Most AI value will come from broad automation, not from R & D
312 comments
·March 22, 2025techpineapple
rqtwteye
Technical progress would be fantastic if the benefits didn't go mainly to the top. I am pretty sure in the not too far future we will have enough technology that you can live off the land somewhere with the help of some robots. Or have them do all your housework. In principle, this is great, but our society is not set up for a lot of people not working while the technology is progressed by a relatively small number of highly qualified people.
I am not sure where this is going but there will be some large changes to society needed if technology keeps progressing at current speed.
somenameforme
There's a simple litmus test for these sort of nearish future dystopias - how long before you have an 'AI plumber' or an 'AI electrician'? I'm not just listing random skilled trades, but listing jobs that are extremely complex, 100% context sensitive in a way that just doesn't generalize well, requires a mixture of high dexterity and high strength, and a million other things. To say nothing of the numerous [oft extremely expensive] task specific tools you also need.
And those are only two of the jobs for maintaining households. If those two things aren't automated, we're not having these 'robo households' - period. Instead I think the future holds mostly the present - glorified clappers [1] and ad-tech masquerading as some sort of something that mostly does a mediocre to awful job of whatever it's supposed to be, Alexa.
hasmanean
We have YouTube plumbers. Has destroyed the industry? No. But it’s made plumbing accessible to a whole range of DIYers.
Maybe AI will be just as productive.
Seriously YouTube has been amazing for the world of self learning. AI could learn a lot from it.
treis
I don't think we're that far away but I also think it looks different than humanoid robots.
I can see a drain plumbing system that maps out a new construction home and some sort of automated robot that builds out large sections of pipe. It wouldn't completely eliminate the plumber. But it'd change it from something like measuring, cutting, and gluing 100 times to walking around with a camera for 5 minutes and then gluing 10 things together.
tkjef
agree with all your points with the anecdata that the Roomba is awesome for dog hair. awesome.
ttoinou
Its more likely that we’ll hire plumbers who are going to throw a robot at the job and double check the work
luckydata
You need more to maintain a house, drywaller, gardener, carpenter, painter. The most important robotic help though will be cleaner and nurse. As our population ages and shrinks home help will become scarce and we'll desperately need an alternative to take care of ourselves as we age.
asdf6969
The most likely future is that we start standardizing infrastructure and building in a different way that’s easy for robots to use. Kind of like how cars would suck if we didn’t have roads and Benjamin Franklin couldn’t have predicted power plants and wires to every home. Then people who can’t afford the new stuff will keep paying plumbers but there’s a slow path to get rid of them. The old stuff will always be around but much less important.
I expect new “robo friendly” roads will be the first example but of course homes could do the same.
Think like how the Catholic Church never disappeared but the rest of the world moved on around it. We will never get rid of context sensitive plumbing and electrical work but it just won’t really matter
riehwvfbk
We do, however, have computer assisted plumbers, electricians, and other technicians. With nothing more than YouTube one can fix appliances and cars, or do some DIY home improvement, and the projects that are possible are much more involved than they were in the old days. It's very hard to pick up these skills from a book, but if there's a video to walk through the process - the projects become possible.
AI-assisted plumbers will follow this archetype.
mustyoshi
120 years ago 40% of Americans were farmers, today that number is under 2%.
That technical progress resulted in a few companies and farm conglomerates becoming incredibly wealthy. But the benefits that we all received was we didn't have to toil in a field, and we get fresh beef on every corner.
The wealth gap growing, and the median person being better off aren't mutually exclusive.
dragontamer
> The wealth gap growing, and the median person being better off aren't mutually exclusive.
The wealth gap was growing since 1980. Is the median person better today when the median person cannot afford a college education or a house?
Both of those were easily afforded in the 80s.
Also remember: the average job didn't require a college education back then either. College has become a gatekeeper due to its rising costs and diminishing returns.
