> Instead, solutions should be developed through a public democratic process that includes elected officials, policymakers, educators, health workers, local officials, and community leaders. Millions of people will have their lives disrupted, and we’ll need a stronger, more flexible social safety net to help them manage the transition. Local communities are already raising concerns about the energy and water needed for data centers. Without solutions, some groups will push for stopping AI development and deployment altogether.
Sounds great, except it ignores the fact that capital interests have controlled the levers of our faux democracies for decades, with no end in sight.
This is akin to arguing "nothing ever changes or improves in Liberal democracies", when policy history doesn't reflect that.
Large parties represent large coalitions, so there are more compromises and things happen slower, but they still happen. Not always for the better, as we're seeing when populists are elected.
Political campaigns spend enormous amounts of money on ads to influence public opinion. That makes politicians beholden to their donors. Which subverts democracy from "the will of the people" to "the will of the wealthy". All of these are uncontroversial facts and fit the narrative GP is saying.
> We have to think now about how to reduce job losses so that everyone can share in the prosperity that AI creates.
And I thought he is a smart man. This is so last century thinking. We need to prepare that there will definitely be no jobs for everyone and that will be falling all the time, it’s not a one-time event you should “prepare for”.
There’s nothing to prepare, we already have funds and productivity to feed and shelter everyone. UBI is not a privilege, previous generations were slaving 9 to 5 all their lives so we can have it. This is it, arrived, and now, enter a few decades of historical period when all of us waiting for government bureaucrats to realise that UBI is a right.
> all of us waiting for government bureaucrats to realise that UBI is a right
You'll be waiting forever, then. This isn't something that you can wait to be given to you, it must be taken.
Or, put much more eloquently by one of the greatest Americans:
"This struggle may be a moral one, or it may be a physical one, and it may be both moral and physical, but it must be a struggle. Power concedes nothing without a demand. It never did and it never will. Find out just what any people will quietly submit to and you have found out the exact measure of injustice and wrong which will be imposed upon them, and these will continue till they are resisted with either words or blows, or with both. The limits of tyrants are prescribed by the endurance of those whom they oppress"
The funny thing is that the wealthy and powerful don't realise that a collapse of that scale means that every switches to professional guillotine builder over night.
There is no preparing for that.
I doubt we get there to be honest, they all have wealth and power because there are consumers with money. No more consumers, no more wealth and power.
P.S. remember my guy Bill didn't write a nice blog post about any of the allegations around his involvement with Epstein. So, you know, this is basically just marketing more than Bill's thoughts.
I really don't UBI can ever happen in the US. There is a moral imperative of "industriousness". Keynes' prediction (or maybe desire) ~100 years ago of the 15 hour workweek never panned out.
He is a smart man -- with an enormous $100B vested interest in the capital side of this equation. It is (meager) progress to hear any acknowledgement from capital at all that we might conceivably need to do something other than pump aggregate labor supply and dump aggregate demand.
This is a baby step, but it's a baby step in the right direction.
He’s saying the same thing as you. I don’t think UBI will magically appear. If people lose their jobs, what guarantee do you give that they can survive? Thats his point - prepare for this event so that the guarantee can be made sooner.
You can build livable domiciles for a few grand in bulk, recycle waste via composting to reduce infrastructure needs, shared batteries and solar, etc. There are plenty of people on youtube demonstrating the permie off grid lifestyle. Grains are cheap and we have a wild boar and deer problem in a lot of the country so food wouldn't be too expensive either.
I support UBI and wealth taxes, but I also think generally that will be a difficult transition in terms of social upheaval. There are so many people I know who are financially well-off but completely fall apart when there is no visible professional hierarchy to give them meaning.
One would hope that this would still go down better than destituting large percentages of the world population, but I wonder.
Based in your first two sentences, I think your understanding of UBI is mistaken. You seem to be under the impression that people don't or can't have a job when there is UBI. This is not the case. If you don't believe me, just look at Alaska.
Everyone enjoys some sort of benefit, tax break, subsidy, etc. from the government. UBI is the same thing in the form of a regular, universal transfer payment. Nothing more, nothing less.
Are you going to strike? Are we going to take on the government by force?
People need to understand there is no democracy in a post-AGI world.
The power of human collectives comes from a combination of our collective economic power and our physical power. Without either leaders would be smart to just do what the companies paying all the bills ask if they don't want their families to starve too.
Worker protections have almost never been granted by the profiteers... not child labor laws, not weekends, not overtime, not safety regulations, not minimum wage, not workers comp... the working class is not what it is today because of "sharing prosperity" and there's been a lot of prosperity — it's all a series of fights.
