OT: Nvidia/AI/Tech Exposure

mstateglfr

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I would like to have the money China is investing in the misinformation campaign in the United States to get an edge.
Who are they paying? Or I guess a more accurate question is what are they spending money on?...like advertising campaigns or something?
 

JackReacherDawg

Sophomore
Apr 7, 2026
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View attachment 1368901

They only turned $70B due to already investing over $50B of free cash flow into the AI / AWS infrastructure….same reason they took out debt (the amount of which is uncertain). You’re kind of double dinging them for the infrastructure investment. Once that debt is capped off and they go more into maintenance mode with the infrastructure, profit essentially goes from baseline $70B to baseline $120B, before accounting for any YoY growth from the current base business, or profitability from the AI investment. Account for all that, THEN you look at the debt service, and see what you get.
Back of the napkin math - you referenced a $70B profit being cut in half by the debt service, meaning a $35B annual debt cost on the books. Now, apply that same $35B to the $120B number above. Now you’re at $85B. With no growth at all YoY, you’re already looking at about a 20% profit increase just from restoring the FCF previously used for build out. If they keep generating the cash from the current core business over the short term, they’ll keep everything churning along. That simple.
Thats not how any of this works. (Though I think 2026 has double the AI costs as 2025). Its ongoing investment needs. Thats the problem. These data centers are obsolete in 5 years. Its ANOTHER $400b in debt for every, what, 2 or 3 years? The $35B a year isn't paying it off, just servicing it. So in a couple years, theres $70B gone to yearly profit. A couple more, $105B gone. See the problem? AI has to be paying for itself within 5 years. Probably 2 to avoid a major correction in markets.


The reason why they are all investing now is to remove the possibility of “too much competition”. As far as full scale AI driven business, really only AMZN and GOOG are going for broke. Meta is not really operating in the same space as those two, and likely will not require the same firepower. Anthropic will be an interesting litmus test for AI as a whole, but I question if even they can really compete at scale with AWS / Google, without any of the other supporting core business. They will have to get creative in a hurry, if they do in fact go public.
With China in the picture, it seems a poor bet to bet on them not having competition, right?
I don’t see that in the realm of possibility.
Thats part of the problem here.
But, half of $500 billion is $250 billion.
You're just assuming as fact that Google raises their profit by 5x???
If AMZN hits $1T revenue and $250 billion in profit in a few years, with another $250 billion in debt, I seriously doubt any of their investors will be complaining. That’s around $23 EPS. Their most recent report had a trailing 12 month EPS of $8.36. Say it falls somewhere more in the middle of range of outcomes, they’ve still doubled their EPS, even with all the debt.
True. I just dont think any of that is possible. The main problem, besides that their product doesnt work, that their customers hate it, and it doesnt turn a profit....is it doesnt SCALE. the product, by its nature, will be 10x as expensive to provide than the competition, but not be able to charge 10x more. Sure, you can get people to throw $10 a month for movies when they can get them free from the library.....but for this to work you'd have to get them to be spending $1000 a month. Its moronic. We're talking about people that wont even spend an extra dollar for Doritos.

I think "AI" becomes the new New Coke. Every little mistake from businesses that utilize it will be seen as another AI hallucination. And people will hate it.

I think they can all coexist, they don’t all do the same thing. Tesla - they may slip, their stock price has been outrageous compared to their fundamentals forever. But again, they aren’t a big player in this data center mega-build, anyway. There’s room for them in the space.
But can they all maintain these valuations?
Define “survive”….are you seriously saying out of the 5-6 hyperscaler companies, that 3 or 4 are going to be literally gone in a few years due to not being able to make it work?
I think they merge into the "winners".
I’m pretty sure I never went to work and had my Sr MGR tell my entire department at one of the largest companies in the world that we needed to start all becoming more proficient at using a 3D TV remote or a VR headset. As far as the cable / streaming example, they both suck.
I've had plenty of Sr managers push the newest IT tool. They all sucked.
You’re playing the doom and gloom / future obsolescence card on something that hasn’t even really taken off at all yet. While technically not wrong or right, you could make the same bear argument against any stock or entire asset class. It’s not a compelling discussion point. Will Costco still be as profitable 10 years from now, or will added competition from BJ’s and Sam’s Club curb their margins? Who the hell knows. I can make a completely baseless argument that they won’t be, and use the uncertainty of an absurd time horizon to back it up if nothing else.
Ah, a retreat into "we dont really know anything". A classic.
OpenAI and Anthropic need to be bigger than just a chatbot / code generator / algo generator company to make it. There’s no doubt about that.