IshKebab
Yeah the thing is there were better jobs that ex-farmers (or at least their children) could go to. I'm unconvinced that's the case this time round. Especially for unskilled people.
aiajsbdbdjxjx
Nobody’s arguing things aren’t better in some ways than the past. But your argument amounts to what is essentially trickle down economics. The median American is getting a marginal improvement - the top .1% American has gotten an astronomical improvement.
The wealth gap increasing is a moral failure of our billionaires. They should take pride in building a better tomorrow for their fellow countrymen. And what we have now is the exact opposite of that.
pphysch
96 years ago we there was a massive financial crisis and depression that killed a lot of people and is directly related to the (lack of) national policies of the time.
USA recovered remarkably well, but only because there was a big pivot away from crony capitalism and towards "socialism" under FDR. Big investments in The People, unions, education, infrastructure.
We are going in the former direction right now.
overfeed
> I am pretty sure in the not too far future we will have enough technology that you can live off the land somewhere with the help of some robots.
If John Deere can help it, those Deerebots will be sealed shut, TPM'd & DRM'd to hell. You'd pay a subscription and have to take them into a service center to get them serviced and have the firmware updated. They basic subscription tier will only work with genuine Monsanto(TM) seedPods(R)
mindslight
From what I've seen, the small low-HP tractors without particulate filters have a minimum of electronics. It's the computerized emissions controls where they start creeping in. And I assume the big farmers put up with digital restrictions because they want to have their shiny new gear serviced by professionals anyway, whereas homesteads there is going to be a lot more DIY.
The real problem is that farming is fucking hard. I bought a vertical tiller somewhat as a hedge against societal collapse from the political movement to destroy America, but I'm under no illusions of that being a straightforward food supply. The main aim is to be able to do food plots for neighbors in trade.
Honestly I've got to wonder if we're going this far, why do you even need to live off the land? As in, why turn soil just to get free sun and water? Why not just indoor hydroponics? Or even still using soil, but inside in a much more controlled fashion.
robertlagrant
> Technical progress would be fantastic if the benefits didn't go mainly to the top
They don't. You live better than Henry VIII in almost all ways (other than you can't establish a new state religion). You have access to painkillers, dentistry, sight correction, and information on a daily basis, along with more chicken than he did. The fact that that's true for hundreds of millions of people is incredible.
aceazzameen
I bet anything that any robots capable of performing any kind of service will be subscription based. It will also purposely be out of reach for anyone not wealthy.
Society has to change before humanity has any further technological progress that will benefit everyone. We're simply in the "how to min max wealth growth" stage.
sterlind
I wanted fully-automated luxury communism, but I got fully-automated neo-feudalism instead. It feels bad.
VladVladikoff
Pretty much every piece of technology we have known so far which had creator restrictions has been jailbroken. Sure the future might be Elon & Bezos androids, but what’s stopping us from jailbreaking them and using them off grid?
geysersam
> I am pretty sure in the not too far future we will have enough technology that you can live off the land somewhere with the help of some robots.
I don't understand, what stops you from doing that today?
buckle8017
The availability of fertile land.
jszymborski
Capital, and its inequal distribution.
oblio
The fact that those robots don't exist :-)
dingnuts
the complexity and expense and necessity for expertise of today's farming machines aren't what the OP is talking about, which sounds more like something from Asimov's Caves of Steel
null
NAHWheatCracker
Yea. Watch a sci-fi film - nifty gadgets, robots taking care of chores, and widespread spaceflight. Real life is some unreliable chat bots.
Then there's the depressing practical stuff. AI being forced down our throats. AI as an excuse lay people off. AI as an excuse for massive data hoarding. AI flooding the internet, making it harder to find good content.
therein
I find it extra surprising that people are advocating for transitioning to using AI while their proof of concept looks like this:
do { resp = callAI(input); } while (!isOutputSane(resp) && attempts++ < MAX_RETRY)
Scarblac
It's actually `letSlightlyDifferentAIJudgeOutputSanity()` rather than `isOutputSane()`, I think.
jajko
Nobody sane and smart I know is advocating for AI now. All keep saying 'one day', 'soon' etc. Our megacorp very effectively blocked all of this and we don't have anything internal yet, but we are in specific market.
