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The turbulent AI era is here

250 pointsby nannalast Wednesday at 11:23 AM503 commentsview on HN

Comments

joncraneyesterday at 10:50 PM

Unfortunately, this is essentially high level clickbait. At the beginning he immediately portrays the issue as black and white:

>AI will either be the greatest equalizer ever invented, or the worst source of injustice.

In all likelihood it will probably fall in the middle, with the likelihood that it will tilt power and money towards the already ultra wealthy (to the surprise of no one). But it will enable ordinary people and small businesses to do cool shit and make their lives better.

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jcattlelast Wednesday at 1:52 PM

Just to put Bill Gates thoughts on AI into perspective, this was his comment on an AMA 9 years ago to the question

"What kind of technological advancement do you wish to see in your lifetime?":

> The big milestone is when computers can read and understand information like humans do. There is a lot of work going on in this field - Google, Microsoft, Facebook, academia,... Right now computers don't know how to represent knowledge so they can't read a text book and pass a test.

https://old.reddit.com/r/IAmA/comments/5whpqs/im_bill_gates_...

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geraneumyesterday at 6:37 PM

> Research suggests that in some parts of the United States, factory closures contribute to a rise in deaths from opioid overdoses.

It’s so cute some people think that the extent of mass displacement will be limited to what happens to the unemployed. Oh poor unemployed! Nope, pitchforks will be grabbed. It won’t be rosy. Maybe they dream about having killer robots to defend themselves, but imagine a few hundred million people getting angry within one election cycle.

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qudatlast Wednesday at 1:32 PM

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. These are skilled labor jobs (plumbers, electricians, IT, etc.). Does Bill Gates care about the rest of the economy outside of SWE?

[0]: https://digitaleconomy.stanford.edu/app/uploads/2025/11/Cana...

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phnlast Wednesday at 1:35 PM

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)

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seydorlast Wednesday at 1:35 PM

- 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.

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swed420last Wednesday at 1:14 PM

> 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

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ankurdhamalast Wednesday at 1:52 PM

If the result will be huge job loss doesn't that mean the overall buying power of all across all economies will go down drastically which begs the question who will buy the stuff that these companies that get rid of people are making?

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cupofjoakimlast Wednesday at 1:22 PM

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.

dosticklast Wednesday at 1:15 PM

> 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.

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295817last Wednesday at 1:22 PM

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.

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2001zhaozhaoyesterday at 10:26 PM

> The biggest shift for workers will happen when AI provides nearly error-free work. At that point, it will be able to function on its own without a human checking in on it, and companies will have every economic incentive to let it.

This is a very succint argument that has a technical implication - that correcting errors and misalignment is incredibly important for autonomous AI capabilities in a fundamental way.

shay_kerlast Wednesday at 1:27 PM

> 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!

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shay_kerlast Wednesday at 1:35 PM

> 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.

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fordlast Wednesday at 1:43 PM

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)

swillslast Wednesday at 2:31 PM

Nearly every post about AI turns into a discussion of politics and every post about politics becomes a discussion of AI.

dhd415last Wednesday at 1:22 PM

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?

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Kuyawayesterday at 10:08 PM

> Countries need cross-agency bodies, and an international organization must be built in parallel — combining elements of nuclear inspections, aviation regulation, and ozone treaties, including US–China cooperation

I see, so force china to cooperate or label them as terrorists in the same vein of irak/iran nuclear capabilities

k310last Wednesday at 2:02 PM

It always is a matter of choice. Rich people choose wisely for the fast buck, and poorly for the suckers they bend, fold, spindle and mutilate.

I get the sense of "Every Accusation is a confession"

> 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.

Some of us remember the story/urban legend of Bill Gates "developing" BASIC by retrieving a printout of source code from a dumpster, a process infinitely more efficient than an LLM.

NOTE. "Played a role in developing", not "Played a role BY developing"

The former could be said by the coffee maker. Or dumpster diver.

grigiolast Wednesday at 2:10 PM

Bill is great to find solutions for his problems

cube00yesterday at 10:12 PM

AI, on the other hand, runs on the devices we already have, and it uses natural language. We don’t have to adapt to it because it can adapt to us.

So much for those people who tried to claim they knew how to prompt AI better then the next person.

shay_kerlast Wednesday at 1:36 PM

> 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.