But, AMZN and GOOG can actually buy the datacenter bandwidth to shut out any cheap alternatives. We’re largely talking about privitization of large swaths of internet bandwidth here. They’ll be able to block out competitors from their servers unilaterally. Its unheard of, but after net neutrality got the ax, it will be completely legal.
Until it isnt.
It doesn’t require as many simultaneous things as you are stating. I don’t think we’re so far off from each other on this one. 1 or 2 megaplayers will emerge, then more niche players that need more specific use cases will also have room. There’s room for all of them in some capacity.
Its just math. Let me make a baseball analogy. I am not contesting that the Phillies may win 140 games next year. I highly doubt it based on history, but its at least plausible. I am contesting that everyone in the NL east will win 140 games next year. Because its impossible, because they play each other.

(And yes, it started this as 120, checked it on chatgpt, and had to change to 140. Lol)

Companies generating this kind of profit causes effects that will have major consequences....that will eliminate those profits. They cant do it without government keeping China out. They cant do it without mass layoffs. They cant do it without absorbing all the profit from general business. Thats not just gonna happen and we all accept it!
 

GloryDawg

Heisman
Mar 3, 2005
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ronpolk

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May 6, 2009
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I’d like to know how many bubbles that SPS has predicted in the last 15 years…. Seems once a month someone else is predicting a bubble.

There is most definitely a boom right now that has to cool…. But I don’t think this market is about to crash.
 
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BTCMoonBoy

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Dec 4, 2024
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I’m gonna keep pouring (ok, it’s more of a drip) my money into fossil fuels. I understand that technology for the most part. Flammable stuff burns.
Yep but on the product side - at least for next 3-4 years. People don’t realize what damage has been done to the worlds refiners
 

ronpolk

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May 6, 2009
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Google tells me Alphabets 2025 proft was $130B on $400B in revenue. So if debt service becomes $50B a year, yeah that takes a big bite out of profits. And that debt service keeps going up.....

This is quickly getting beyond me, but I think that means revenues need to be hitting a trillion or so from AI alone in a couple years or so. Or else a major correction will happen.

Plus, how much of AI revenues comes at the expense of those current revenues? I dont think Google can sell ads via AI without it coming at the expense of ad revenue from Google search, etc. They already have ad revenue on steroids, so can they really see gains there? So thats a multiplier to needed revenues.
At FYE25, Alphabet had an EBITDA of $181 billion and total debt (including lease liabilities) of about $59 billion. So essentially, they could retire every bit of their debt in about 4 months. Amazon had an ebitda of about $165 billion and total debt of $152 billion (including long term leases) they could retire obligations completely in slightly less than a year. This does not take either companies liquidity into account, and it’s massive with both companies.

These companies can handle so much more debt service they are in no real danger here.
 
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Perd Hapley

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Thats not how any of this works. (Though I think 2026 has double the AI costs as 2025). Its ongoing investment needs. Thats the problem. These data centers are obsolete in 5 years. Its ANOTHER $400b in debt for every, what, 2 or 3 years? The $35B a year isn't paying it off, just servicing it. So in a couple years, theres $70B gone to yearly profit. A couple more, $105B gone. See the problem? AI has to be paying for itself within 5 years. Probably 2 to avoid a major correction in markets.
IMG_1923.jpeg

You’re reaching a bit on this continuous debt cycle. The data centers aren’t getting totally mothballed after 2-3 years. That’d be a terrible strategy. Some of these things cover 600 acres. See above. They are already incorporating long term, modular strategies into the design framework to allow for refurbishment and restoration without affecting day-to-day operation. Yes, that costs money too, but its a drop in the bucket compared to new construction from scratch.