And basically all I saw so far was a snake oil from people trying to push it or benefit from it, even here. Trust me bro... well no, show me some hard facts and we can start building trust. Sure assistants are nice but thats about it.
Its just too flawed now to be dependable and reliable, it feels like typical 80/20 or 90/10 situation where inexperienced juniors are all over their head how future is now, and seniors just meh and go and do some work.
fjdjshsh
>AI as an excuse lay people off.
Why do you think the managers/business owners need an excuse to lay people off? If it's legal and economically beneficial to them, they'll fire people. Having AI won't help them as an excuse. In fact, I would say it sounds like a much worse excuse than "the economy is on a rough spot" or something like that
nukem222
> If it's legal and economically beneficial to them, they'll fire people.
More importantly, if they can imagine some economic benefit. Very plausible an executive might think a chatbot is as capable as an engineer when they don't know how to evaluate either.
falkensmaize
Are you serious? The obvious benefit is they get to lay a bunch of people off and pretend it’s because they’re forward thinking innovators instead of poor managers that are having difficulty growing their business. There’s a huge incentive to present this fiction to stockholders, which is the only opinion they care about.
beau_g
I personally think it's polarized, and either the Pentti Linkola/Ted K way of thinking that the industrial revolution (or maybe even the agricultural revolution) were a detriment to humanity is correct and there is no turning it around within that framework, or all tech progress will reach an ultimately good equilibrium, though will be unstable and have mistakes along the way. I definitely lean towards the latter. What I do not think at all is we should purposely delay tech progress through the use of violence (which is what laws/regulations effectively are) while doing some type of wait and think about it exercise. I definitely don't think anything (good or bad) that does not break the laws of physics is unlikely to manifest, quite the opposite, most things we imagine now will come to fruition in our lifetimes and many others we haven't even imagined yet both good and bad.
yarekt
Regulation is violence? sorry for putting my socialist hat on, but free market is efficient, so efficient that without regulation it’ll optimise away human happiness and find a way to turn tears into profits. Regulation is basically saying that you can make money in ways that benefits the humanity also, at least in theory. Lobbying and corrupt regulators muddy the waters
beau_g
Of course, laws/regulations are enforced by the party in a country that has a monopoly on violence, and use the threat of violence to enforce (either imprisonment or a monetary fine, monetary fines are a derivative of kidnapping as money takes time to accumulate). Of course I'm not arguing against these functions in general, they should be used in ways that prevent an even worse act of violence (ex. a corporation wasting the time and money of millions of people by selling them a dangerous product). The application layer is where I believe laws and regulations are appropriate though, not preventing the development of the technology (ex. trying to limit who, how, and when someone/some company can do a large training run for an AI video model, because AI video models will be leveraged by scammers down the line).
Terr_
Another way to view it is that valid regulations (which in this context includes statute) are about handling externalities, structuring things so that the market must react to them.
One of the most fundamental limits on the market is the criminalization of killing other people, giving it a prohibitive extra "cost". This kind of restriction on the choices of participants is so incredibly well-accepted that we simply take it for granted, and seldom think about it as a "regulation" even though it is.
That regulation prevents CEOs from "rationally" deciding it costs less to assassinate rivals' employees than it costs to improve their product.
ozim
In Europe we have less and less people. Automation is a must have because we will need those people in areas that cannot be automated.
Transformation will be painful as it is hard to re-train people or get people to do stuff that is not really their forte.
abyssin
In Europe we already have the technology for everyone to live and retire comfortably. What we don’t have is the governments whose goal is for everyone to do so. I don’t see how more technology would solve a political issue.
ozim
I did not write about need for more technology.
What I see is companies failing behind implementing existing well known technologies.
It is people who want to keep doing whatever they were doing for years that later will be angry, because whatever they were doing stopped making sense but they don’t understand it. They will not want to understand things that put them out of job…
reportgunner
> In Europe we have less and less people.