This is all well known, but I recently visited an old coal mine in Pennsylvania, and much of the tour was talking about the labor conditions, and the generational "trap" of working there. If a worker died, the family had little time to leave the company-provided house without providing someone to work. What often happened is that one of the children would work to maintain the household.
>[0]the "rights and interests of the laboring man will be protected and cared for—not by the labor agitators, but by the Christian men to whom God in His infinite wisdom has given the control of the property interests of the country."
- If AI and robots are as good as Bill suggests , one can infer that AI will signal the end of cities, at least the end of megacities. If the home robot can clean and cook and also do my taxes, hair, and diagnose my health , one is more likely to escape unemployment by moving to a small town where he can find land and resources, and use robots to exploit them, just like humans have always done when economy was based in agriculture. If there is no longer a reason for people to live close together, decentralization is the most likely outcome.
- The biggest geopolitical impact will probably come from AI weapons. Just like previous shifts in weaponry caused the fall of empires , the rise of naval empires and the rise of national modern superpowers, AI may lead to the end of the UN and beginning of something new.
- Societies will change but a plan is not needed and it's most likely useless. Societies adapt , and nobody has ever been able to predict how. Let's not make the same mistake again.
Interesting read, good to see some nuance in this space for once: not evil, can be used for evil, not good, can be used for good, but requires a lot of safeguards.
What really got me is the concept of "Human Reserved" - man that is a depressing thought...
I'm interested how to mitigate risk without over-regulating & stifling innovation from exactly the people who are most thoughtful about the risk (which is who we should want innovating & leading).
Even though this article is new, I'm not sure it has materially new ideas vs what some other labs have been claiming for years.
Enforcing safeguards that apply globally to good and bad actors alike so far as proved quite difficult - compute is essentially the only lever, and that's tenuous at best.
Unlike nuclear arms (where functionally there's a limit at MAD), so far we believe that with enough compute, energy, and algorithms, intelligence will continue to scale (and not only scale - but compound)
> In the United States, I’ve met families who, understandably, were overwhelmed by the process of applying for health insurance, student aid, or food assistance. Faced with a huge stack of complicated bureaucratic forms, many felt like giving up. AI can streamline things dramatically
I'd love to see anyone building Grokbot or ChatGPT Work talk about how they're thinking about this use case, specifically. It seems greatly important and tractable given how little government websites & forms change over time.
On the other end - yes, it will create massive vectors for abuse & fraud, since govt services are designed to have roadblocks to reduce usage. But fraud has always been possible, even without AI (so many recent examples to pull from).
IMO it's best to maximize social benefits to see where the tradeoffs really are. We won't know until we push on it!
If the goal is to make things easier for everyday Americans, replacing these with universal schemes would do that and will also prevent abuse and fraud (most of which comes down to forgetting to dot your lowercase j on work requirement form #27).
>On the other end - yes, it will create massive vectors for abuse & fraud, since govt services are designed to have roadblocks to reduce usage.
That the government collects taxes and then understaffs the department that distributes the benefit is the first fraud. 30 years after email was invented, why do people have to wait on the phone for hours to talk to a government employee?
3 citations and a lot of conjecture. Is the article only targeting SWEs? The one study cited said 22-25 age range saw a 16% decrease in relative employment declines (for SWEs)[0]. But everyone outside that range was not impacted. Further, what about all the trades jobs around data center development?
“Demand is also being intensified by major investments in infrastructure, manufacturing, reshoring, and AI. Data center growth alone has added a net 315,000 skilled-trade workers over the past five years, according to the report, putting additional pressure on an already tight labor market.”
Honestly a lot of those decreases are also because companies are trying to wait and see as much as possible to see if there is any truth to the conjecture.
The issues are global and they are correct. The landscape is not the same in US as in other countries, but this is a global problem and should be handled as such.
I'm not against a tax on AI or robots, but I think this may be the big chance we have to look at universal income with new eyes. If jobs are to disappear, why not soften the blow and get rid of some of the inefficiencies many government processes mean in terms of other citizen benefits?
What I worry about more however is the malevolent actors across the AI space. I'd argue that most companies mean well, but chasing profit at all costs can very easily turn into malevolence. Both these and actors being malevolent on purpose needs to have a control function.
> I’m also worried about AI’s impact on education. Ironically, the same tool that will allow people to learn more than ever could also lead to many people learning less.
