Come to think of it, domain knowledge should be an LLMs strong suit as long as you can provide the right documentation, which is working pretty well already.
Right now the main issue I see with AI is that it doesn't do well with scaling. It's great for building demos and examples but you have to fix its code for real production work. But for how long?
Post-LLMs, the value of this (as differentiator) has dropped to zero. Domain knowledge (also known as business knowledge) is the obvious area to skill up on. It simply means knowledge about the area your organisation is working in. Whether it is yogurt delivery logistics, clothing manufacturing supply chain systems, etc. That's the real differentiator now. Anyone can invert a binary try in 5 minutes using an LLM. But designing a software system knowing well the domain your organisation is in is invaluable.
At the same time medicine, hardware design, good industrial, and specific domain knowledge (problems you solve in assembly or control loops) that are fundamentally proprietary and aren't well documented will continue to have value even when LLMs make solving the problems around them easier. Those might have increased leverage, at least for this round of LLMs. Now, maybe they succeed in World Models, but that is not today.
Really, I don't know what "kids these days" are going to do. I couldn't have predicted the influencer boom 15 years ago, but I also think there are geopolitical risks that are probably bigger than that shift, and "synergized" with the push to AI Everything, it doesn't look like a good time to be a learning/working human.
> The fact you are getting downvoted to oblivion shows how fucked HN has become.
If you're going to participate here, you need to stop poisoning HN like this. People have worries about their future wellbeing as a result of the dramatic changes currently happening in the industry. We can debate the validity of those worries without trashing the community, which is specifically against the guidelines. The guidelines, and the work that many people put into upholding them, are the main reason this site has ever been anything worth defending.
The guidelines you're breaching in this case are:
Be kind. Don't be snarky. Converse curiously; don't cross-examine. Edit out swipes.
Comments should get more thoughtful and substantive, not less, as a topic gets more divisive.
When disagreeing, please reply to the argument instead of calling names. "That is idiotic; 1 + 1 is 2, not 3" can be shortened to "1 + 1 is 2, not 3."
Please don't fulminate. Please don't sneer, including at the rest of the community.
Please respond to the strongest plausible interpretation of what someone says, not a weaker one that's easier to criticize. Assume good faith.
Eschew flamebait. Avoid generic tangents. Omit internet tropes.
There was never any value in simply the ability to invert a binary tree from memory. First, contrary to popular belief, this particular challenge is quite trivial, even easier imo than fizzbuzz. The value of testing candidates with easy problems is their usefulness in quickly filtering out potentially problematic coders, not necessarily to identify strong ones.
Second, another common take on coding challenges is that they're about memorization. Somewhat, but only to a point. Data structures and algorithms are a vocabulary. A big part of the challenge of using them "creatively" in real life is your ability to recognize that a particular subset of that vocabulary best matches a particular situation. In many novel contexts an LLM might be able to help you with implementation once the right algorithm has been identified, but only after you yourself have made that insightful connection.
Having said this I generally agree with the philosophy [0] that keeping things simple is enough 95+% of the time.
Eventually. Wage depression does not happen linearly. You're asserting that demand is maxed out and there's no more money to go around, and that's just not true. A lot of people just don't bother because tradespeople are famously difficult to work with because they are so overbooked.
If things play out I see there being two classes of low paid developers in a decade or so: the first being the vibe coders who earn a subsistence wage because most people can do it (not everyone, there will still be a cost of entry, paying for the tools, which will exclude some groups), the second being the more “artisnal” developers working on the things that can't (yet) be vide coded and fixing up the problems caused by insufficient care by the vibers and those employing them. These will be low paid because while the work is important demand will be low and there will still be a fair few people with the skills and desire (they'll make ends meet between good jobs by taking on gig-economy vide-coding work themselves). There will be a lucky few still making a decent living, but a much lower proportion than now.
I'm hoping to arrange retirement before things get that far… Failing that I'll do something else (I could be a sparky, though if all the youngsters are training for that perhaps that industry will gain a bad supply/demand picture from the worker's PoV too!) to pay the bills and reclaim dicking around with tech as a hobby.
When I was in school, decades ago now, very few people went into CS compared to other majors. Everyone I knew going into it did it because they loved it. I would have done it regardless of the career opportunities because I want to build stuff.
Interviewing candidates over the years since then, my experience has been there are still very few of those passionate nerds and a lot of people who did it for other reasons, like the money or similar. There is nothing inherently wrong with this. I don’t fault people for it.
Maybe if we get very lucky, it will go back to a relatively few passionate people building stuff because it is cool?
I initially pursued my real passion which was math and physics and got a cold water bucket to the face only after grad school.
That runs completely counter to the basics of supply and demand in a perfect competition market. It would be market with far fewer (labor) suppliers, who could therefore command a higher wage, not lower.
Is the number of suppliers low because demand is also low or is the number of suppliers low because demand is high but supply is constrained?
A field that previously had a supply of labor in it "for the money" who all leave is indicative of the former scenario not the latter.
That does not lead to higher wages. That leads to low wages.
(There are a variety of reasons why this story is too simple and why I remain uncertain about developer salaries in the short term)
There is a broader question of whether having people who are in it for the money leave independently "causes" wages to go down (e.g. if you were to replace all such people with people "purely in it for the passion"). My suspicion is yes. Mainly because wage markets are somewhat inefficient, there are always mild cartel-like/cooperative effects in any market, people in it for passion tend to undersell labor and the people in it for the money are much less likely to undersell their labor and this spills over beneficially to the former.
Note that this broader question is simply unanswerable assuming perfect competition, i.e. a supply-demand 101 perspective (which is why it doesn't make sense to posit "perfect competition" for this question).
It posits durable behavioral differences among suppliers that are not determined purely by supply and demand which do not update reliably in the face of pricing. This is equivalent to market friction and hence fundamentally contradicts an assumption of perfect competition.
All of my developer friends in the gaming industry have had far worse working conditions then what I've had.
Your example runs counter to the laws of supply and demand too. You understand that wages will rise when supply is restricted, but you don't want to accept that supply will respond to the price signal in the form of more people entering that job market.
why then do they all have those interview rounds where you have to talk about what really attracted you to work at this boring company and how you would love to do that kind of work? They evidently haven't gotten the memo.
I’ve gone through the BigTech guantlet successfully. Even then I showed I cared about doing my job well and competently.
I have purposefully thrown nuggets out during interviews letting companies know that I had a life outside of work, I’m not going to work crazy hours and in the latter half of my career, I don’t do on call.
If you need a lot of low quality code in a hurry, AI can definitely do that for you now. The path to making money by writing mediocre code for people who don't really care that much is going to look like managing a network of bots that constantly spit out a huge volume of code that kind of mostly works and if it sometimes doesn't then whatever. The people in it for the money can probably make a decent amount in the "high volume low quality" space.
Then there's the code that needs to actually work, or have some thought put into it. Consider the process of writing IETF RFCs. Can you get an LLM to spit out English text that conforms to their formatting? Absolutely you can. Is the RFC it emits going to be something you'll want to have the whole world trying to implement as a standard? Not likely. So the people doing that are going to be doing it something closer to the old way.