Sorry, what Europe are you talking about ? I don't think that's true.
fock
yes, automation is necessary and from what I see most non-IT companies are far behind what's possible. Something which is not necessary and imho pretty stupid is replacing idiotic workflow components designed to wash-out responsibility with LLMs and now let the bots run amok (which probably is totally ok with the bureaucrats who designed these workflows in the first place). Most of the AI automation crowd supposedly thinks this is a high value activity - while looking down on the bureaucrats. Which is pretty funny to me...
henry2023
Only when looking at this through our common understanding of how societies work.
Broad automation of tasks can be great for society if and only if the product of that automation is not treated as some kind of private property.
I’m not hyped on an automated future because I find it quite unlikely but if it were to happen it has the potential to be transforming beyond expectations.
Swizec
> Broad automation of tasks can be great for society if and only if the product of that automation is not treated as some kind of private property.
Star Trek or Bladerunner? That’s a choice we can make.
elzbardico
No. Most of the time WE can't make this choice. It is imposed on us by the elites.
AlecSchueler
Do we have the choice? It feels like the market makes such decisions and regulation is not only a taboo but impossible with competition between states.
pjmlp
I am as optimistic as a factory worker about to replaced by robots.
Hence why I can't stand such techno-optmism, apparently most folks live in an ideal world free of economics.
rchaud
Techno-optimism is the domain of people who're confident that they'll be part of the managerial class that gets alerted when other workers are going over their bathroom break allotments.
toogan
Has the last 70 years of productivity increases led to a reduction in weekly work hours? No.
Some jobs will be automated away. Good thing. Braindead stuff that a machine can do should be done by a machine. Doesn't mean we'll all soon be just picking our noses. There will be other work to be done, and if unregulated capitalism has its say then it can easily lead to even more worker exploitation.
tordanik
> Has the last 70 years of productivity increases led to a reduction in weekly work hours?
Yes, it has led to a significant reduction in hours worked: https://ourworldindata.org/working-more-than-ever
Of course, the effects aren't equally distributed across all countries. For example, annual work hours per worker have almost halved in Germany since 1950, but only seen a more modest decrease in the US. So political factors still play a role in how the benefits of increased productivity are used by society.
But it's a strong effect. And those numbers don't even consider other factors such as how increased life expectancy combined with mostly unchanged retirement age, and being older when we first start working, give people an extra decade or two of not being part of the workforce at all.
bluefirebrand
> Has the last 70 years of productivity increases led to a reduction in weekly work hours? No
No, but it hasn't led to a massive increase in incomes either (after adjusting for inflation)
But meanwhile everything gets more expensive so while yes people still have jobs and work as many hours as before, we have much less to show for it
pjmlp
No, it lead to less jobs being available.
Good thing when people actually have another job available for them.
Not everyone lives in regions where there is another job across the street.
oblio
Industrial work was really bad for workers at least during the early period. Arguably worse than equivalent agricultural work.
SequoiaHope
Well: though we are not particularly likely to I do think that replacing people with machines would be fantastic if we actually just let people relax and work less, and so rather than lament the state of things I tend to focus on the need to promote the value of social systems which support human thriving. On the second point, I guess I would say that most of the marketing talk we see is unlikely to manifest but the future will in fact bring fantastic and fanciful advances in technology - it just won’t be what the marketers are trying to tell us.
wolfcola
right, and we all got to work 20 hour weeks bc of the industrial revolution.
SequoiaHope
I’m not saying technology makes our lives easier. I’m saying technology makes it more possible than ever to build a world where everyone thrives. But it takes human social systems to make that happen. Understanding just how much good we could do with modern technology underscores the value in fighting for the right human social systems.
lukevp
Huh? 40 hr work weeks are a recent thing, many people in history worked 12 hr days 6 days a week. Technology and social progress definitely leads to fewer work hours.
dogcomplex
We've had a long history of technological improvements being widespread distributed to the people. There's not a particularly bleak reason to believe the latest AI automation won't be too. Look around your desk or your house and just count all the effort-saving devices that have made their way down to you. Look at the price of TVs cratering. Tech that can be recreated easily spreads far and wide. AI can too. It's dropped 1000x in costs the last 2 years. This stuff will be running on old tech everywhere - and speedier and cheaper new chips, bots and other hardware are on their way.