With China in the picture, it seems a poor bet to bet on them not having competition, right?
China is not building any data centers on U.S. soil. The Chinese equivalents of Amazon and Google will be more competitive when they’ve got their infrastructure up and running, but they’ve been trying to undercut Amazon and Google for years while making very little headway in other business (retail, etc.).

Personally, I don’t see any Chinese company being able to compete at all with AWS, GCP, or Azure on US soil, no matter how many data centers they build over there. The regulatory environment will eat them alive even if they are able to build a semi-competitive platform.

Thats part of the problem here.
It really isn’t. Expecting any of the Mag 7 to “take a 50% hit to profit for decades” is not a reasonable position. It’s not any of their first rodeos in cutting edge tech developments.

You're just assuming as fact that Google raises their profit by 5x???
No. First off, I was referring to AMZN. Secondly, they are already 75% of the way to $1T in revenue annually. They are 2~2.5 years away from that threshold. $1T in revenue could easily yield $250B in profits. They are already at ~$120B when you exclude the huge front end cut they took from their cash flow to start their AI / cloud computing build-out. $250B profit / $250B debt / $500B operating income is not unreasonable at all for them in 2-3 years time. They wouldn’t be raising profits by 5x, more like 2x ~ 2.5x.

True. I just dont think any of that is possible. The main problem, besides that their product doesnt work, that their customers hate it, and it doesnt turn a profit....is it doesnt SCALE. the product, by its nature, will be 10x as expensive to provide than the competition, but not be able to charge 10x more. Sure, you can get people to throw $10 a month for movies when they can get them free from the library.....but for this to work you'd have to get them to be spending $1000 a month. Its moronic. We're talking about people that wont even spend an extra dollar for Doritos.

I think "AI" becomes the new New Coke. Every little mistake from businesses that utilize it will be seen as another AI hallucination. And people will hate it.
I think you might be taking a somewhat narrow view here. “AI” is the buzzword and it brings about a visceral response from many, but these infrastructure investments are about so much more than AI alone. We’re headed to a world already where actual websites are becoming background noise and obsolete. More and more of the internet is running through AI queries that can pull info together so much faster than 100,000 people typing on 100,000 search engines at the same time. AI is the conduit, but what we’re really talking about is the next generation of the “information superhighway”.

People think of AI and they think of what can ChatGPT / Gemini / Alexa do, what can Anthropic do, what can Claude do, what can Tesla vehicles do, etc. It’s way bigger than all that. How good any of those are individually right now doesn’t really matter at all, they’re all going to be 1000x better 2,3,5 years from now. What Amazon, Google, and Microsoft are doing is not trying to have the fastest, smartest car on the road, they are quite literally taking on full ownership of the roads themselves. They are going to eventually divide ownership of the entire internet in the United States, and elsewhere. That’s how big this really is. THAT’S why these mega investments are a no-brainer for them.

Elon Musk is a giant pretentious douche bag, but he had an interesting perspective he shared on at least one thing, and that same principle applies here. A little while ago, he was quoted as saying that Tesla was “a charging company that also makes cars.” All the while, the carrot of Tesla vehicles had been what was dangled to the public as the profit center. But he literally gave away all the patents for everything. He wanted to be copied, and for that to start a serious conversation about EV’s, so he could start selling the “gas” to everyone. Here, the AI is the carrot, but the “gas” is actually the superhighway - the flow of the information itself, in any form that it takes.

But can they all maintain these valuations?

“These valuations?” You tell me. By most educated accounts, the Mag 7 are currently trading at the cheapest valuations that they have in years, when taking account of all their fundamentals. Who do you view as having an outrageously high valuation? AMZN and MSFT specifically have been really subdued vs. their metrics for awhile.

I think they merge into the "winners".
Google merging with Microsoft? Meta folding into Amazon? Wowzers. That’s quite a take.

I've had plenty of Sr managers push the newest IT tool. They all sucked.
I don’t work for an IT company, and we rarely use “IT tools” of any sort.