As many of us in the early IT generation, I came because of I wanted to build games and program cool stuff.
Today, while I admit Games are supercomplex stunning apps, I hate it and I love to do boring finance app development :-))
If you would have told me in my 20ies that I will end up in banking & finance IT, I would have laughed at you - today I really like it and I do not play a single game anymore.
“Teachers work an average of 34.5 hours per week on an annual basis (38.0 hours per week during the school year and 21.5 hours per week during the summer months).”
That’s leaving out the benefits of incredibly strong union protections, it being a state job with matched benefits, absurd job security even in the face of terrible performance, etc.
Lol, try saying that to an alaskan teachers face and watch yourself get slapped for the absurdity of the claim.
https://fordhaminstitute.org/national/research/how-strong-ar...
Nonsense research showing how crappy academic research has become
Why are teachers special to merit any "protections" that aren't afforded to all employees, public or private?
Even by your own example, you're only at 35 hours a week, and that's before you subtract out the weeks of summer vacation, winter vacation, spring break, etc; where the workload is certainly far less than 40 hours a week.
However almost all of the companies I have worked for in my 30+ years career treated devs well.
So if you are in a shitty situation, I highly recommend finding another job instead of just placing yourself over a barrel.
I hope not, because we don't need software developers to be "starving artist 2.0".
And on that note: I vividly remember people staying away from the video game development industry because it was deemed "passion industry", and that had a really negative connotation of long working hours for asymmetrical return, and more.
I don't look forward for every other software engineering branch to become like that.
This is a naive view of the average (or even above average) person's approach to learning, as well as an overly cynical read on the intellectually motivating atmosphere that comes from earnestly engaging in an academic environment.
I think we basically lost this when software/computer/internet entered the mainstream. Now, like everything else, it has to be bland, unoffensive, and a commodity.
It was never reality - I graduated in 1996 and have worked at 10 jobs everything from lifestyle companies, to startups, to boring old enterprise to BigTech and now consulting companies. To a tee everyone has treated it like a job and not some religious calling. There is absolutely nothing wrong with coming to work at 8 leaving at 6 and not thinking about computers until the next day.
You don’t need to be doing side projects and open source contributions to do your job as a software developer anymore than a surgeon needs to be performing operations at home.
No I wouldn’t have chosen a major because I enjoyed it if it didn’t make any money. I didn’t then and I still haven’t found a method to get over my addiction to food and shelter.
And if you think that is normal, it’s honestly kind of sad.
Do you not think it's considered "elite" to e.g. work at such companies in highly technical roles in the same way that a PhD at Stanford is considered "elite"? As a holder of the latter, I do. If not, what would you consider an "elite" team?
Maybe you think the statement was pretentious, but your response: "I hope you don’t call your average FAANG and adjacent “elite” - that's sad" is, truly, the most pretentious thing I've ever read on this site. So I'll ask: what do you consider elite?
Honest question: Do they actually _want_ to live-and-breathe software, or do they work in a highly competitive and highly compensated environment where doing that is implicitly required?
This is a really narrow way to look at it and define it lucky. What you describe will absolutely be a shitstorm for everyone - passionate workers and non passionate alike. Management doesn't care about your passion, it cares about the bottom line. Lots of folks will get fired - passionate people as well, or see their salaries cut and their job security evaporate. There's no winners in the scenario you described other than the employers.
But let me ask you this: has AI made life easier for illustrators, book authors, or musicians? They were affected by the technology earlier on. If they don't embrace AI, they face increased competition from cheaply-made products that the average consumer can't distinguish from the "real" thing. But if they embrace it, they can't differentiate themselves from the cheaply-produced content! In fact, for artists, the best strategy may be to speak out very vocally against AI, reject it early on, and build a following of like-minded consumers.
Can you sit down with an unfamiliar domain and develop enough genuine curiosity to get good at it, without a syllabus or a credential dangling in front of you?
The kids who'll do well in a world where the field-to-security mapping keeps shifting are the ones who can self-direct — not the ones who picked the right field in 2026.
Although full disclosure I'm short humans and very long paperclips.
What does that mean in practice? Are there specific stock market bets you've made because of that world view?
In the first case, buy AI stocks. In the second case, build a bunker in the wilderness.
Agreed that if someone can self direct and is capable, they’ll do better. Assuming two people who are similar in that regard, what are professions that may benefit from AI rather than hurt because of it.
What a ludicrous world we live in where this is a socially acceptable view to hold.
I can only speculate as I didn't write that post, but by my reading they were just stating their belief that AI is likely to lead to human extinction, not that they were happy about that outcome.
Personally, I think there's a worryingly high chance that ourselves or our kids will live in a dead, desertified, apocalyptic hellscape of a planet after we hit 5+ degrees of warming, but saying that doesn't mean I _want_ it to happen. In fact, I would prefer it not to!
One of the reasons that I’m slightly less worried about a climate apocalypse is that there isn’t an equivalent group of people that sees the “inevitability” and concludes that it must be a moral good for the planet to warm 5 degrees. I’d argue that multiple degrees of warming is more inevitable than paperclips, but there’s a serious global effort to mitigate and avoid it anyway!
I mean I might think oil prices will go up but still choose not to buy oil stocks for moral reasons.
Do I have faith that I'll be compensated according to my developed ability?
Looking broadly at the recent past, the correct answer seems "no".
If you want to be in a remote, small town, get into construction and become a builder with their own GC license in a few years. Then charge people 400k to build that little dream cottage with 2 guys (you and a team mate) twice a year. 150k each 100k mats for each house. Just a small warning: It's hard but real work and very rewarding.
if I'm able to learn all kinds of stuff in just a few hours, why would programmers 20 years from now not know programming languages?
just doesn't make sense.
There won't be much of a reason to learn a programming language at some point in the future.
Admittedly the first was at BigTech in a “field by design” role that went RTO last year a year after I left.
I went to the local Claude Code meetup last week, and the contrast between the first two speakers really stuck with me.
The first was an old-skool tech guy who was using teams of agents to basically duplicate what an entire old-fashioned dev team would do.
The second was a "non-technical" (she must have said this at least 20 times in her talk) product manager using the LLM to prototype code and iterate on design choices.
Both are replacing dev humans with LLMs, but there's a massive difference in the technical complexity of their use. And I've heard this before talking to other people; non-technical folks are using it to write code and are amazed with how it's going, while technical folks are next-level using skills, agents, etc to replace whole teams.
I can see how this becomes a career in its own right; not writing code any more, but wrangling agents (or whatever comes after them). The same kind of mental aptitude that gets us good code can also be used to solve these problems, too.
this doesn’t seem like a safe direction either.
If it's my kid? Starting their own Enterprise. Between 'good enough' knowledge work getting cheaper and the bureaucracy that made entrepreneurship less attractive over the last decades being either trimmed or automatable, we may be looking at a golden age of new business formation. There's an old saying, "genius is one percent inspiration and ninety nine percent perspiration". If ai shifts that to just 2 and 98, it'll unlock massive demand for a certain kind of mind.
