make the people already doing them more efficient.
In the same sort of way that wordprocessing just made typists more efficient.
https://www.vox.com/2017/5/8/15584268/eric-schmidt-alphabet-...
> “because of industry consolidation and technological change,”
Are they? That piece is from 2017, yet we still see bank tellers everywhere.
It seems the increased efficiency of ATMs caused some reduction in the count of teller jobs - but their number has again stabilized.
ATMs meanwhile seem pretty much maxed out with their current feature set.
Already reduced numbers, and a prediction of a 12% drop over the next 10 years, versus an average 5% gain for other jobs. As mentioned in other replies, not just ATMs, but cashless self-service of all types.
That's where I see the difference in AI as well. A specialist is probably faster using their own tooling rather than muddling through an AI interaction. But the AI gives non specialists the ability to muddle through tasks they can't do on their own, or don't have specialized knowledge for.
The web designers don't hear from many of these previous prospects who now go straight to Squarespace.
When people come to me for a Shopify site, it's usually because they've done all but the hardest 10%. Then they want to pay me a tiny amount to do the most unpredictable and difficult 10%. Usually something custom/difficult within the parts of the platform that are locked down.
I've seen budgets from local brand-name companies go from $20k for a build to $2k.
Often, the people charging $10k for a Squarespace site are justifying the majority of that with related services (copywriting, photography, content, marketing, etc). Many surviving web companies needed to become agencies. Shopify has some automated marketing options now. Copywriting is increasingly done with ChatGPT/similar.
Don't get me wrong - this is all very liberating for the client side and a boon for platforms like Squarespace and Shopify, but don't underestimate the upheaval for web designers.
In the near-term I think we'll see it as an efficiency gain for developers, but longer term we will be able to just make applications on the fly.
I don't know the writer of this blog post, but I'm willing to bet he has posts about how crypto will replace the financial system.
> I believe Bitcoin will replace gold, cryptocurrencies will replace fiat currencies, and smart contracts will upend how we deal with each other.
https://www.google.com/search?q=site%3Aunchartedterritories....
The more useless work ai is able to do, the more useless work will be asked of it. The ai doesn't have opinions about what it should be doing, so without people to push it into doing the right thing, it's going to be answering a lot of emails
If n employees can earn m money, sure, one form of institutional greed might assume that 2n employees will earn 2m money, and 100n 100m. But if that fails (and chances are it will, because everything has a sweet spot beyond which lies the land of diminishing returns), it's hardly surprising that the next form of greed that will be attempted is discovering how much of m will remain with n/2.
To escape from that fate I'm going to drill deeper into k8s, docker and Linux system programming. I know a better route is to launch a career that translates requirements from business stakeholders and develop an AI-friendly architecture so that our AI lords can conveniently code functions, scripts and programs without much interference. But throughout my career life I have tried my best to avoid that road (because I'm not interested in business), so I have to pick the second best way -- serve our AI lords by maintaining infrastructure for them, just like rhino birds serving rhinos I shall serve our AI lords faithfully in eternity, even after death when my coding skills can be consumed by them.
"AI, spin up a K8 with these properties like you have for 100,000 others..."
I'm not sure what else can I do though. Looks like AI is indeed going to be very good at everything I love to do, mostly very technical stuffs. I just fed ChatGPT with a bunch of DOS viruses and it did a good analysis. It might take me quite a few months of full time study to reach that level.
Do I have to be an entrepreneur? Sigh. I have spent my whole tech life to be away from that road...
I’ve never seen any one company be successful at streamlining their projects.
I am worried about AI but I doubt this will be happen as you’re saying it.
Code is reviewed by one more person anyways right now in most continues. So it continues same way.
> who troubleshoot when prod is down
A human engineer for now. The amount of time when prod is down should be low enough for this to not be a huge factor.
> what about regulations
the AI will do a better job of memorizing and understanding those
> which legislator bans use of AI unless there are human engineers?
what does this even mean. Is it ok to have one AI and 5 engineers where previously 50 were needed? Since nobody is going to have a company with 0 human engineers and only AI.
> I am worried about AI but I doubt this will be happen as you’re saying it.
I also doubt it happens exactly as I am saying it, but I think the possibilities are non zero.
Also, and maybe this is selfish, I suspect fewer people are going to see tech as a good career option in the very long term (10+ years). The experience I have now puts me ahead right now, but if there are fewer devs entering the industry in a decade it'll keep me in work for a long time. I'm think (hope!) I'm going to be OK.
If I was a junior right now, or a student, I would see AI as a much greater threat.
Yeah, but which one will be cheaper?
That's what people said about chess ai.
This is not exactly what you asked, but it shows that high-level players are using AI to play better chess.
https://en.m.wikipedia.org/wiki/Advanced_chess
As I understand it, chess ai just does better without dumb humans to overrule it these days.
Now AI models are getting both more general, and deepening their comprehension, at the same time. Rapidly.
If there are highly talented humans in your field today who would find your extra help more of a distraction than a help, then it’s likely more advanced models will to.
Not being critical. This applies to me too. All of us!
A "graduate + AI" might be nearly as effective as "you + AI", while being significantly more... cost-efficient.