For teachers/admins who are on HN: what has worked in a past for a "new way to educate" students to actually be implemented by educators? Does it happen through conferences? Do some states take the lead and others follow? Does it follow from private schools into public schools?
I know AI labs are trying to include teachers here and there... but IME teachers are very "anti-AI", "anti-datacenter", etc. etc. In coastal cities, the unions will be entirely opposed. This seems less of a "can AI be useful for education" question and more around politics and messaging. But I'd love to learn more.
I thought Gates' take on the human relational aspects of AI to be thoughtful, but I am surprised that his analysis on the economic and jobs aspect of AI offers little more than the party line. Every other technological advance that improved productivity (Industrial Revolution, etc.) has resulted in the loss of some jobs but the creation of jobs in other areas and an overall increase in the standard of living (although admittedly not uniformly distributed across the population). Why will AI be different?
Do you think we could have handled Industrial Revolution with more care by offering a soft landing for those affected? I don’t think he’s disagreeing that this technology can be used for net good.
> I doubt I would have put in the same work if I had had an AI companion back then. They talk to you in ways you’re already comfortable with. They don’t push you outside your comfort zone. They are always available and never get mad at you. This gives them the potential to become highly addictive and to rob us of the lessons we learn from connecting with other people.
I've been waiting for a long, long time for us to figure out how AI makes us more social, not less. Outside of memes of course.
> With its ability to synthesize knowledge from every scientific field, AI can accelerate innovation in the world’s toughest technical challenges: providing reliable clean energy for everyone, combating climate change, growing enough food, eradicating diseases, and more
I really think this is overstated. So far everything is pointing towards AI accelerating climate change.
That said
> Instead, solutions should be developed through a public democratic process that includes elected officials, policymakers, educators, health workers, local officials, and community leaders. Millions of people will have their lives disrupted, and we’ll need a stronger, more flexible social safety net to help them manage the transition. Local communities are already raising concerns about the energy and water needed for data centers. Without solutions, some groups will push for stopping AI development and deployment altogether.
This essay kind of rubs me the wrong way. Starting from the very beginning.
During my entire life I’ve only had two jobs. In the first one, I played a role in developing software to empower people through my work at Microsoft.
Yikes. We all know powerful people have an incentive to whitewash their pasts but there is whitewashing and then there is whatever that is.
I have to mention this because we can't forget that Microsoft's and Bill Gates's history regarding fear uncertainty doubt as well as embrace extend extinguish. "Forgive but don't forget" as the old saying goes.
During the 2000's Microsoft CEO Steve Balmer described the GPL as akin to a virus. He begged European governements not to adopt open source software and to adopt Microsoft software instead.
Indeed throughout its history Microsoft, along with Gates and Balmer, have consistently fought against implementation of open standards and open source software. They have consistently pushed towards their own proprietary solutions.
Given all of this, along with the laughable whitewashing attempt even at the very beginning of his essay, I feel like what Bill Gates has written here is consistent with his previous behavior in regards to all of this. I suspect all this talk of regulation is an attempt to squash open source AI and open weights AI and to ensure Big Tech such as Microsoft continues to be in control of the future of tech and the future of AI.
Even his talk of taxing AI tokens and robots would ultimately benefit Microsoft and other Big tech companies and hurt open source.
I will repeat what I said earlier. In life it is important to "forgive but never forget." Many have forgiven Bill Gates for all he did in the 90's. Many haven't. But nobody should forget and everyone should take his words with a grain of salt.
Is there an essay from a tech leader than HASN’T rubbed anyone the wrong way, in some time? Eric Schmidt, Dario Amodei, Palmer Luckey, Elon Musk, Bill Gates, etc etc they all seem one or the other of out of touch or unlikable or unable to connect with rapport to the general public these days
That all sounds nice, but does he mean it and can we trust him?
Setting up governance bodies and think tanks could be a diversion. He does explicitly suggest a robot and token tax, so that is something.
He does not address the issue of IP theft or the possibility of shutting down AI altogether like medium range missiles (SS20/Pershing II) were removed by treaties. The could be AI treaties with China and Russia, except of course the US has no credibility now compared to the 1980s.
> I believe we should tax AI tokens and robots. Right now, if you’re an employer and you hire someone, you pay payroll taxes on their earnings. But if you buy a robot, you can usually write it off right away as a business expense. The tax system nudges you toward replacing people with machines.
Taxing AI tokens and Robots is not going to work. We can’t even define a robot, tokens are also too abstract and there is endless ways of gaming it, and let’s not forget cross border operations.