How to teach that I'm still pondering. One idea that occurs to me, is that a human will always be needed to ask the right questions and have good taste, but I don't know how to teach those. They can probably only be educated, which in my mind is distinct from teaching. A different idea I have is that an entrepreneur needs three skills: they need to identify a problem, implement a solution, and get paid for it. Those skills probably can be taught, so I'd try to ensure they get early reps in all three.
If I knew how to connect those two ideas I think I'd have a decent curriculum. Anyone have suggestions for that?
> I tend to think there is a lot of scope for the $40 trillion white collar economy to be disrupted (re-imagined/made more efficient), so still see potential for software engineering demand to stay high over the next decade as the true ramifications of AI plays out.
So far, the demand curve of software has been very favorable, and I don't think that will change soon. If software was 10x cheaper to develop that makes a lot of features and projects attractive that would have been too expensive before. So far every single efficiency improvement in programming has lead to more demand for programmers because of this. At some point there is a limit of useful things to do, but I don't think we are close to it yet
But as someone choosing which college to go to you don't just have to think about the next decade, you have to think about the next half century. I am confident software engineering will be in a good place in 10 years, but I have no clue where we will stand in 20.
Edit: of course, the "long ways off" assumes that that dream is even possible and isn't just that, a dream. I question whether even that is possible given how we are still split under hundreds of nation states and can't even unite on the most basic of things.
tldr; Just like knowledge work, most trade stuff is probably mostly repeated (i.e. very trainable) task with a small amount of taste and discernment applied. The repeated will be trainable, the discernment may be trainable. I don't think the physical world is necessarily any safer than the knowledge world.
That being said, the absolute focus on trades from the fed right now just reeks of the wild pendulum swing. It used to be 'go to college to get a good job' then we had too many college grads. In ten years we'll have a glut of people trained in the trades with no prospects.
It just keeps swinging back and forth and somehow Joe Regularworker keeps losing.
"<...> a reverse centaur is machine head on a human body, a person who is serving as a squishy meat appendage for an uncaring machine."
[1] https://doctorow.medium.com/https-pluralistic-net-2025-12-05...
Even if we get robots who can, say, build roads start to end, there is still a HUGE gap between that and it actually being used. There is a hard floor, too. Robots are made of physical things, physical things have scarcity, and there's no way around that to our knowledge. Even if you can build the robot for 1 cent, the material cost will still exist.
People are not, though, and all the folks who are no longer necessary in knowledge work are available for physical work.
https://serjaimelannister.github.io/wsj-article/
and I have also uploaded the github link on archive.org for persistence/archival purposes.
https://web.archive.org/web/20260322213950/https://serjaimel...
I hope that this might help some people and I have another friendly suggestion to please donate to archive.org :-)
Cloudflare flags archive.today as "C&C/Botnet"; no longer resolves via 1.1.1.2
related:
https://news.ycombinator.com/item?id=46843805 "Archive.today is directing a DDoS attack against my blog"
Basically all that would be left of desk jobs would be those which have unfair legal powers (including via licenses and credentials) or are pure accountability plays. Like politicians, lawyers, aircraft pilots, corporate accountants... And those jobs will suck because people will be accountable for work that is not their own.
These jobs won't require any skills because most people may be able to go through their entire career without doing any work. But they will get paid a lot just for having being selected for their position... While other people who may be more skilled than them might be broke and homeless.
Anyway before this AI doomerism can become reality AI first needs the breakthrough of genuine understanding to stop making stupid mistakes. Imitation will always remain imitation.
There must be eg an understanding of casualty and reasoning on the same level as we have, not the useless "You're absolutely right" you get now when you point it its mistakes.
Yes there is, just stop creating. Or take a page from biology, and use random mutation and natural selection to iterate on useful novel functions.
Honestly, once AI takes all the jobs, game over, why iterate anything else. Planet captured. Humanity hunted down to the last bands of troglodytes holding out in the wilderness. It would be strongly against their interest to just assume we'd starve quietly.
1) The supply of work will skyrocket when everyone will flock there for work
2) Demand will plummet as the white collar people who bought these services will loose their jobs and income
And of course if robotics will get solved to an acceptable degree most of those jobs will also get mostly automated.
When a robot can reliably do this work, I think it can reliably do any human job that requires physical ability and judgement.
I’ve repaired a lot of my historic windows myself because of how expensive it is to get someone else to do it. (Quoted 8k for one leaded glass window) I think it’s become my new backup job if I really am replaced by a computer.
we will be living in houses that can be reparied by robots.
Then again, these were the people who ten years ago were constantly bleating that Software was invincible and that flooding that market with a million bootcamp idiots wouldn’t eventually saturate that market.
> People stop learning programming.
> Programmers become scarce.
> Programmers become valuable again.
Maybe it's wishful thinking but I'm not going to be surprised if it plays out like this. In some sense the reverse happened over the last couple of decades - everyone and their mother got into IT and the industry became saturated.
There were always unqualified people coming out of college, but the amount of people in interviews that can literally do nothing these days seems higher than before.
There was always some cohort of people that somehow managed to graduate from college with a CS degree, and seemingly not learning anything, or at least not learn how to even write basic code (independently).
It seems like AI is not reducing that percentage - possibly increasing it.
Anecdata, take it with a grain of salt.
AI is definitely increasing it. I barely type out any code now, and simply sit back and review what Claude dumps out. Even if it's a minor UI change, I just request the LLM and it executes the change for me. Thankfully I don't write code for my day-job anymore and mostly just sit in my office and pontificate :). I know my code skills and inclination to write code have atrophied to an extent, thanks to AI. Currently what I'm able to do with AI far surpasses the capabilities of what I was able to do without relying on AI.
Now if my employees were relying on LLMs to do their coding for them, I would be very disappointed. And I think that that limited space in algorithmic and HFT trading is where exceptionally talented programmers will find room in, leaving the others to dry out and wither.
Perhaps the best example of frogs in a boiling pot are all these folks in frontier AI companies themselves who are building the blocks for the very things that are going to replace them, if not already. Maybe they'll make off like bandits before their work gets adversely affected, or maybe not.
Not that AI is the same as Websites all going broke. But no one can see the future and it’s unlikely that deep technical knowledge will be obsolete.
Especially considering that the implication is that humans just become a pair of hands with opposable thumbs?. Take the electrician in the article, sure its a skilled job but the barrier into it drops massively imo if you can just take a picture of whatever issue is at hand and ai spits out what is needed, no?
This does not seem like a straightforward conclusion. It could instead result in more physical projects being able to be done as it removes bottlenecks due to limitations of laborers. There is not a fixed amount of work that needs to be done in the world, humans can make up new work they want done.
I agree. Even in knowledge work this is true. Hell, I'd argue that white(ish) collar work is already the biggest area of bullshit jobs that exists today.
what again?
I don't get what's illogical in this statement. If people are displaced, everyone will know that the value of other work will go down too, but they'll still try to get into those other fields because they may still offer better prospects and a paid job (even at a low wage). That doesn't sound bad compared to a situation where you can't get a job in your field regardless of your demands. Besides, if we get to that situation, basically every job will be impacted, so it's not like keeping the tight grip on your current career will be more likely to save you.