Unless there's a new world war or draconian regulation, we're good. It's pretty much locked in.
rchaud
I'm struggling to think of any technological advancement in the past 20 years that's saved me time. The only real change has been a shift to WFH, but that happened independently of technological change in that era. Even things like screen sharing and remote desktop were possible before that time.
25 years ago, sure: online shopping/banking, email and chat -- these are all things my Blackberry or Nokia could handle. The touchscreen smartphone hasn't really moved the needle much in that regard.
techpineapple
This is the core of my original beef, techno-optimism seems divorced from the exact things I think it’s ideologically trying to promote, and instead is just “AI will fix everything”.
And I basically agree about sort of time saving, we got smart phones, which I think was of questionable benefit compared to the invention of computers, the internet, and cell phones in the first place.
dogcomplex
You sayin you were capable of ordering any product on earth from your couch and having it delivered within 2 days? Or building an interactive video (modern website) accessible anywhere on earth instantly (all used just to display people's resume and contact details lol)? Or navigate anywhere within minutes from the optimal pathway, without thinking about it? Or research and answer any question you have about anything in the world within a minute? Or hold daily conversations with all your friends in group chats despite vast geographical gaps? Or play games with them in - again - interactive cinematic masterpiece movies accessible anywhere on the planet?
So much time was saved you don't even realize it because most of the above was just practically impossible to do before - and frankly beyond the scope of what any human actually needs. But the scope crept anyway and now they're all normal parts of modern life taken for granted. As for where that time went - capabilities exploded, but any spare time also got eaten by tighter work hours from a more competitive market. That's capitalism for ya baybeeeee
ctoth
Tell me you never called for a taxi and waited two hours for it only not to show up without telling me.
Uber has saved me a remarkable amount of time.
More-generally:
oblio
Progress is not guaranteed.
Humanity has been around in basically the same form for 2 million years (and the same form for probably 200 000 years) yet life for the average person on the planet really started improving circa 1950.
aksbfjdjsbabs
2 million years is a long time. It’s quite a stretch to say life only started improving in the last 50. An asteroid could hit today and nearly all evidence of our existence would be gone in 10k years.
riku_iki
> We've had a long history of technological improvements being widespread distributed to the people. There's not a particularly bleak reason to believe the latest AI automation won't be too.
the difference this time is that humans just moved to other activities where they were useful, and with super-AI(if it will happen) this is not the case anymore.
teleforce
I'm really surprised out of current nearly 300 comments and counting, nobody really is mentioning constraint programming or CP, a seemingly forgotten deterministic sibling of the stochastic data-driven AI [1],[2],[3].
"Out of these 14 tasks, we guessed that only 6 require abstract reasoning alone to perform. Strikingly, we classified only one of the top five most important tasks for medical scientists as relying solely on abstract reasoning. Overall, the most critical aspects of the job appear to require hands-on technical skills, sophisticated coordination with others, specialized equipment use, long-context abilities, and complex multimodal understanding."
Almost all of 14 R&D tasks listed in the table including that are not suited for data-driven AI with abstract reasoning can be solved by CP. Provided that we are allocating enough compute resources with at least similar to that we're currently providing data-driven AI with the crazy amount cloud networks of massively parallel compute CPU/GPU/TPU/etc.
Fun facts, the modern founder of Logic, Optimization, and Constraint Programming is George Boole, the grandfather of Geoffrey Everest Hinton, the "Godfather of AI" and "Godfather of Deep Learning".