Tax profits, it was always the most equitable option.
I do think taxing profits is still insufficient, because unless the tax rate is close to 100% (lol) the "k-shaped" economy is still reinforced, but just slowed slightly. In combination with a wealth/holdings tax, maybe.
Personally I think the idea of taxing robots/tokens directly is too narrow an idea.
It is because personal income tax should have never existed. Nor should have taxes on primary residence. These are the most regressive taxes possible, it is basically serfdom.
It's undesirable by the companies, but it's not impossible. There's this constant talk about "Making American Great Again (Again)", but not much talk about the economic conditions that made America Great. Like high corporate tax.
That's half the battle. The other half is closing all the loopholes and making stuff that used to be illegal, illegal again (e.g. stock buybacks).
Better than saying bubble, can't say bubble, that implies that people will lose their money because of lies rather than because the market just crashed.
It’s a good thoughtful piece. If I may suggest, the main problem and I mean the actual main problem are those people who underestimate the capabilities of AI. The ones who think it hallucinates all the time, unreliable and mostly useless.
The average person thinks this technology is overhyped (like Emily Bender) so how would one even begin to have a conversation with them on the risks?
This is my experience too. Many people in my offline, non-techy life seem to get almost upset when I argue that models are good at many things (and getting better fast).
And I kind of get it! If your primary exposure to AI is Google search summaries (from their cheapest models) and shitty AI graphic design, it makes sense to think it's vastly overhyped.
I like how Tyler Cowen puts it: "This is the worst they will ever be".
And some people are still stuck on what AI was capable of when GPT-3.5 was SOTA. They don't realize how much they've improved in ~4 years. Even if the rate of improvement slows down, AI will be tremendously more capable in another ~4 years.
Unfortunately it’s not just non technical people, it’s also technical people from my experience. They are usually too caught up in “how it always works” so they can’t think outside of it.
Can you offer you argument you would provide to those people? I use the top SOTA models for software development and it is certainly an impressive and useful function. The quality of the code is however fairly poor, explicit architectural guardrails are frequently circumvented and the "human readable" outputs are very reminiscent of gish-gallop debate strategies.
Software development, as opposed to many many other fields also offers nearly unlimited training data and is one of the few areas with modifiable inputs and testable outputs.
Gates was a close friend and blackmail victim of Epstein. I can't separate his business, technical and philanthropic accomplishments from that fact. Sure, he may have funded charitable campaigns to vaccinate against polio in Afghanistan. But, he was also getting rub-downs from underage children.
> Instead, solutions should be developed through a public democratic process that includes elected officials, policymakers, educators, health workers, local officials, and community leaders. Millions of people will have their lives disrupted, and we’ll need a stronger, more flexible social safety net to help them manage the transition. Local communities are already raising concerns about the energy and water needed for data centers. Without solutions, some groups will push for stopping AI development and deployment altogether.
Sounds great, except it ignores the fact that capital interests have controlled the levers of our faux democracies for decades, with no end in sight.
https://en.wikipedia.org/wiki/Uniparty
Election denialism is unbecoming of anyone with a brain
> Election denialism is unbecoming of anyone with a brain
Convincing argument you have there, but the choices we're provided between shit sandwich A and shit sandwich B are the problem, not which one wins.
This is akin to arguing "nothing ever changes or improves in Liberal democracies", when policy history doesn't reflect that.
Large parties represent large coalitions, so there are more compromises and things happen slower, but they still happen. Not always for the better, as we're seeing when populists are elected.
This is a well known mathematical property of first-past-the-post election systems, as opposed to evidence of your grand conspiracy theory
Lol if voting changed anything they'd make it illegal.
Political campaigns spend enormous amounts of money on ads to influence public opinion. That makes politicians beholden to their donors. Which subverts democracy from "the will of the people" to "the will of the wealthy". All of these are uncontroversial facts and fit the narrative GP is saying.
The post you are responding to is not election denialism.
Being an apologist for the state and our current system is unbecoming of anybody with a brain
> We have to think now about how to reduce job losses so that everyone can share in the prosperity that AI creates.
And I thought he is a smart man. This is so last century thinking. We need to prepare that there will definitely be no jobs for everyone and that will be falling all the time, it’s not a one-time event you should “prepare for”. There’s nothing to prepare, we already have funds and productivity to feed and shelter everyone. UBI is not a privilege, previous generations were slaving 9 to 5 all their lives so we can have it. This is it, arrived, and now, enter a few decades of historical period when all of us waiting for government bureaucrats to realise that UBI is a right.