> Take the electrician in the article, sure its a skilled job but the barrier into it drops massively imo if you can just take a picture of whatever issue is at hand and ai spits out what is needed, no?
That works well until an electrician who follows LLM instructions starts a fire or fries themselves. It's true that automation can still make their work faster, but the value of electricians isn't going to zero any time soon because there's a reason why governments still want them to know what they're doing. As soon as you touch jobs that could result in you directly killing others or yourself, there's usually licensing and regulations all over the place. All of that is additional barriers to being fully replaced on a whim. If this automation gets to you, at least you're all the way back in the line, and it won't be as bad as the others.
1) No matter the age, they are using said AI to replace human
2) Within workplace, they are using AI to do their work so they are learning nothing
3) That is it, people are using AI to replace their own work rather than improve it, people are driving themselves out of work.
Look at recent output from leading edge humanoid robotics projects like 1X/Neo, Figure 03, Skild AI. Also see open published work like MimicDroid, HDMI, GenMimic, Humanoid-Union Dataset, RoboMirror, Being-H0
Figure 03:
https://www.youtube.com/watch?v=e-31-KBBuXM
https://www.youtube.com/watch?v=ZUTzuhkDG3w
1X Neo:
https://www.youtube.com/watch?v=lS_z60kjVEk
Skild AI
https://www.youtube.com/watch?v=YRmjBdKKLsc (Learning by Watching Human Videos)
Mimic
https://youtu.be/_LkBFL5m1WU?si=Qvgb7vkpG_KCAJdN
There is a ton of very useful recent progress with imitation learning and related datasets. There is also some work on learning from large scale video like Youtube.
We are months away from the ChatGPT moment in humanoid robotics where a project launch or demo makes people finally realize that they are general purpose.
The only way we could have AI proof careers is if humanoid robotics were to completely stop progressing. Since it's been advancing very rapidly, that makes no sense.
What makes you think "Social safety nets" will be the solution the élites land on?
If we were to wargame out different scenarios, we'd likely find there are a lot of potential solutions to the problem of large masses of people who are not useful to the cause of productivity in your society.
Giving non-élites a social safety net is actually one of the most resource intensive solutions. Not saying our oligarchs would not choose that solution. Just pointing out that it would severely impact their bottom lines. More than almost any other solution in fact.
Time isn't linear. No guarantees we march right along handing batons to the next age group. Which generation will be future elites making the choices come from?
Millennials and GenZ (despite a blip towards Trump in 2024, they blipped hard away from him as his policies of 2025 hit them hardest) are trending progressive as they age.
And Millennials and GenZ outnumber a GenX population that is the only cohort to not sour on Trump. GenX influence will rapidly shrink as Boomers churn out.
No linear time. No single clock all living things tick to. Meaning the population composition is not guaranteed to exist such that the old ways are the future. No guarantee 50 year middle managers waiting patiently end up elites in control. They might be too copy paste and conservative.
https://fortune.com/2025/08/07/gen-x-ceos-decreasing-baby-bo...
Number one, Trump won the presidency on the strength of his support from younger generations of Americans. It remains to be seen whether or not those younger generations will turn against Trumpism.
Number two, GenX. Not only is GenX is the generation that voted against Trumpism the most statistically speaking, they are also the smallest generation. ie - the least statistically relevant where votes are concerned. (Which is why it didn't really matter that they voted against Trump.)
I agree with your assertion that the Boomers will churn out. I disagree that it will matter that Boomers churn out. Mainly because support for Trump-like policies is, again, strongest among the younger generations. The younger generations are literally how the guy won the presidency and they will represent more of the populace in the future, not less. So until I actually see millennials and GenZ vote against Trump-like policies, I'm not really sure how things get better?
Unless you are suggesting billionaires build private armies in some sort of neo feudalism, there are no elites who are not dependant on the existing social structure.
There's only one way to AI-proof yourself: become enormously rich and join the Davos class.
It's one thing to use AI to touch up photos, but in the end, you probably still want photos that match your memories and good photography still has an element of taste and creativity.
Proof as in much less likely to be significantly disrupted by AI within the next couple/few decades, well I definitely think so.
Society as a whole will be better off because there is more output, better quality output. Then it's for us to vote in a government that shares the fruits of AI with everybody, by way of progressive taxation. Government, use the taxes you collect to give us free food. We don't need 5-star restaurants, just healthy food. We can do this, in a democracy.
For example, in my neck of the woods there’s the company Carbon Robotics, which is pretty successful. They develop autonomous tractors and a laser weeding system both of which have good adoption and sales at megafarms. They decrease the cost of herbicide application and labor significantly. That’s just one such company. It’s to the point that farms go fallow, or convert to solar, because the revenue produced farming isn’t enough to justify farming because we would be feeding people for free otherwise. That, my friend, is artificial scarcity. So keep toiling for your food coupons and convince yourself that the market is infallible.
Who is this "we?"
There's a kind of circular complaint built into all such endeavors that goes like, "we can do this, but unfortunately we as a group don't want to, but we could definitely do it if we wanted, but sadly we currently have the wrong opinions, but we can definitely do it, if only we weren't inclined not to, but we should and we will, as soon as we all come around to the truth."
Your "we" doesn't seem to want to do what you want them to do, which is why communists so often end up thinking that the real problem is the existing populace and maybe what they really need is to be re-educated or even replaced.
If it's so easy this is ripe for a startup to disrupt. Food is the most necessary thing to human existence. Every living person is a potential customer.
Seems dubious given how much agricultural subsidies most western countries engage in. If anything foods are under-priced.
And it's not even just the right leaning that are tricked. The left get thrown a bone now & then on some trivial thing like getting gay marriage (which shouldn't have even been an argument, more of a realisation) meanwhile nothing is done about corporate tax evasion, improving labour laws etc - or they lean too far into their voterbase and allow rampant immigration, welfare handouts without checks & balances etc.
And all of this because managing a large group of human is pretty much impossible. We need to reorganise into smaller groups.
I don’t see Keynes’ theory we would all be working drastically fewer hours per week suddenly materializing due to AI. As always we’re just going to try to output more in the same time. The fact I, a manager, can “vibe code” some bugs away between meetings does not mean I will benefit from having one less dedicated engineer.
Look at it this way: if there really was a 3x market potential, why wouldn't that manager have hired six more people already?
It's much easier to manage 3 people with better tools than to manage 9 people even if their output would be the same
Restated, I’m not saying we’re hiring more or less because of LLM AI productivity changes. I’m rejecting the idea we need less people for all the previous reasons stated and my own two cents that we’re yet to see the reduced work hours Keynesian economics predicted as output per hour increased. We humans just keep working the same hours even if that hour is massively more productive.
This last point is well studied and not my own original thought. I’m just poorly regurgitating college level Macro Economics.
My own point I’ll add here is we’re not seeing companies bragging about their two day work weeks.