Ah, a retreat into "we dont really know anything". A classic
I think that’s where you took it first, which was kind of my point.

Until it isnt.
It’s just going to be illegal all the sudden? How / why? You think these data centers being thrown up for hundreds of billions of dollars are being built with no foresight at all into the legal environment?

Its just math. Let me make a baseball analogy. I am not contesting that the Phillies may win 140 games next year. I highly doubt it based on history, but its at least plausible. I am contesting that everyone in the NL east will win 140 games next year. Because its impossible, because they play each other.

(And yes, it started this as 120, checked it on chatgpt, and had to change to 140. Lol)
We’re saying the same thing. I’m not saying everyone shoots to some stupid parabolic earnings level. But take a step back and think - what happens if Google owns 30% of the US internet traffic, Amazon owns 25%, Microsoft owns 25%, Meta owns 10%, Tesla 3%, Apple 2%, and everyone else owns 5%. When I say they own it, they have complete control of ISP’s accessing on one end AND content coming in from the other end. They want to block out China, they can. They want to direct whatever AI driven ad targets toward individual users, they can. Unlimited access to user data? That’s possible, too. VIt’s all on the table. You’re telling me those individual companies wouldn’t all be doing 20%+ YoY profit increases for another long while?

Companies generating this kind of profit causes effects that will have major consequences....that will eliminate those profits.

That’s been said about all of them for 20+ years. Hasn’t slowed them down.

They cant do it without government keeping China out.

They can, actually. They can block China ISP’s and content quite easily. It’s actually the reverse problem, they only CAN’T do it if the US government lets China in, which sounds like a pretty toxic approach for either party to even attempt right about now.

They cant do it without mass layoffs.
We’ll see. Investors rarely care about that, though.

They cant do it without absorbing all the profit from general business.
It’s already happening. The “general business” has changed for everyone. AWS and Azure are already the profit leader segments for Amazon and Microsoft. They’ve both moved wayyyyy past just having Windows / Office 365 and Prime Day. GCP for Google is a little behind both of them, but they are catching up quickly.

Thats not just gonna happen and we all accept it!
“We” don’t all have to accept it for it to happen.
 

The Cooterpoot

Heisman
Sep 29, 2022
7,123
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Bring on the robot women! Imagine the sandwich skills of an AI woman, they can wash dishes and clothes timely, mix you a drink accurately, never have a headache, and do full bedroom Olympics, no constant spending and beeactching! Throw a new wig on them and it's some strange every day. That's the AI I want to invest in
 

dorndawg

Heisman
Sep 10, 2012
9,107
10,091
113
Bring on the robot women! Imagine the sandwich skills of an AI woman, they can wash dishes and clothes timely, mix you a drink accurately, never have a headache, and do full bedroom Olympics, no constant spending and beeactching! Throw a new wig on them and it's some strange every day. That's the AI I want to invest in
I'm glad you're excited for it, think I'm gonna stick with the original for now.
 

patdog

Heisman
May 28, 2007
59,186
29,635
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"They'll be fine". Yeah, but how far does the stock drop?

By traditional metrics the S&P500 is overvalued by 50% right now. Im not gonna buy the "this time is different" view while theres giant off-books debt and revenue is at 1% of projections.
Also, I think long-term the outlook for these stocks is good. But there could be some real ups and downs along the way.
Apparently, they are targeting Data Centers with misinformation. A lot of info out on the internet. I mean a lot. Where there's smoke there is fire. This is the type of stuff the ChiCom's do.
This just one.
China fueling U.S. data center resistance, AI groups claim
misinformation or not, I still don’t want one in my backyard. And I want to have assurances that they will pay 100% of the cost to generate & supply the electricity they use, and I’m not convinced that’s the case right now.
 