[1] Constraint programming:
https://en.wikipedia.org/wiki/Constraint_programming
[2] Logic, Optimization, and Constraint Programming: A Fruitful Collaboration - John Hooker - CMU (2023) [video]:
https://www.youtube.com/live/TknN8fCQvRk
[3] "We Really Don't Know How to Compute!" - Gerald Sussman - MIT (2011) [video]:
hyperturtle
I've always wondered if it would work out well for an LLM to evaluate a constraint program/script when it encountered a problem involving constraints / logic. like or-tools with python or evaluating a minizinc program.
teleforce
Yes, that's very plausible and I've thought similarly but not exactly the same approach for the diagramming limitations of LLM [1].
Fun facts, the presenter John Hooker was asked about how to determine the suitability of a particular heuristic solver for specific problems in his presentation. He casually answered that if he knows the solutions to that he will probably win a Nobel Prize. But perhaps AI/LLM can help in a way to recommend the solver based on the type of applications or problems.
If I'm not mistaken there's also Donald Knuth (TAOCP) asking questions after the JH's presentation, how often you see that?
[1] Diagrams AI can, and cannot, generate:
babyent
I’m using constraint programming in my platform.
Any experts want to help me?
getnormality
This article lost all credibility with me here:
> ...this means that only 20% of labor productivity growth in the US since 1988 has been driven by R&D spending! Capital deepening accounts for around half of labor productivity growth in this period...
This is like saying that Jeff Dean's net worth is attributable not to his programming skills, but to the capital deepening of his bank account. The authors are working with concepts at a level of abstraction where they've lost contact with what they're saying.
tbrownaw
You know how office workers are more productive because of computers? This didn't just happen because various companies did R&D investments in building (better) computers, but also because companies actually spent money buying computers for their office workers and because those office workers spent time learning how to use computers.
getnormality
If A caused B caused C, how does one determine the relative contributions of A and B to C? It makes no sense.
tbrownaw
That's because binary logic is the wrong model.
B requires A. C requires both A and B. But also, A has a cost and B has a cost, and spending more on A or B can maybe get you more C.
Maybe spending more on developing better computers won't actually help anything (because they've already got 640k memory, which is enough for anyone). But only half of the people who can benefit from them have actually bought one so far, so collectively spending twice as much on buying computers can make them collectively twice as beneficial.
__loam
Bizarre way to describe capital deepening. Jeff's programming skills probably got a lot more relevant because of things like the proliferation of internet access and utility computing. Seems like a pretty simple statement to me but maybe that's too abstract for you.
nthingtohide
It has become fashionable to write think pieces without thinking too much.
mooreds
If you haven't read this classic about technology deployment from 2015, it's worth a read.
https://reactionwheel.net/2015/10/the-deployment-age.html
Feels like we're still in the exploration phase of GenAI, but ML seems like it is in the deployment phase.
bashfulpup
Very typical SV argument that R&D is "complex" and everything else is "simple".
Would it blow your mind if I told you 10yrs ago that we'd have AI that can do math/code better than 99% of humans but ordering a hotdog on doordash would be cutting edge and barely doable?
I don't disagree that "common" tasks are more valuable. I only argue that the argument these are easily automatable is a viewpoint based on ignorance. RPA has been around for over a decade and is not used in many tasks. AI is largely the same, until we get massive unrestriced access to the data for it we will not automate it.
gnulinux
> if I told you 10yrs ago that we'd have AI that can do math/code better than 99% of humans
This not even remotely close to true. Like not even a little bit. I use Cursor and Gemini for work daily and I'd be hard pressed to think AI is a "better" programmer than any professional software engineer. Sure it makes writing code faster and more efficient, because you just click tab and three lines are written for you. It absolutely isn't better than me at coding though.
The claim about math is even more unbelievable than the claim about coding. We still don't have a single theorem proved and published by a LLM without human aid. LLMs barely follow a discussion in basic topology. It's incredibly ridiculous to state they're better than 99% of people. More like 0% of mathematicians and maybe 50% of college freshman.
falcor84
> We still don't have a single theorem proved and published by a LLM without human aid.