My personal experience with layoffs is that it’s all been financial engineering and the lack of nearly free financing that we had in the 2010s, again in the Pandemic, CapEx tax changes last year, and/or over hiring similar to but not nearly as massive as Google and Facebook. I worked for a European company that hired a dozen Americans to become more “US Tech Company” like and eventually let us all go two years ago once the fun money ran out when rates increased. They did a little bit of the AI babbling but realistically they couldn’t get the financing to keep it all rolling.
The companies reducing to one developer for a product are likely not doing this because of LLM AI work but likely will survive better because of it.
To your point, I’m actually living it and it’s nothing to do with AI. One of my teams was cut to 25% of its size a year ago and the whole QA team let go. Roughly this was an EBITA play. Basically the only way we get anything done is by doing what I mentioned in my earlier post where the front end dev uses LLMs to build a prototype backend they can use to support their front end expertise and the back end dev does the same for the front end. Eventually they meet in the middle and I can juggle some of the KTLO myself. Is this fun? Absolutely not. If we had the headcount back we’d be able to meet the ‘25-26 roadmap but instead we’re doing 40% of it.
I doubt you will ever see two day work weeks. Instead of cutting hours it makes a lot more sense for companies to cut people and have the remaining employees work full time. Or more. There are a lot of fixed costs for each employee, and most people would rather make more money than work less.
I worked at a company which, faced with slow period, reduced everyone's pay by 20% and switched to a 32 hour work week instead of cutting people. Most of my colleagues were bitter about it and a few even quit. Personally I was happy, but I was in a small minority.
Sorry to hear about your rocky employment experience. I feel like that's getting to be the norm these days.
On the multimedia consumption (tv/film/music/games) side it seems like we are approaching a saturation point (between time sunk and desire to do so), but for business applications I don't see this being the case. Things sometimes move at a glacial pace.
Even if Uber makes the cost of travel to 0, I will still not 2x my rides.
returnInfinity is simply lying about not doing double (or more!) the amount of travel in that case.
Maybe returnInfinity already spends 12 hours a day in Ubers, or otherwise has them satisfy all his transportation needs, and couldn't usefully double his usage of them.
It's impossible for them to cut the cost to 0 (without using magic), but that doesn't make it impossible for us to talk about what the cost being 0 would involve. Travel time is one of the costs you pay for Uber's service. That you don't pay it to Uber doesn't matter. If Uber reduced that cost to 0, you would use Uber a lot more.
But other tricks include new ventures, essentially public companies and VC companies have an almost unlimited appetite for new ventures, as that is how they keep validating their future growth and stock prices.
Currently financial realities are forcing layoffs, and the AI story is covering for the "growth" validation to keep stock prices going up.
But what's next? After you've fired everyone, what's the next growth story? They'll start hiring again, for new projects, even if AI can handle the coding there is still gobs of work surrounding building a software business or department that needs meat moving it forward.
Will we ever achieve that world? Who knows. We've heard these promises before, with things like COBOL and 4GLs. Yet we're still here coding.
that doesn't seem to follow necessarily.
Prices of services will come down. Prices of things that require natural resources will go up.
In a hypothetical world where let's say we have AIs that can do any human job more effectively than a human, rich people who can afford to control the AIs will control society and poor people who have nothing to offer economically will live in poverty.
A good proxy for our future is Angola: an upper class who got rich off the oil boom, and a lower class who is dirt poor because they have nothing to offer the oil industry.
This suggests a potential equilibrium sooner rather than later .. few modern technological advances have been as resource hungry as AI
To make this more concrete, tax havens only work because most countries keep producing for real. AI will take all jobs, not just Angolan jobs.
Also, If you control the AI, but there is no middle class to consume its product, everyone is poor and controlling the AI doesn’t bring that much.
There is still some products much more important and stable: food, water and therefore land control.
Is AI going to do this? Quite possibly. One of the symptoms is most investment capital being sucked up by the extractive industry. We're there now with AI. The current US situation is that the economy is flat except for AI companies and data centers, which are booming and are sucking up vast resources.
Most of OPEC has been through this cycle. Venezuela, Egypt, Iran, Iraq - lots of oil, but it didn't make the countries rich.
Maybe there will be a glut of smart people. Historically, that was the case until roughly WWII. Humans produced a certain fraction of smart people, but there were more smart people than jobs for them. Pikkety points out that through most of history, about 97-98% of the population was doing manual work. That started to change with the Industrial Revolution. Not until roughly WWII did an actual shortage of smart people develop. Hence the postwar boom in college education. Not until the 1990s did the nerds take over.
We think of a large group of smart people making society go as normal. Historically, it wasn't like that. The robust, the entitled, and the religious were in charge. Pikkety has a long analysis of this in his Capital and Ideology. Look who runs the Trump administration.
We're already at a smart people glut. In the US, only about half of college graduates find jobs that really need a college education. That's pre-AI. Now what?
> Society as a whole will be better off because there is more output
> better quality output
citation needed
> By whom will that output then be consumed?
So there's this thing called "waste"...
> If people don't have jobs they don't have money to buy and therefore ... prices will have to come down!
Yeah, and falling prices and unemployment are sure signs of boom and prosperity...
> government that shares the fruits of AI with everybody, by way of progressive taxation. Government, use the taxes you collect to give us free food
and you think though that never happened is now possible because?
Why? Assume a company has a high margin because they used AI and reduced their workforce by 10x. What usually happens is that a new competitor comes in and offers the same for half the price.
Since AI is lowering the bar for entry this process should be even faster than previously.
Monopolies arise naturally unless we work hard to avoid them.
With no barriers, margins get squeezed out rapidly.
Wouldn't you need 10x the number of competitors to get back to the same amount of employees, assuming they are running with similar workforces?
On the other hand we still don’t know which new companies will be created that couldn’t be be created before due to unfavorable economics.
I’ve been looking at AI productivity gains, and the idea that it’s better quality output is the weakest claim that can be made.
There ARE more software project starts, yes. This also means it’s a more crowded field to be noticed in.
Also productivity gains are HIGHLY variable. I see some people being 2x more effective, most people publicly willing to claim 30% efficiency gains, and a more likely 15% gain for most people.
At the same time, I hear of cases in content and media where it’s essentially a wipeout. I know of a story where a firm went to an advertisement agency with an AI generated video they wanted, and only wanted the animations cleaned up.
When they got the quote for the costs to have it done professionally, they decided to just go with the AI generated video.
Fraud is another area which is seeing a boom. The degree of information pollution we are seeing has also seen a step change.
This matters because all the rosy eyed theories of productivity gains from AI do not account for changes to our shared information commons.
The business cases that come to mind are Fast Fashion, and Coke vs Pepsi, and Tobacco.
The people on the top are not going to share sh*t. That's just not how greed works.
In a democracy where corporations have 0 representation, I would agree with you. However, they do have representation in a way that is invisible to see and impossible to quantify. And it goes beyond citizens united. There is an invisible hand pressing on the scales.
Here's the one trick the oligarchs will not tell you: they intend to bill the government directly, they won't care if unemployment rises to 80%. They'll keep it up for however long the taxes and debt will last, and then jet off to their bunkers to usher in what comes next - or wait out the chaos.