JackReacherDawg

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Apr 7, 2026
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Gonna pick and choose some replies here, to cut down on the tediousness. If you want a reply to something in lsrticular i skipped over, just ask, im not avoiding anything.
View attachment 1369182

You’re reaching a bit on this continuous debt cycle. The data centers aren’t getting totally mothballed after 2-3 years.
i didnt say they were. I said theyd be mostly obsolete in 5 years. Which is true.
That’d be a terrible strategy.
you dont say
Some of these things cover 600 acres. See above. They are already incorporating long term, modular strategies into the design framework to allow for refurbishment and restoration without affecting day-to-day operation. Yes, that costs money too, but its a drop in the bucket compared to new construction from scratch.
Given that the overwhelming expense is the chips, the things theyre putting in modular racks to repeatedly replace, its hardly a drop in the bucket. Hard to take you seriously if you're going to make this argument.
China is not building any data centers on U.S. soil. The Chinese equivalents of Amazon and Google will be more competitive when they’ve got their infrastructure up and running, but they’ve been trying to undercut Amazon and Google for years while making very little headway in other business (retail, etc.).
False,on all 3 counts.
Personally, I don’t see any Chinese company being able to compete at all with AWS, GCP, or Azure on US soil, no matter how many data centers they build over there. The regulatory environment will eat them alive even if they are able to build a semi-competitive platform.
They already are!
It really isn’t. Expecting any of the Mag 7 to “take a 50% hit to profit for decades” is not a reasonable position. It’s not any of their first rodeos in cutting edge tech developments.
You're right, they've wasted tons on useless products plenty of times before.

If they cut the cord on this stuff today, I agree they wont be affected by much. Im assuming they actually continue this path for 2 to 3 years, then have nothing to show for the expenses.
No. First off, I was referring to AMZN. Secondly, they are already 75% of the way to $1T in revenue annually.
I think you are mismashing revenue and profits.
They are 2~2.5 years away from that threshold. $1T in revenue could easily yield $250B in profits.
Or just a few billion in profits. You dont appear to have accepted that "AI" isnt a traditional tech product. It doesnt scale to increasing profitability. It doesnt scale.
They are already at ~$120B when you exclude the huge front end cut they took from their cash flow to start their AI / cloud computing build-out. $250B profit / $250B debt / $500B operating income is not unreasonable at all for them in 2-3 years time. They wouldn’t be raising profits by 5x, more like 2x ~ 2.5x.
Again, you seem to think theyll do a quick (but large) build out and then be done with the massive expenses.
I think you might be taking a somewhat narrow view here. “AI” is the buzzword and it brings about a visceral response from many, but these infrastructure investments are about so much more than AI alone.
Fair point. Presumably the data centers will have utility for their other products. But I doubt theres much ROI on that.
We’re headed to a world already where actual websites are becoming background noise and obsolete. More and more of the internet is running through AI queries that can pull info together so much faster than 100,000 people typing on 100,000 search engines at the same time. AI is the conduit, but what we’re really talking about is the next generation of the “information superhighway”.

People think of AI and they think of what can ChatGPT / Gemini / Alexa do, what can Anthropic do, what can Claude do, what can Tesla vehicles do, etc. It’s way bigger than all that. How good any of those are individually right now doesn’t really matter at all, they’re all going to be 1000x better 2,3,5 years from now. What Amazon, Google, and Microsoft are doing is not trying to have the fastest, smartest car on the road, they are quite literally taking on full ownership of the roads themselves. They are going to eventually divide ownership of the entire internet in the United States, and elsewhere. That’s how big this really is. THAT’S why these mega investments are a no-brainer for them.
Thats the thing. Theyre NOT going to be 1000x times betterm. For the same reasons that self-driving cars arent 1000x better than 5 years ago.

You're picturing this going like this:


1164.jpg

But the reality is this:
1167.jpg

Thats why theyre building more and more data centers. It takes more and more computing to see minimal gains. And thats not going to change. It doesnt scale.

Elon Musk is a giant pretentious douche bag, but he had an interesting perspective he shared on at least one thing, and that same principle applies here. A little while ago, he was quoted as saying that Tesla was “a charging company that also makes cars.” All the while, the carrot of Tesla vehicles had been what was dangled to the public as the profit center. But he literally gave away all the patents for everything. He wanted to be copied, and for that to start a serious conversation about EV’s, so he could start selling the “gas” to everyone. Here, the AI is the carrot, but the “gas” is actually the superhighway - the flow of the information itself, in any form that it takes.



