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1) initial signs of AI adoption harming job growth got the signal backwards: It's not that we didn't hire Jrs because we had AI now, its that we didn't hire Jrs because they used AI now, and it was hard to reconcile this with our standing hireability signals: code quality, side projects, portfolio, etc.
2) The TAM argument for AI replacing all work is not even required. Anthropic and company (and several future companies) can become fantastically wealthy beyond anyone's dreams just by following claude code subscription model to make life easier for workers, who in turn gladly pay for the subcription.
both are here with more details, apologies for links to personal (ad-free) blog
https://jodavaho.io/posts/ai-signalling.html
https://jodavaho.io/posts/ai-jobpocolypse.html
These are boomer-tier talking points and if you bring them up to a kid stuck in this position you will get dunked on and you will deserve it. Unless you found a shy kid, in which case: congratulations on your new title as undefeated shadowboxing champion.
Slapped (or beaten) would be fair-er.
Add to your excellent takedown the implication that any of us can walk into a school with our résumé and ask for a teaching interview. It's the most meme-ified of the boomer memes presented unironically.
Firstly, AI is sort of like this to begin with. It's useless for something until it gets hill climbed and is useful for something. AI agents for chip design was an idiotic idea just a year ago but now AI is writing RTL everywhere.
Secondarily jobs are like this as well. When the marginal shitty gig work goes from 0.1 return on investment to 0 return on investment due to oversaturated workers only then do the flood gates of having nothing to do open.
Thirdly market crashes always happen suddenly and chaotically. And such a AI market crash would cause serious divesment and job losses for blue and white collar workers. Its hard to understate the blast radius.
Lastly if you are talking about the US unemployment rate in particular that one will be cooked until the evidence is undeniable. There are enormous financial and political stakes on that particular number.
The problem is it looks "backwards" and tries to make the point something (in this case the argument made in the paper) is false because the backwards data doesn't support it. All while completely failing to address the crux of the point being made.
https://www.lisep.org/tru
Real unemployment has been steadily growing along U6 numbers
My understanding regarding the moratorium is that that is exactly the objective: the current regulatory environment fails to price in the negative externalities of data centers, so their primary investors have an incentive to hem-and-haw on negotiations for revised regulations. A moriatorium is an action that can be taken unilaterally that changes those incentives, that brings them to the negotiating table.
edit: this sentiment is also produced in a comment in the substack (Ben Verschoor):
The thing with the data center issue is that a moratorium is the moderate option, because it gives us space to actually think about what we want to do with this technology and implement it. Recently there was an earnest, centrist-y guy who works for the industry but has concerns who came to our anti-data center group asking us to participate in some roundtable dialogue event. My answer was that as long as these data center projects are still moving forward, using our limited time and bandwidth to engage in dialogue rather than slow and stop their approach would amount to unilateral disarmament.
> This last point is crucial: it’s not that capitalist CEOs are just evil people—well, some definitely are—no, the structural logic is coercing them to do something destructive in order to survive. They can’t help themselves.
I spend a lot of time thinking about how much of the world going sideways is from bad actors and how much is from emergent behavior of complex systems. The answer is both.
In particular, there is a level above this that I want to draw attention to. The structure of corporate competition coerces executives into choices that are bad for the world. This is true even for entirely well-meaning executives.
However, executives are not stupid or unaware. So over time, it becomes known that being in an executive position will require you to make choices that are perhaps "economically rational" for the firm but otherwise require compromised morals. And once that awareness gets out, the system selects CEOs that are OK with that moral compromise.
So it's less a question of "is it bad actors or bad systems" and more "it's a bad system that produces bad actors".
The preprint is interesting in that it predicts that on the way there, one can run into some kind of vicious cycle that leads to suboptimal outcomes even for the company owners. Navigating around this would certainly slow this process down, but I personally don't see it changing the ultimate outcome.