I'm pretty sure that by "do math" the parent was referring to applying math, as one would do in the course of other tasks, and not mathematical research, just as by "code" they likely referred to writing code to solve a problem and not to algorithmic research.
And from my experience teaching & tutoring both math and programming at various levels, I would absolutely agree with the claim that AIs like Claude 3.7 Sonnet surpass over 99% of humans at typical short tasks.
It'll probably take some more time until context, memory and tool-use are improved sufficiently to allow AIs to tackle longer-term tasks effectively, but I'm sure it'll get there. And just as an example of progress, there was recently a post about the first "fully AI-generated paper to pass peer review without human edits or interventions" [0].
[0] https://www.rdworldonline.com/sakana-ai-claims-first-fully-a...
istjohn
The top 50% of college freshman math and physics majors is approximately equal to the top 1% of all people.
techpineapple
I realized today while coding with cursor that AI seems to operate exactly the way I intuit it does, which is it acts like a junior engineer who works by copying existing code but doesn’t understand why. For a lot of tasks that works great, I do this a lot as a senior engineer, but I know when not to. you can’t let it run wild, because it doesn’t know when not too.
graemep
> a junior engineer who works by copying existing code but doesn’t understand why
Given the amount of time I have spent fixing code written like this over the years it is not encouraging.
tokai
>10yrs ago [...] ordering a hotdog on doordash would be cutting edge and barely doable?
Online food ordering is a lot older than 15 years.
rchaud
Doordash is not the same as traditional online ordering. DD and all delivery apps are 3rd party middlemen that set their own menu prices and operate separately from the restaurant.
Through this kind of obfuscation, they incentivize the growth of things like ghost kitchens, which are basically faceless factories. Nobody would order from them if they drove by one. but on the apps, they are displayed as standalone restaurants.
falcor84
While I know there have been some issues with working conditions at ghost kitchens, I've also heard tons of horrible stories from regular kitchens, so it's not clearly to me that there's a significant difference on that front.
As for referring to them as "faceless factories", I can't even start to imagine what sentiment that should evoke in me. I don't have an issue buying food products made at actual factories, and have visited quite a few. As such I don't have any issue ordering from a ghost kitchen located in an industrial area that may look like a factory on the outside.
User23
The code that AI is good at currently is exactly common tasks.
Good luck getting it to write a competitive video card driver for Nvidia hardware or anything else that requires actual creative problem solving that isn’t github boilerplate.
spongebobstoes
It's only common among trained experts. For most people, even simple code is astonishingly difficult.
I personally get more value from AI when coding more complex and novel things. Not fully automated, but English has become the most valuable language for me when coding.
Workaccount2
I think this is the blind spot that a lot of tech workers have.
To them, AI is years (decades?) away from being able to produce an Excel clone.
To average people, excel is just a tool to add up columns of numbers. Something AI is readily capable of today.
mirekrusin
So they are arguing which one will get more benefits first - r&d or general automation? What is the point in arguing around it?
Disconnect between progress being done (ie. alphafold) and trying to infer answer from some historic stats on r&d investment, ratios, their past estimated impact etc. is... just weird.
It's also funny that the whole ai itself together with constant breakthroughs is r&d.
godelski
I hate these people that try to argue we don't need R&D. It's extremely short sighted and equivalent to pretending that the ground you stand on is worthless. Without the ground, you literally have nothing to stand on... Talk about pulling yourself up by your bootstraps...
mitjam
It’s a matter of the relative value of types of production factors. Will AI increase or decrease the relative value of human labor compared to machinery, raw materials, and land? Beyond Adam Smith: What about Social, cultural, and Symbolic capital (Pierre Bourdieu). My gut feeling: median relative value of labor down, especially for knowlege worker, Other factors up, including social, symbolic, cultural capital. Being in an in-group protects, eg. in regulated professions. I expect regulations and group-thinking to go up as a protective measure.
stego-tech
It's the Industrial and Agricultural Revolutions all over again. Broad automation of labor will not result in societal uplift, but Capital uplift, absent worker action to enforce equal distribution of gains (like how Unions brought us the 40hr work week and the end of Child Labor w/ the Industrial Revolution). Worse yet, the irrationality of these techbro arguments shows their complete lack of long-term thinking or systems analysis.