The feedback loop would be fast, because the AI is almost instantly able to produce an observable outcome/product, even if it's wrong. Then the owner tests it out, or ask the AI to test it etc, and whenever the owner finds any deficiency, they can easily ask for a change.
Yeah that's me. I'm hoping that if I keep up to speed as much as possible I'm employable for the next 20-30 years until (early) retirement.
I started transitioning away from programming before that (for unrelated reasons) but I'm starting to think that it was a good call. If I am to become the COBOL guy of the future I'd consider that a win.
We'll see I guess.
I really do feel that I have like 5 years left of my currently high income before I am making what my plumber friend makes. I'm OK with that, as I'll be out of the early child rearing years, but also, phew, it's scary!
The person pumping gas? Cutting hair? Janitors? Nurses? They, for now, seem to be immune.
As a side note, anecdotally, productive gains have a ceiling. Sure Copilot and ChatGPT free me up to focus on the heavy lifting. But my brain can't run that relentlessly all day. It seems to need to catch its breath.
Labour intensive services dealing with unpredictable environments or interfaces will be here for a while yet - cleaning, nursing and aged care, etc.
Meanwhile, I've seen people at gas stations pumping my gas for me in plenty of countries, especially in South America. Some places in South Europe do it too during rush hour and at really busy gas stations in metropolitan areas.
But we are merely starting out. I actually started looking into building excel plugin ( first time ever too so, who knows how that will pan out ) for my use case ( categorizing some unstructured data into structured data, which is what GPT seems to excel at ).
And the one thing that was initially protecting me is that some companies, rightfully, identified ingestion of prompt data as a massive privacy issue. Now OpenAI supposedly said data ingestion from prompts and provided files will be opt in only, which may mollify some of those companies.
OTOH, some things can't possibly be replaced by AI ( last week we just dealt with a vendor requirements translation and, uhh, good luck with all that GPT ).
Maybe yes. But I wonder. Take that example with disappearing local football leagues: what is impact for local communities? When everything is "centralized" to very best providers... Is best always best?
Youth (American) Football is dying because the data on CTE and other debilitating injuries is clear and parents are less enthusiastic/willing to allow their kids to damage their brains.
Likewise there are decision makers in civilian life. They decide all sorts of things, sometimes relying on people to implement their decisions, sometimes machines. Sometimes they use a machine to replace a lower level decision maker. But there's always a boss.
This is what will determine whether your job is automated away.
Long story short, in my professional career AI is not going to be of any immediate help(in its current avatar) for the next 3-4 years. Beyond that I probably would be long retired and gone off grid.
The article points out that different jobs get affected differently by changes.
Failure modes are entropic
I'm reluctant to start using LLM-based coding assistants (e.g. Copilot) in my programming work because I don't want to taint my code with laundered code that was under a copyleft or other restrictive license. Is this a reasonable concern?
It would be in our interest to remove legal impediments to raising capital for new ventures, so that more of the labor freed up by automation of existing industries can be allocated to the creation of new industries.
Such a world would see more kickstarters, equity crowdsales, crypto token sales and DAOs for collaborative creation, and more people employed in the ventures these capital raising projects fund.
Or that a score at the extreme high end wouldn’t get an employer’s attention.
This is a result of automation that has gradually been introduced since the industrial revolution. People kept on working but the nature of what they do has become increasingly detached from things that people back in the day would have recognized as work or important.
We work less than ever and lot of "work" basically involves people having meetings, managing other people, or doing things in the services industry in a complex network of interdependent tasks and processes where you might question what it actually is that we are actually doing collectively or why.
Obviously, there is some value in doing these things because we're obviously doing them and getting something out of the process of doing that. At least subjectively. But what matters economically is that money changes hands and is used to create the demand for all these things. Without demand, there's no need to do a lot of the things that we do. And without that, the need to automate it also goes away.
So there's this paradox that automating what we do, removes the demand for the thing (or at least downgrades its value). And it helps create demand for more valuable things we can do.
Take bread for example. Rather crucial to a lot of people and it used to be the main component of a lot of people's diets. Bread now comes from factories and ever since we invented sliced bread it's been considered the best thing ever. Sliced bread (sliced by a machine) from a factory that produces bread at an industrial scale.
Except we pay extra for artisanal bread that is made the old fashioned way. So we now have people with college degrees opening bakeries and selling us really expensive baked goods that they made with their own hands. Could what they do be automated? Yes, that already happened. But the whole point of what they do and why it is valuable is that it isn't. The factory bread is low value. And the bread is just part of the experience. The whole bread experience involves interacting with the amazing people that bake the bread, that knead the dough, and visiting the beautiful shops in which they do that. Add premium packaging to the mix and it makes you feel really good about spending 10$ on a loaf of bread. Can AI automate that experience. No. It might bake some bread but it won't be worth 10$.
There's going to be a lot of that. People will look for activities that are valuable to others in some way. The automated stuff is inherently lower value, boring, and a commodity. And we need value creation to create demand for whatever else it is that we do for each other.
The only answer is to destroy capitalism and unite as workers. Only if we unite as proletarians, we can redistribute the inmense profits of automation and make sure to live a worthy life.