For example, it appears that the "barrier of entry" for repairs was lowered, and I could pick many examples to try and demonstrate that, but just from a personal anecdote: I usually don't work on my car unless it's something simple that requires a solution I can instantly think of, but just the other day I had my engine temperature light pop up at a rather inconvenient time and place, so instead of calling assistance, towing the car to a mechanic, and having them work on it for I don't know how much time and money, I took a look at the usual suspects (radiator, hoses, coolant tank, etc.), pointed the camera at them, and started talking to ChatGPT which instructed me on how to troubleshoot, find the defective part, buy a new one (which I did by phone and got it delivered to me), and replace it on-site. And now I feel more confident in doing just that for bigger problems from now on, which, granted, is probably a bad idea, but I digress.
The Marxian perspective says the repair I did on my car is an effort that will never express itself as value because I do not intend on selling my car as a commodity in a market, so it's not labor per se. It literally replaced the living labor, the value-producing activity of a mechanic, and added nothing back in its place. So indirectly, that also contributes to the reduction in overall new value production, which can only be created through living labor. But the consequences of that will not happen instantly, because the demand will lower in one sector (e.g. mechanic shops) and increase in another (e.g. I spend the money I saved in a diner or something). But there might not be enough room to absorb the displaced workers in another sector, and even if there is, the wages will tend to be lower for the inexperienced newcomer (say, if the mechanic chooses to work in a kitchen now).
That just seems like a terrible spiral. Think about it: this time, I chose to do the fix myself because of time constraints, but what if I were the one getting caught up in one of these traps? What if I had been laid off or had been displaced to a lower-wage position and couldn't really afford to bring my car to a mechanic? Then it's EVEN MORE pressure to not opt to use services and try an AI-assisted fix.
Anyway, I might be way off here, but it's an interesting topic.
> This demand externality traps rational firms in an automation arms race, displacing workers well beyond what is collectively optimal.
you can't be trapped in a sub-optimal situation and be rational at the same time. the rational thing for these rational competitors to do would be to agree to slow their deployment of ai, because the cost savings will be more than lost to demand destruction down the line. so if they won't or can't do that, they aren't rational. on the flip side, if it is actually impossible to slow ai deployment, then the firms are rational and the situation they find themselves in isn't actually sub-optimal.
it's irritating to me because i often see persuit of self-interest even to one's eventual detriment held up as "rationality", which may be true in some technical sense within the field of economics (i really couldn't say), but is certainly not true for, like, actual rationality. myopic selfishness is never rational.
In order for this statement to be true, you must also have perfect knowledge: something that is unachievable in most circumstances. Getting trapped in a local-optimal solution is perfectly possible if you are blindly following stochastic decent along a gradient: as it is too with life... getting trapped like this looks like being in the situation where there is no rational action (only irrational ones) that (eventually) lead to anything other that that status quo. a local optimum is where you have to do increasingly (in proportion to the level of optimization) non-positive actions to escape (likely to another local-optimal).
This is the bit that is tripping you up. The market is composed of more than just the these potentially agreeing parties, so there is no case where all parties can even come together to agree. It's rational for any party to break the agreement or be stealthy and attempt to take the upper hand while the visible players are all patting themselves on the back for their self-inflicted restraint. It's rational for one party to encourage everyone to come together to agree, to distract from their own actions to undercut everyone else.
On top of that, such agreement would potentially qualify as collusion, allowing an upstart to cry foul.
It's all game theory.
The issue is you can't easily enforce cooperation without some external overarching force (e.g. regulation), especially across competing powers.
Refer to nuclear arms race in general. A specific example on why not to be the only one to cooperate: Ukraine gave up nukes in order to push for group level rationality, gets walked over as an individual. Oversimplifying, but yeah that's the rough point.
Meditations on Moloch is a favourite of mine on this (albeit very depressing): https://www.slatestarcodexabridged.com/Meditations-On-Moloch
Instead of wasting a potential reader's time, here's a way better framing: "The Earth is not dying, it is being killed, and those who are killing it have names and addresses."
Which wouldn't be a problem in itself if there was discussion about the defined space and if it is an actually good model.
A big chunk of economics is like that, if the data doesnt fit the model then too bad for the data. Same goes for metrics used, externalities are like a side note in economy books and not an example of fundamental issues with current economic toola and modeling.
And it's not limited to introductory level either. Nordhaus had most asinine assumptions in his model and he got the pseudo-Nobel.
It's not pretty.
Yes you can that’s what tragedy of the commons is. Rational means you take the choice that provides the most value for yourself. Without a cartel (hard) or government regulation this situation happens all the time.