They cite "societal disruption" through the wholesale (or significant) replacement of labor via AI, but then shrug off the problem as one for government to solve - governments they own, control, and/or influence. Yet if we take them at their word and they get rid of labor - who the heck do they expect to buy their stuff, and with what income? Capital's plan is very much (Eliminate Labor) + (Continued Sales of Products) = (We Keep All The Money), and I'd like to believe the HN community at the very least can see how that math does not work.
Capital would have to concede to a complete rework of civilization away from consumption and towards a higher goal, but that would entail tearing down the power and wealth structures they benefit from now with no guarantee of a brighter future tomorrow. Plowing ahead with AI while prohibiting any attempts at systemic revolution isn't just irresponsible, it's insane, and I'm tired of having pretend it's not for the sake of a stock price somewhere.
Present systems are incompatible with an AI-dominated future, full stop.
kkaatii
One danger is that, from a macroeconomics view, GDP growth can be attained without any regard for natural unemployment rates. When technology, controlled by capital, drives up markup on wages by displacing human labor and killing competition, then natural unemployment will rise, but the economy can still "thrive," from a statistical perspective. But it is individual persons being ignored by statistics. Indeed a grim future.
stego-tech
> GDP
Your entire argument is why I reject GDP as a reliable measure of economic health (that is to say, I agree with you 100%). It can be a component of it, sure, but as the standalone metric it's relied upon as-is, it's awful. Doesn't capture inflation, doesn't capture real productivity growth, doesn't capture employment rates or labor compensation or income distribution. Heck, GDP is literally an ideal expression of Goodhart's Law: we have built entire systems designed to game a single number that was proposed as a metric of economic health, which no longer makes it a good metric of economic health!
If someone's sole defense is "GDP Up = Good", I do not take their argument seriously - because it isn't.
KoolKat23
Absolutely agree with this article, also there is an astronomical amount of low hanging fruit out there. Areas where the cost/reward calculation have not made sense in the past.
One only has to think of the ubiquity of excel VBA still, and that'd probably still be regarded as fancy for most.
yellowapple
> To be clear, we agree that AIs will eventually outperform humans at nearly all economically valuable activities, and this will lead to a significant acceleration in economic growth.
The (literal) trillion-dollar question, though, is who benefits from this significant acceleration in economic growth? Every major technological revolution, from the Agricultural through the Industrial and into the Digital Revolution, has produced further and further stratification of society. Will this one be the exception?
I can see four ways this can go:
1. We repeat our mistakes, with power concentrating into ever-fewer hands while everyone else enjoys less and less autonomy (at best, in exchange for the bare minimum token quality-of-life improvements to prevent revolts)
2. We learn from our mistakes and achieve the fully-automated luxury gay space communist utopia that techno-optimism has promised us
3. We riot and conduct an anti-automation purge, Butlerian Jihad style
4. We discover that AI wasn't all it's hyped up to be and any AI-driven technological revolution is still a long ways off
I'm hoping for #2. I'm expecting #1 or #4. Society is trending toward #1 or #3.
sublinear
I read bread automation
callamdelaney
Obviously?
The US pays $12,000,000,000,000~ in salaries per year the TAM of automation is, assuming that 10% of work can be automated, $1.2 trillion dollars.
reportgunner
Well yeah 10% of a big number is always going to be a big number, that's how math works.
You can take all the salaries of the world and assume you can automate a percentage of that and you will consistently arrive to a big number.
Does anyone else find techno-optimism really depressing? I guess one for the more common reason that it’s displacing humanity with technology, but the second reason is just you can’t get excited about a hype that is unlikely to manifest.
It feels very ungrounded from tangible benefits to society.