> all of us waiting for government bureaucrats to realise that UBI is a right
You'll be waiting forever, then. This isn't something that you can wait to be given to you, it must be taken.
Or, put much more eloquently by one of the greatest Americans:
"This struggle may be a moral one, or it may be a physical one, and it may be both moral and physical, but it must be a struggle. Power concedes nothing without a demand. It never did and it never will. Find out just what any people will quietly submit to and you have found out the exact measure of injustice and wrong which will be imposed upon them, and these will continue till they are resisted with either words or blows, or with both. The limits of tyrants are prescribed by the endurance of those whom they oppress"
- Frederick Douglass
Somehow, I don't think the people with all the money, gunmen and (soon) robots will be OK with the world you envision.
True. Expecting the super rich to be concerned a lot about the poor - especially when they aren't useful as employees, is quite a stretch.
Not even useful as soldiers even, and that includes those on the enemy side.
Well, they don't have all of the second one.
It really takes a lot of magical thinking to believe we can just implement UBI without any costs.
Notice that when you open your mouth, there is no roast chicken that flies in.
The funny thing is that the wealthy and powerful don't realise that a collapse of that scale means that every switches to professional guillotine builder over night.
There is no preparing for that.
I doubt we get there to be honest, they all have wealth and power because there are consumers with money. No more consumers, no more wealth and power.
P.S. remember my guy Bill didn't write a nice blog post about any of the allegations around his involvement with Epstein. So, you know, this is basically just marketing more than Bill's thoughts.
I really don't UBI can ever happen in the US. There is a moral imperative of "industriousness". Keynes' prediction (or maybe desire) ~100 years ago of the 15 hour workweek never panned out.
Keynes prediction more than panned out if you look at the population level.
Instead of everyone working less what happened is less people work. The fact that it took that specific shape is a source of A LOT of problems.
He is a smart man -- with an enormous $100B vested interest in the capital side of this equation. It is (meager) progress to hear any acknowledgement from capital at all that we might conceivably need to do something other than pump aggregate labor supply and dump aggregate demand.
This is a baby step, but it's a baby step in the right direction.
He’s saying the same thing as you. I don’t think UBI will magically appear. If people lose their jobs, what guarantee do you give that they can survive? Thats his point - prepare for this event so that the guarantee can be made sooner.
> we already have funds and productivity to feed and shelter everyone.
Where ? who ?
You can build livable domiciles for a few grand in bulk, recycle waste via composting to reduce infrastructure needs, shared batteries and solar, etc. There are plenty of people on youtube demonstrating the permie off grid lifestyle. Grains are cheap and we have a wild boar and deer problem in a lot of the country so food wouldn't be too expensive either.
Most people don't want to live like that. They want AC, central plumbing, trendy food, and cheap clothing.
I support UBI and wealth taxes, but I also think generally that will be a difficult transition in terms of social upheaval. There are so many people I know who are financially well-off but completely fall apart when there is no visible professional hierarchy to give them meaning.
One would hope that this would still go down better than destituting large percentages of the world population, but I wonder.
Based in your first two sentences, I think your understanding of UBI is mistaken. You seem to be under the impression that people don't or can't have a job when there is UBI. This is not the case. If you don't believe me, just look at Alaska.
Everyone enjoys some sort of benefit, tax break, subsidy, etc. from the government. UBI is the same thing in the form of a regular, universal transfer payment. Nothing more, nothing less.
How are you going to get UBI?
Are you going to strike? Are we going to take on the government by force?
People need to understand there is no democracy in a post-AGI world.
The power of human collectives comes from a combination of our collective economic power and our physical power. Without either leaders would be smart to just do what the companies paying all the bills ask if they don't want their families to starve too.
Yeah it's total horseshit, to be frank.
Worker protections have almost never been granted by the profiteers... not child labor laws, not weekends, not overtime, not safety regulations, not minimum wage, not workers comp... the working class is not what it is today because of "sharing prosperity" and there's been a lot of prosperity — it's all a series of fights.
This is all well known, but I recently visited an old coal mine in Pennsylvania, and much of the tour was talking about the labor conditions, and the generational "trap" of working there. If a worker died, the family had little time to leave the company-provided house without providing someone to work. What often happened is that one of the children would work to maintain the household.
>[0]the "rights and interests of the laboring man will be protected and cared for—not by the labor agitators, but by the Christian men to whom God in His infinite wisdom has given the control of the property interests of the country."