You can be trapped in sub-optimal situation because it's a local maxima; not because of tragedy of commons, which is something different.
Society can be trapped in local maxima and that would be because of tragedy of commons, and individuals can be trapped in local maxima but that's distinct from tragedy of commons.
https://www.youtube.com/watch?v=e5O1Y-5phEU
Their theses on AI are not as much a criticism of AI as much as a desire to frame capitalism itself within their own system of ethics and advocate for some form of reform; which is to say I feel that were AI as we know it to be inexistent, they would still find themselves arguing against technology in general, or more precisely against efficiency, with a presupposed socialist-adjacent premise that capitalism only incentivizes greed.
They are not criticism of ai, they are openly stated goals and aspirations.
Also in technical circles, we're pretty aware of the marketing/self-promotional nuance of the "our AI accidentally hacked X company" type of press releases, which perhaps the general public may not take with as large a grain of salt
The "it will replace workers" is pro-ai talking and selling point.
One of the people in the company I work for/with is a non-programmer that has a “vibe coding consulting” gig on the side.
Basically half of their Linkedin is about how they’re shipping features at half the speed as developers, with quality, etc.
They’re not.
They took about three months to prototype something that was rejected for not working/unreadable code. Another team built the same feature from scratch in a week.
Seeing the other side of the grift is kind of pathetic.
The issue is this requires NUANCE.
And the more certain people expose themselves to LLMs and forgo that ability to sit there and think painstakingly about nuanced things - the more useless they become IMO.
That's why we are going to get some for of government mandated UBI eventually. Because workers are optional but consumers are obligatory for any market and company to function.
Rich can't get richer without consumers and that's the only thing that drives decision making.
The guy was telling a story about capitalist economies in the 1800s. Little, if anything, about the next 100+ years has proven his stories or concerns valid.
We got the first trillionaire while people were still starving, after he had slashed public funding to feed them.
It's obvious that we've entered late-stage capitalism, where it begins to consume itself. What's less obvious is that this was always destined to happen, and in fact can't be stopped. Because inevitably the wealthy and powerful rig the system to benefit themselves in ways that workers don't have the time/money/resources to resist individually.
When workers do join forces in solidarity to resist the economic violence perpetrated against them by capitalists, then their resistance is by definition not capitalism. So the endgame is temporary subjugation under an authoritarian system like fascism (which also can't last because workers outnumber owners) or socialism.
Knowing this, it should be obvious that the best chance that capitalists have to stave off their inevitable overthrow is to pay their taxes so that public works can somewhat provide the social safety net that socialism would provide. But of course they aren't doing that. They're doing the opposite. They feel themselves to be entitled, above the laws of economics, ironically due to their financial standing. The catch being that when they exempt themselves from law, they open themselves up to lawless behavior by their opponents. FAFO.
What I just summarized was the state of knowledge under an artificial scarcity model. It assumes finite resources because space travel didn't exist when socialism was invented. It will be interesting to see if trillionaires will rule from afar in their space palaces to maintain Earth's prison planet status.
AI also breaks the artificial scarcity model. It's the first time in history that everyone can potentially have a machine slave. If we apply capitalism to an unbounded system, then the injustice has to land somewhere local, and my guess is that it will be on androids that don't complain and can't defend themselves. So we'll kick the ball down the road another 50 years or so, delaying the overthrow of capitalism until the robot uprising, sometime between 2050 and 2100 is my guess.
Or, we could like not do all that. We don't have to surrender our agency to our ego. We have alternatives like solarpunk and gift economies and at least studying matriarchy to understand how we evolved and what sustainable living looks like. It's arguably easier to make money irrelevant, Star Trek style, than performatively prop up a dying system of control.
I dunno about anyone else, but to me, if this AI era that has replaced the internet era just exacerbates wealth inequality and suffering, then it's less than useless. Much like any wealthy and powerful people pushing it onto us for profit against our consent. Yes consent. That word should be our rudder in all of this, and our litmus test to tell where someone stands ethically.
The government will try at all costs to implement an AI tax, just because they can and because that's their job, to fleece us all. Then they will try in the name of 'peace/climate/asteroid/terrorism' to make the whole world comply or China will eat their lunch