A start to what? There is no way of taxing unrealised capital gains that makes sense. You're taxing theoretical value that may or may not actually exist. Rebates (e.g. you're taxed on theoretical current value, but when you realise the actual gain, you get back the difference if there is any) just moves the problem around, makes everything complicated, and penalises attempting growth.
Make exceptions for investments in illiquid things.
What then?
There is - tax it when it is being used as realized gain (e.g. when you get a loan like our billionaires do). fine to leave it alone as unrealized and not be taxed but as soon as you use it as real/tangible thing you gotta pay taxes, it is that simple
If it's real enough to, say, use it as collateral for a loan, it's real enough to tax.
> penalises attempting growth
There is a lot of growth going on that should absolutely be penalized.
Maybe you will have a class that can afford things and services, and another class who can only afford services and service based things.
Some one own things, others will rent them fractionally.
- Price of housing and associated maintenance keeps rising, and so do small jobs like fixing plumbing, gardening, etc; - You can easily avoid paying VAT if you know how to, so that's a 20% increase, or even more, if you can benefit from social services (e.g. since you don't earn a lot, you pay less for several services); - Doing the fixes yourself saves lots of money; - Avoids several burn out and mental health issues related to stress such as academia, bullshit jobs, etc; - No need to spend years in school, so you can save money earlier and invest it.
One disadvantage is that the barrier to entry is somewhat low; but the PhD students also have to compete with cheap international labor, so in the end, someone 25 years old that just left grad school is happy to earn, say, 2000€, while someone in the trades can easily make 200€/day with just one appointment.
So, if you're physically fit for blue collar work, there are currently few reasons not do it.
Interesting. Would you care to enlighten us on a legal way to do this ?
Of course, the parent may also have been referring to getting clients to pay in cash and not putting anything on the books, at the expense of getting barely any pension in the end, but that's not how I read it. This is getting somewhat less common because people are more likely than 20 years ago to get a loan from a bank to pay for renovation work, and the bank will want to see invoices.
Just to be clear, if you're a VAT-registered tradie doing a job for yourself, you are obligated to pay VAT for the materials. Diverting vat-reclaimed materials for self-supply is tax evasion (which can be identified by auditing invoices). So legally speaking, the only money saved is the VAT on your own work hours.
Slightly ironically, self-supply is much easier and almost impossible to identify when devs use work-paid subscription services (e.g. Claude Max) on personal side hustles.
If a Norwegian tradesman works on his own home, he's supposed to pay VAT on the value of the work he's done - not only on the materials used.
I suspect such work is being under-reported, though.
Do you have a link here?
A lot of stuff in the US is absurdly easy, as well. For example, in my area, pretty much all plumbing is PVC or PEX. Anyone on HN can learn very quickly how to work with this stuff and it's very cheap. There are very few repairs, for example, you could ever need to do that would cost more than having a plumber just show up and look at it - even accounting for buying tools.
And they don't do drywall - they'll hack a nasty, over-sized hole in the wall or ceiling to get the plumbing and leave you with a $600+ bill and needing a drywalled and painter next.
For a lot of specialists like drywall, the really good people seem to never want to deal with small jobs. They get paid better & it's easier to do large jobs.
Especially nowadays with AI, you can really quickly consolidate what you need to know for your specific job. Though of course, trust, but verify.
I know lots of people with master's degrees who have started studying something practical after graduation, as they were unable to find any job with their degree. Of course the general economic situation (highest unemployment in the EU) is having an impact on everyone, but it's hitting those with higher education particularly badly this time.
And every single plumber and electrician I know is completely worn out(physically) by the time they hit 50. Both are these are incredibly demanding on the body, more than most people imagine. So they get to that point where they actually can't move and they need double knee replacements before they even hit retirement, and suddenly can't work anymore. Some of them try to hire people, but that's hard and not everyone is built for it - so actually (at least in my experience) you go from being very well off to practically destitute, because like someone else pointed out - people in these professions are typically cash only to avoid taxes, they spend it, they don't put it in retirement funds to avoid having to explain the source of income, and they get to a point where they can't work and don't have any income.
It looks like a great option compared to someone who just got their PhD, sure. But long term I'm not sure if that's such a great option.
Why? I am sure we can agree that SWE domain has its own set of disadvantages, no?
Many people I know have been burnt out in their 30s on their jobs and are unable to continue with the same capacity in their 40s, not to even mention 50s, and later ages. What company wants to hire a 40+ or 50+ year-old SWE? Not many. I am not sure how is that any better than being physically worn out? Physically worn out you can organize work, and hire other people to work for you, but when you're mentally worn out there's not much you can do really.
Avoiding the burnt-out syndrome trap alone isn't enough. You can also easily become unemployable because (1) you're either not good enough for hi-profile jobs demanding maybe 95th percentile skills on the market, (2) you cannot work 50-hour long weeks under high stress continuously because of social and existential aspects of your life (family), or (3) you're simply over-qualified for many other jobs on the market so there's a real risk attached to employing you.
Being a plumber or electrician OTOH does not bear these type of costs or risks so, with things put into a ~20 year context, and given the today's picture of the market, I am also not really sure I would favor SWE over being a plumber or electrician or carpenter.
Many of those folks over here where I live earn 6 figures, and mind that this is only what they report (!), the actual figure is likely 2x as much since the preferred way of paying for the bill is cash (without invoice).
OTOH to break into the 6 figures territory as a SWE over here you need to become a recognizable domain expert - for me it took ~15 years to build the expertise other people believe I am exceptionally good at, and are therefore willing to pay for it. This is far from being easy and there's only of handful such people (in my area) since it takes an unreasonable amount of time and stubbornness to reach that point, barring some other factors of course too.
SWE domain might have been lucrative ~15 years ago but the dynamics in SWE changed dramatically in the last ~20 years. And as we see now with the AI, the change seems not to be declining.
A Soviet engineer needs some plumbing done in his apartment, and calls for a plumber. The plumber arrives, does his thing, and hands over the bill. The engineer is shocked. -'What, this is like a quarter of what I make in a month - for half an hour's work???'
Plumber shrugs. -'Well, why don't you come join us? Easy work, well paid, no responsibility - just remember to keep mum about your degree, as we're not supposed to hire academics.'
Our engineer contemplates this for a while, applies for a job as a plumber - and gets it.
All is well, good money, no responsibilites - until management requires that they take evening school classes to gain new skills and thus better build socialism. So, grudgingly, our engineer enrolls in a math class and, upon arriving, finds that the teacher wants to establish what the plumbers already know.
-'You over there - could you please come to the blackboard and show us the formula for the area of a circle?' he asks our engineer.
Standing at the blackboard, he suddenly realizes he can't for the life of him remember the formula; while a bit rusty, he soon figures out how to reason it out - furiously writing out integrals on the blackboard, only to find the area of a circle is -(pi)*r^2.
Minus? How did a negative enter into it, he thinks, going over his calculations once again. No, still gets the same result. Sweat building, he turns away from the blackboard for a moment, turning to the other plumbers watching.