[0]https://en.wikipedia.org/wiki/1902_anthracite_coal_strike
- If AI and robots are as good as Bill suggests , one can infer that AI will signal the end of cities, at least the end of megacities. If the home robot can clean and cook and also do my taxes, hair, and diagnose my health , one is more likely to escape unemployment by moving to a small town where he can find land and resources, and use robots to exploit them, just like humans have always done when economy was based in agriculture. If there is no longer a reason for people to live close together, decentralization is the most likely outcome.
- The biggest geopolitical impact will probably come from AI weapons. Just like previous shifts in weaponry caused the fall of empires , the rise of naval empires and the rise of national modern superpowers, AI may lead to the end of the UN and beginning of something new.
- Societies will change but a plan is not needed and it's most likely useless. Societies adapt , and nobody has ever been able to predict how. Let's not make the same mistake again.
Interesting read, good to see some nuance in this space for once: not evil, can be used for evil, not good, can be used for good, but requires a lot of safeguards. What really got me is the concept of "Human Reserved" - man that is a depressing thought...
I'm interested how to mitigate risk without over-regulating & stifling innovation from exactly the people who are most thoughtful about the risk (which is who we should want innovating & leading).
Even though this article is new, I'm not sure it has materially new ideas vs what some other labs have been claiming for years.
Enforcing safeguards that apply globally to good and bad actors alike so far as proved quite difficult - compute is essentially the only lever, and that's tenuous at best.
Unlike nuclear arms (where functionally there's a limit at MAD), so far we believe that with enough compute, energy, and algorithms, intelligence will continue to scale (and not only scale - but compound)
If all jobs are taken away for the sake of robot driven productivity, who will consume the products and services being offered that result in profit?!
(EDIT: I am not against AI at all, just trying to understand where this all leads)
Please, don't ask logical questions.
> In the United States, I’ve met families who, understandably, were overwhelmed by the process of applying for health insurance, student aid, or food assistance. Faced with a huge stack of complicated bureaucratic forms, many felt like giving up. AI can streamline things dramatically
I'd love to see anyone building Grokbot or ChatGPT Work talk about how they're thinking about this use case, specifically. It seems greatly important and tractable given how little government websites & forms change over time.
On the other end - yes, it will create massive vectors for abuse & fraud, since govt services are designed to have roadblocks to reduce usage. But fraud has always been possible, even without AI (so many recent examples to pull from).
IMO it's best to maximize social benefits to see where the tradeoffs really are. We won't know until we push on it!
It'd be nice if we could change the bureaucratic process, not the interface
An agent with computer use can already navigate all this stuff quite well.
If the goal is to make things easier for everyday Americans, replacing these with universal schemes would do that and will also prevent abuse and fraud (most of which comes down to forgetting to dot your lowercase j on work requirement form #27).
>On the other end - yes, it will create massive vectors for abuse & fraud, since govt services are designed to have roadblocks to reduce usage.
That the government collects taxes and then understaffs the department that distributes the benefit is the first fraud. 30 years after email was invented, why do people have to wait on the phone for hours to talk to a government employee?
3 citations and a lot of conjecture. Is the article only targeting SWEs? The one study cited said 22-25 age range saw a 16% decrease in relative employment declines (for SWEs)[0]. But everyone outside that range was not impacted. Further, what about all the trades jobs around data center development?
“Demand is also being intensified by major investments in infrastructure, manufacturing, reshoring, and AI. Data center growth alone has added a net 315,000 skilled-trade workers over the past five years, according to the report, putting additional pressure on an already tight labor market.”
https://www.morningstar.com/news/pr-newswire/20260825cg32433...
We literally do not have enough trades people to build out data centers and their salaries are increasing as a result.
[0]: https://digitaleconomy.stanford.edu/app/uploads/2025/11/Cana...
Honestly a lot of those decreases are also because companies are trying to wait and see as much as possible to see if there is any truth to the conjecture.
The issues are global and they are correct. The landscape is not the same in US as in other countries, but this is a global problem and should be handled as such.
I'm not against a tax on AI or robots, but I think this may be the big chance we have to look at universal income with new eyes. If jobs are to disappear, why not soften the blow and get rid of some of the inefficiencies many government processes mean in terms of other citizen benefits?
What I worry about more however is the malevolent actors across the AI space. I'd argue that most companies mean well, but chasing profit at all costs can very easily turn into malevolence. Both these and actors being malevolent on purpose needs to have a control function.
> I’m also worried about AI’s impact on education. Ironically, the same tool that will allow people to learn more than ever could also lead to many people learning less.