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alunyesterday at 2:05 PM

I think his idea of taxing AI tokens would do more harm than good. It would only make AI more expensive, which would create the exact inequality effect that he is trying to prevent.

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loglogyesterday at 9:15 PM

Their suggestion to tax tokens extends the problem of taxing wages to a new type of production. The real solution is, of course, taxing the capital, but you will never hear that from them.

newsomix9xltoday at 1:54 AM

Didn't Bill Gates make the news recently for his association with a certain notorious fellow?

Might this be a part of a PR campaign to distract us from his "Island trips"?

dgllghrlast Wednesday at 1:40 PM

And why should we listen to this pedophile who never once considered how the good outweighed the bad while running his company?

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bartleeandersonyesterday at 9:56 PM

The title reminds me about the VB6 days and drag and drop controls and efficiency until you get a couple years out. Then the vendors providing the products you used are out of business. That may happen a lot more often and quickly with models, but I have read that they are pretty much just a drop in component as the old one has a superior replacement, you move on and benefit. Sure are interesting times. I want my models, local, small and powerful. Vision and reasoning. My goodness the power we already have is just going to get better.

debo_last Wednesday at 1:14 PM

> 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.

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ajd555last Wednesday at 1:47 PM

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...

BiraIgnacioyesterday at 5:28 PM

> If someone had a credible plan for slowing down AI advances globally, I would likely support it. However, I don’t think that’s going to happen. The geopolitical and economic incentives are pushing too hard to go full speed ahead.

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VCFundedGenYerlast Wednesday at 5:50 PM

He should be talking to Satya, not spitting in the wind. He used to run MS, he still has sway.

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cmiles8last Wednesday at 1:35 PM

To be blunt I don’t know that the world really cares what Bill Gates thinks anymore.

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0xbadcafebeetoday at 1:50 AM

"How will we use this technology [..] and keep it from widening the divide between rich and poor?"

How about you start with not paying Microsoft's CEO $96M?

vb-8448last Wednesday at 1:22 PM

Is this Bill's? Because it looks like Dario's essay!

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drnick1yesterday at 11:01 PM

> AI will either be the greatest equalizer ever invented, or the worst source of injustice.

That title already belongs to the handgun.

I am finding it difficult to take anything Gates says seriously. Remember, 640K ought to be enough for anybody.

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saturn_vkyesterday at 7:45 AM

This is a fundamentally wrong approach.

Let AI replace jobs. Start taxing companies that use AI proportionally to their usage, and then distribute the proceedings to the people.

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tehjokertoday at 3:45 AM

gates says if he could slow it down he would but the economic and geopolitical aspects are pushing too hard. the china thing is fake, and the developing is taking over a trillion dollars. it could easily be shut off

narmiouhlast Wednesday at 1:38 PM

Its quite interesting that in a matter of few minutes, this went down from 2 to rank 21 on HN front page.

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kristianpaulyesterday at 6:24 PM

The choices are for the present but not for a future we dont know yet.

simianwordslast Wednesday at 1:16 PM

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?

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josefritzisherelast Wednesday at 1:19 PM

That is a very indirect way to say market crash.

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andailast Wednesday at 2:11 PM

What if there were some mistake and the progression went wrong, and something like an amoeba were given power like a human's?

—AKIRA, 1988

oxag3nlast Wednesday at 10:28 PM

AI can make everyone miserable. Solution? Partner with all major AI companies using foundation (tax free btw) money. It's like saying Hitler is bad, let's split Europe in half so we can profit as well... ah well, that actually happened.

Obertrtoday at 12:07 AM

i agree with everything. AI will bring a lot of unemployment. I have a thought that Peter Thiel saw it coming with mass protests and eventual blame on upper class and billionaires and left to Argentina.

i honestly think there is 40% chance the world will be total mess. i know students from top Uni who are graduating and they can’t find positions to work in in California.

Entry-level consensused by all of my friends is in deep trouble.

something must change. dramatically. and soon.

i am all in on AI. and this is scary for the rest of the world. and it should be

ViktorRaylast Wednesday at 1:25 PM

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.

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zzzeekyesterday at 6:58 PM

poor Bill Gates is one of the richest men on earth but can't get a good ratio on Hacker News

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blastrolast Wednesday at 1:44 PM

Bill Gates? The Epstein guy?

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