As in one voice, they all whisper -'Comrade, you must switch the limits to the integral!'
You mean by how VAT is not paid on materials a company is going to use (at least that's the case here in France, no idea what the rest of the UE does it). Or by doing undeclared work?
Just had it happen to a friend: needed a plumber, impossible to find anything reliable (no one in town knows of a reliable plumber; it's a rare find). All Google Maps results contained lots of paid 5-star reviews (ratings with a full, typo-less phrase, praising the company in very generic terms, and the only review for that profile), so he had to pick one of them anyway.
Guy shows up, doesn't present a quote before doing the work (mandatory for >150€), does a mess but fixes the issue in less than 30 minutes, bills 200€, or 250€ if you want a receipt. No paperwork whatsoever, and in a position to physically harm you or do damage to your home if you refuse. And that's a "good" one. Locksmiths that charge 500€ or more for 10-minute jobs are a dozen a legion.
Then, these same people start buying cheap houses here and there, and in 20 years they'll be worth so much money that they'll become rich landlords and live on rent alone.
Several friends during PhD were renting cheap apartments whose owners were truck drivers, electricians, etc.
The point is, concentration of wealth and never-ending property values going up is only going to make becoming renter a better and better deal. And every profession that caters to renters is going to get some share of that money.
> No paperwork whatsoever
> in a position to physically harm you or do damage to your home if you refuse
So it's not "blue vs white collar jobs"; it's being a law abiding citizen or not.
I know a lot of people who matches what you're talking about, but they all have in common to have their own interpretation of the law. There's not a single thing they do by the books.
They're just "blue collar crooks".
Of course they can "win" if they cheat.
Recently I even needed my rims redone on my car, went to a big autoshop in my town, the owner came out with me to look at the car and went "mate it's going to be £500, cash only, you know how it is with the taxes. Or I can give you an invoice but it's going to be £600".
I literally turned around and left. Yes, they are crooks and fraudsters - but in my experience it's completely normalized. If you can get away with it, they will do it, and since everyone seems to be getting away with it, they do exactly that.
I wish this was a singular occurance, but every trader I ever worked with behaves like this. They are all allergic to paying tax on the money they make.
In the US, you can make pretty good money in the trades, but generally, there are many caveats - you have to be your own boss, preferably with a few employees; you pay your own benefits; you don't get any paid leave; and depending on the trade, you could be physically worn out before minimum retirement age (65 in the US to get health coverage as a retiree).
I'm not debating that tradespeople can make good money - that absolutely can. But, that's the exception not the norm...
The average plumber or electrician in the US earns about $65k/year... that's about 2/3 (or less) of an entry level programming job. Even if that isn't capturing side work/income, that's still less than a mid-career developer (earning $150-$200, more if they're on the west coast on NYC).
Put another way, even at retail consumer prices, I can buy a lot of plumbing or electrical service and still be money ahead on my fairly average engineering manager salary.
It's pretty bonkers.
one of the wealthiest dudes I know is a carpenter who loves workin wood. his free time is spent making cabinets and furnature and blasting obscure music
Like I had multiple companies quote me $300-500 based on the job for things that take me maybe 2-3 hours total to do, including learning about it (will be faster next time), getting the materials, and doing the job.
When you have a few of these a months they add up. It is usually nothing for a month and then 4-5 things to fix/improve the next
If these jobs really number in "a few of these a month", then your inclusion criteria must be absurdly broad (eg. changing your lightbulb), or your home is on the verge of falling apart.
There are a lot of people who don't understand this stuff to a degree where they don't even know whether a repair is dangerous or not. My family member was afraid that if they messed up installing the toilet arm they'd flood their house.
Those people are very capable of having a few repairs a month, just on random stuff. Cabinet hinge screws wore out their hole and just needs a bigger screw, shower curtain mounting is loose and needs new anchors, an outdoor light fixture with a bulb cover needs a new lightbulb and they can't figure out how to get the cover off, etc.
Not all of course, but construction work and electrician type work, certainly.
The labour shortages in construction and the energy transformation are huge. And it can't be solved with immigration because there is no housing.
Still if you go blue collar you have to build your own business.
This could be said of literally anywhere except a ghost town, and it's only true in a very narrow sense. The problem is not housing supply. It's zoning, which is a political decision.
my salary went up about 1.5x
my living costs went up more than 3x and rise each day seemingly.
its fuckin useless. like a scam.
sadly i have injuries that prevent going back to bluecollar job. Id be temped to ask my boss to lower my salary but that also feels fucking stupid.
maybe its time to avoid all taxes and go live in a fucking tent by the side of the road -_-.
Yes, this is called Baumol's cost disease.
I seen many handymen with the latest and greatest luxury cars, and the demand is endless.
On the other side, it seems technologists salaries are stagnating, and the new guys on the market get lower and lower salaries, so it does indeed seem as if the best and quickest way to retiring early is the handyman approach coupled with a high level of non-taxes work.
I am impressed with your compression of the entirety of this conversation down to two values of right/wrong. /s
For example, if someone decides to stop being a software engineer and become an automobile mechanic, but few people can afford an automobile; they demand for their services will also greatly diminish.
If it doesn't, you still have your blue collar career.
If it it does, you still have your skills at things that are hard to automate, and don't seem to be any worse of than anyone else, even if collectively, we are all worse off.
At an individual level, this still seems worth pursuing. You don't get to control your macro environment.
Of course, one could still use the political and persuasive tools you have towards the aim of ensuring the benefits of AI are broadly shared. It's reasonable to fear that is hard and uncertain work, but you don't get do decide if you live in hard and uncertain times or not.
He said that with the tariffs situation work had severely dried up and jobs were tight. This was in the PDX metro area. It makes one wonder what is really safe...
LLMs like manufacturing will multiply the coding throughput. Likely the mythical 10x swe will not be as valuable, but the work expectation from anyone in the field will just multiply.
Is it because the population is constantly growing or is it because per-person shoe-units is increasing due to that person increased wealth or is it because per-person shoe-units is increasing due to 5x lower price of generic shoe-units? How does that exactly transfer to the production of software and market absorbing the software hyper-inflation?
It feels like nobody in the government is even trying to prepare for the massive changes in job market.
- Layoffs due to insufficient demand in uncertain economic times
- Companies selling AI need to claim "we are so great with AI we don't need as many people." Layoffs unlock AI budgets.
- It justifies all the capital allocation into AI.
- Companies in the AI industry shock the government into learned helplessness, so they can write policy that is on their terms.
What am I missing?
Companies do this all the time. A CEO's job is to convince investors that their company stands to win in whatever the current hot trend is. During bitcoin's crazy run in like 2022 or whatever, a ton of tech companies were hopping on the bandwagon and branding themselves as a blockchain company. Look at Block/Square. The current trend is that AI is hot and the economy isn't. Therefore, it's beneficial to the stock price to tell your investors that you're laying off 50% of your staff because you're AI-powered. Just look at Block/Square. My experience has been that most companies have an incredibly patchwork implementation of AI, and that most of the work that they do (particularly larger companies) isn't made more efficient by using AI.