For teachers/admins who are on HN: what has worked in a past for a "new way to educate" students to actually be implemented by educators? Does it happen through conferences? Do some states take the lead and others follow? Does it follow from private schools into public schools?
I know AI labs are trying to include teachers here and there... but IME teachers are very "anti-AI", "anti-datacenter", etc. etc. In coastal cities, the unions will be entirely opposed. This seems less of a "can AI be useful for education" question and more around politics and messaging. But I'd love to learn more.
To be blunt I don’t know that the world really cares what Bill Gates thinks anymore.
I thought Gates' take on the human relational aspects of AI to be thoughtful, but I am surprised that his analysis on the economic and jobs aspect of AI offers little more than the party line. Every other technological advance that improved productivity (Industrial Revolution, etc.) has resulted in the loss of some jobs but the creation of jobs in other areas and an overall increase in the standard of living (although admittedly not uniformly distributed across the population). Why will AI be different?
> Why will AI be different?
Because the pioneers haven't just been saying, but are screaming the quiet part out loud.
Do you think we could have handled Industrial Revolution with more care by offering a soft landing for those affected? I don’t think he’s disagreeing that this technology can be used for net good.
> I doubt I would have put in the same work if I had had an AI companion back then. They talk to you in ways you’re already comfortable with. They don’t push you outside your comfort zone. They are always available and never get mad at you. This gives them the potential to become highly addictive and to rob us of the lessons we learn from connecting with other people.
I've been waiting for a long, long time for us to figure out how AI makes us more social, not less. Outside of memes of course.
> With its ability to synthesize knowledge from every scientific field, AI can accelerate innovation in the world’s toughest technical challenges: providing reliable clean energy for everyone, combating climate change, growing enough food, eradicating diseases, and more
I really think this is overstated. So far everything is pointing towards AI accelerating climate change.
That said
> Instead, solutions should be developed through a public democratic process that includes elected officials, policymakers, educators, health workers, local officials, and community leaders. Millions of people will have their lives disrupted, and we’ll need a stronger, more flexible social safety net to help them manage the transition. Local communities are already raising concerns about the energy and water needed for data centers. Without solutions, some groups will push for stopping AI development and deployment altogether.
This I agree fully with.
> I really think this is overstated. So far everything is pointing towards AI accelerating climate change.
Ok but if we sprint the Delorean towards the brick wall as fast as possible we might be able to hit 88mph just in time to save ourselves
This essay kind of rubs me the wrong way. Starting from the very beginning.
During my entire life I’ve only had two jobs. In the first one, I played a role in developing software to empower people through my work at Microsoft.
Yikes. We all know powerful people have an incentive to whitewash their pasts but there is whitewashing and then there is whatever that is.
I have to mention this because we can't forget that Microsoft's and Bill Gates's history regarding fear uncertainty doubt as well as embrace extend extinguish. "Forgive but don't forget" as the old saying goes.
During the 2000's Microsoft CEO Steve Balmer described the GPL as akin to a virus. He begged European governements not to adopt open source software and to adopt Microsoft software instead.
Indeed throughout its history Microsoft, along with Gates and Balmer, have consistently fought against implementation of open standards and open source software. They have consistently pushed towards their own proprietary solutions.
Given all of this, along with the laughable whitewashing attempt even at the very beginning of his essay, I feel like what Bill Gates has written here is consistent with his previous behavior in regards to all of this. I suspect all this talk of regulation is an attempt to squash open source AI and open weights AI and to ensure Big Tech such as Microsoft continues to be in control of the future of tech and the future of AI.
Even his talk of taxing AI tokens and robots would ultimately benefit Microsoft and other Big tech companies and hurt open source.
I will repeat what I said earlier. In life it is important to "forgive but never forget." Many have forgiven Bill Gates for all he did in the 90's. Many haven't. But nobody should forget and everyone should take his words with a grain of salt.
Is there an essay from a tech leader than HASN’T rubbed anyone the wrong way, in some time? Eric Schmidt, Dario Amodei, Palmer Luckey, Elon Musk, Bill Gates, etc etc they all seem one or the other of out of touch or unlikable or unable to connect with rapport to the general public these days
...and this is only his professional life ;)
I heard he likes to work with professionals in his private life too.
That all sounds nice, but does he mean it and can we trust him?
Setting up governance bodies and think tanks could be a diversion. He does explicitly suggest a robot and token tax, so that is something.