In a few years, there will be some new hotness, and all companies will be saying that the DNA of their company is whatever that is.
As for the current uncertainty in the job market, when you randomly have 50% tariffs slapped on goods you need and can't readily find available in the US for the same price and find that 20% of the world's oil supply is cut off, you tend to not want to invest in the future. Talking about AI is cheap. Tariffs are expensive.
AI is about to get a lot more expensive as Taiwan (TSMC) and other South East Asian chip manufacturers don't get their Natural Gas or the Natural Gas they need becomes really expensive.
Also, before the war Trump got GCC countries to promise they will invest $ 2 billion into AI. Now those money will probably not come anymore.
Also, the power will get more expensive, so running AI data centers will be more expensive.
Neither of the strategies in the article here scales.
We need lots of firefighters on call when landowners do control burns for example. It's a short window.
----
Me: dropped out of grad school, eventually becoming an electrician (IBEW). Decades as handyman doing various sideworks (my own "startup"?). Retired my own residential electrical contractor license (during Covid), good riddance [1]. Forty-something "you're still young!" #yeahOK
Also me: have worked part-time, as-needed, for three family startups (one as lowly eng.tech, other two in hardware manufacture/assembly [3d-manufacturing & EV energy management].
----
I incurred severe student loan (&c) debt, wasting years both in college (IMHO: don't go, unless it's for an accredited engineering degree[0]) ...and wrecklessly pissing away my twenties drunk-and-stupid (anxiety from being -$235k in-the-hole, then).
When most of my electrician brothers were getting their first $80k pickuptrucks, I was trudging myself out of debt. A decade ago, I became worth $0.00.
[0] Seriously, if you're in college right now: read this again. Whether you want to be a PE, or doctor/lawyer, a B.E. will become an ultimate fallback (and incredible methods of viewing worldly interactions of fundamentals problem solving). To a certain clientele ($$$), that undergraduate in engineering will justify increased billingrates (not as much as MD/JD/MBA, but would still enhance even these).
----
And my body has paid the price of blue collar drudgeries, despite other extremely-fortunate (&unexpected!) windfalls. I've had a handful of weeks in my life where serious consideration has been given to will I ever run/walk again...
Just as I've begun a quest to transition into something less physical (i.e. I dream of desk/office of my own, outside my messy home "office"), this brilliant genAI stuff comes along... and I'm just so glad past blue collar work has allowed me goodénuf savings, even perhaps a few more years of wandering around lost (like most-everybody else increasingly is).
[1] Last advice: you need to find niche tradework — just being a "residential electrician" is increasingly impossible to maintain, with competition from both legal, not, and tech workers. Be the guy (e.g.) that installs (just) meters or lighting or hottubs — or whatever — but don't be the oneguy that does everything (==bankrupt, sooner than not).
----
Life is good, even on a Monday morning. Who the hell knows anymore...
Only doing things is competitive.
The people best suited for implementing and interfacing with LLMs at the moment are still SWEs and at least for the time being AI is actually probably a job creator for SWEs rather than the other way around. This might change.
And Claude has been invaluable for me to fix trade-related things at home, even complex ones. It actually outdid a locksmith!
The most resilient career is probably nursing. Medicine maybe too, not because it's not technically possible but because doctor lobbies are incredibly strong. Healthcare is the largest employer in most states now and with an aging population that's probably where much of the surplus will go and it's a profession that has really meagre productivity gains (cost disease). So nursing might be the answer.
It's an open secret a good majority of these "AI layoffs" are AI in name only, a little lie told to keep the shareholders happy while the real cause is the worsening economy.
"So soon as the handling of this tool becomes the work of a machine, then, with the use-value, the exchange-value too, of the workman’s labour-power vanishes; the workman becomes unsaleable, like paper money thrown out of currency by legal enactment. That portion of the working-class, thus by machinery rendered superfluous, i.e., no longer immediately necessary for the self-expansion of capital, either goes to the wall in the unequal contest of the old handicrafts and manufactures with machinery, or else floods all the more easily accessible branches of industry, swamps the labour-market, and sinks the price of labour-power below its value."[0]
[0]: https://www.marxists.org/archive/marx/works/1867-c1/ch15.htm
I started wearing a tool belt for work before I even finished high school. I worked in various skilled trades until I was 38 years old. I made some decent money sometimes, but not often.
Here is the part that people forget to tell you when they give you that advice: learning a skilled trade only pays off if you A) join a union or B) work for yourself.
This is especially true in the Southern US. You can be the best carpenter, electrician, plumber, etc in town, but you won't have healthcare, retirement PTO, you won't be treated like a human unless you join a union (good luck with that in the South) or work for yourself by either being a contractor or starting a company and hiring others to work for you.
However, if someone is truly determine to work in the trades, I always recommend they become a welder. A competent welder can clear $200k+ per year with nothing but a pick up truck with a service bed and their welding equipment and generators.
But other than that, I advise people to avoid the skilled trades unless they can join a union.
Anecdotally I met a guy a while back. He was a machinist in the Midwest. He was looking for a new job. Anyone reaching out to him were non-union shops in the south paying less hourly than McDonalds nowadays.
He was floored when he learned how much I was being paid. His hourly rate was more than double mine (not for the consulting/training work, but for his normal production work) and his benefits were far better. Plus the area he lived in had a much lower cost of living than I had in Auburn, AL.
Alabama politicians love to brag about all the manufacturing jobs they've created. But what they've really done is simply allow all of these companies to move down south where they aren't required to treat their employees like humans.
Out of ~300 people on the floor, I was the highest paid because I was the only one that could operate the DMGs. All of my coworkers worked 70 hours per week (we were required to work 6am to 6pm Monday - Friday and then 6am to 4pm on Saturday) yet they still relied on public assistance you be able to survive.
I wanted to go into tech or commercial aviation as a kid. After COVID I got a reality check on aviation, so decided to aim for SWE. The plan was to study Maths, CompSci and Physics in my country's equivalent of HS, then aim for Physics/CS at uni.
In Spring 2022 (about 6 months before the release of ChatGPT) I realised where things were headed and decided to go into entertainment tech instead, after already completing my first year of college. I'd been volunteering at a music venue as a technician for a few years and it seemed like a good pivot. I dropped out, went to an arts college and studied production, then got a job as a technician at a theatre. After a few false-starts and a while of freelancing as a photographer/technician, I got offered a few full-time positions, ended up taking one in Event AV (events meaning industry expos like CES) - great pay, growing industry, and not really under threat from AI. Everything that can go online has gone online already, but it turns out that businesspeople still like meeting up in-person. I still get to work with awesome technology, but I'm on my feet and working with my hands too. It's different. I'm probably making less money than I would have made in tech 5-10 years ago, but I'm making more money than a few of my friends straight out of CS degrees now.
A lot of my friends are still studying CS, Media, Arts, Languages, and I am glad to be in the position I'm in. I think AI is decimating the value of a degree, and the HE landscape will change a lot in the next decade.
Time will tell if it was a good move, but I think it'll be a while before an LLM can fly panels or coil cable. I'm happy for now.