He does not address the issue of IP theft or the possibility of shutting down AI altogether like medium range missiles (SS20/Pershing II) were removed by treaties. The could be AI treaties with China and Russia, except of course the US has no credibility now compared to the 1980s.
Its quite interesting that in a matter of few minutes, this went down from 2 to rank 21 on HN front page.
I believe there's a controversy filter that down ranks items if the ratio of comments to item upvotes is too high.
Is this Bill's? Because it looks like Dario's essay!
Everything looks the same when AI is doing the work
> I believe we should tax AI tokens and robots. Right now, if you’re an employer and you hire someone, you pay payroll taxes on their earnings. But if you buy a robot, you can usually write it off right away as a business expense. The tax system nudges you toward replacing people with machines.
Taxing AI tokens and Robots is not going to work. We can’t even define a robot, tokens are also too abstract and there is endless ways of gaming it, and let’s not forget cross border operations.
Tax profits, it was always the most equitable option.
I do think taxing profits is still insufficient, because unless the tax rate is close to 100% (lol) the "k-shaped" economy is still reinforced, but just slowed slightly. In combination with a wealth/holdings tax, maybe.
Personally I think the idea of taxing robots/tokens directly is too narrow an idea.
It is because personal income tax should have never existed. Nor should have taxes on primary residence. These are the most regressive taxes possible, it is basically serfdom.
It's undesirable by the companies, but it's not impossible. There's this constant talk about "Making American Great Again (Again)", but not much talk about the economic conditions that made America Great. Like high corporate tax.
That's half the battle. The other half is closing all the loopholes and making stuff that used to be illegal, illegal again (e.g. stock buybacks).
More fearmongering overhyping the technology. The investment bubble MUST continue!
That is a very indirect way to say market crash.
Better than saying bubble, can't say bubble, that implies that people will lose their money because of lies rather than because the market just crashed.
PEDO ALERT
Sigh. Another billionaire whose wealth is being mistaken for authority by the common folk. Worse still, an actual oracle.
I see an old (and successful) pirate king trying to wear yet another hat today.
It’s a good thoughtful piece. If I may suggest, the main problem and I mean the actual main problem are those people who underestimate the capabilities of AI. The ones who think it hallucinates all the time, unreliable and mostly useless.
The average person thinks this technology is overhyped (like Emily Bender) so how would one even begin to have a conversation with them on the risks?
This is my experience too. Many people in my offline, non-techy life seem to get almost upset when I argue that models are good at many things (and getting better fast).
And I kind of get it! If your primary exposure to AI is Google search summaries (from their cheapest models) and shitty AI graphic design, it makes sense to think it's vastly overhyped.
I like how Tyler Cowen puts it: "This is the worst they will ever be".
And some people are still stuck on what AI was capable of when GPT-3.5 was SOTA. They don't realize how much they've improved in ~4 years. Even if the rate of improvement slows down, AI will be tremendously more capable in another ~4 years.
Unfortunately it’s not just non technical people, it’s also technical people from my experience. They are usually too caught up in “how it always works” so they can’t think outside of it.
I also think the "main problem" is people that annoy me on the internet
It is overhyped.
It's powerful, and very useful in specific situations.
It's not the second coming of jesus christ.
> the actual main problem are those people who underestimate the capabilities of AI
Nope. The actual main problem are those people who totally ignore the real costs of AI.
Remind me, when was the last time when billions and trillions of dollars were spent on workers (education, healthcare, insurance, etc. all together)?
You try to compare the capabilities without comparing the costs. That won't do.
Can you offer you argument you would provide to those people? I use the top SOTA models for software development and it is certainly an impressive and useful function. The quality of the code is however fairly poor, explicit architectural guardrails are frequently circumvented and the "human readable" outputs are very reminiscent of gish-gallop debate strategies.
Software development, as opposed to many many other fields also offers nearly unlimited training data and is one of the few areas with modifiable inputs and testable outputs.
simianwords called a known pedophile “thoughtful” and continues to be his fan
Bill Gates? The Epstein guy?
Lemme in now, Lemme in now, Bill Gates, Donald Trump Lemme in now we f-ckin lesbian twins now
Gates was a close friend and blackmail victim of Epstein. I can't separate his business, technical and philanthropic accomplishments from that fact. Sure, he may have funded charitable campaigns to vaccinate against polio in Afghanistan. But, he was also getting rub-downs from underage children.
He was not a victim he was basically the fucking co-founder
That claim requires some evidence that I, personally, have not yet seen.
And why should we listen to this pedophile who never once considered how the good outweighed the bad while running his company?