“These valuations?” You tell me. By most educated accounts, the Mag 7 are currently trading at the cheapest valuations that they have in years, when taking account of all their fundamentals. Who do you view as having an outrageously high valuation? AMZN and MSFT specifically have been really subdued vs. their metrics for awhile.
Tech valuations are historically low? Thats quite a take.
Google merging with Microsoft? Meta folding into Amazon? Wowzers. That’s quite a take.
Absent a sea change in anti-trust enforcement, its inevitable, if what you say is true.
I don’t work for an IT company, and we rarely use “IT tools” of any sort.
I dont work for IT either. I've had multiple engineering roles across large US companies. The ones that your view relies on implementing AI. They are REALLY ****** at IT.
I think that’s where you took it first, which was kind of my point.


It’s just going to be illegal all the sudden? How / why? You think these data centers being thrown up for hundreds of billions of dollars are being built with no foresight at all into the legal environment?
The things you are saying will happen, will not happen in a vacuum. Every action has an equal and opposite reaction.
We’re saying the same thing. I’m not saying everyone shoots to some stupid parabolic earnings level.
Aren't you?
But take a step back and think - what happens if Google owns 30% of the US internet traffic, Amazon owns 25%, Microsoft owns 25%, Meta owns 10%, Tesla 3%, Apple 2%, and everyone else owns 5%. When I say they own it, they have complete control of ISP’s accessing on one end AND content coming in from the other end. They want to block out China, they can. They want to direct whatever AI driven ad targets toward individual users, they can. Unlimited access to user data? That’s possible, too. VIt’s all on the table. You’re telling me those individual companies wouldn’t all be doing 20%+ YoY profit increases for another long while?
Im Not following how you got here.
That’s been said about all of them for 20+ years. Hasn’t slowed them down.
Fair, but youre not saying we'll see a repeat of the last 20 years.
They can, actually. They can block China ISP’s and content quite easily. It’s actually the reverse problem, they only CAN’T do it if the US government lets China in, which sounds like a pretty toxic approach for either party to even attempt right about now.
So, you think they are going to get the govt to block US companies from using cheaper AI tools from competitors, so that a handful of US companies can continue making redonk profits while driving Depression level unemployment? Do i have that right?
We’ll see. Investors rarely care about that, though.
Its not about whether they care. Its about the math.

“We” don’t all have to accept it for it to happen.
True, but not my point. Democracy as we know it would have to cease to be. Which...may be the plan.
 
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Perd Hapley

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i didnt say they were. I said theyd be mostly obsolete in 5 years. Which is true.
The majority of the infrastructure will not be obsolete. The cooling, power supply, the building itself of course, the racks, etc. are all being designed for longevity.

The chips / boards will be updated periodically and continuously, based on need.
To go down your rabbit hole, and just say 100% of processing hardware has to be replaced every 5 years, that’s not going to be the same cost as a whole new data center. Not even close.

Given that the overwhelming expense is the chips, the things theyre putting in modular racks to repeatedly replace, its hardly a drop in the bucket. Hard to take you seriously if you're going to make this argument.
This is an overwhelming expense now, because there is a global shortage. It’s not going to remain that way for the next 5 years as companies start emerging to fill the gap. Supply and demand and what not. If the HBM chip prices today were guaranteed to be locked in forever, a stock like Micron would be worth about $10,000 per share, as opposed to the current ~$950.

False,on all 3 counts.
Please provide a link of a Chinese company building a data center on US soil.

I think you are mismashing revenue and profits.
I’m not. I’m clearly talking about revenue and simply scaling the profits accordingly.

Or just a few billion in profits. You dont appear to have accepted that "AI" isnt a traditional tech product. It doesnt scale to increasing profitability. It doesnt scale.
It doesn’t have to scale, it just has to become the predominant conduit for online activity in the US. That’s my point. As of the end of net neutrality and advancements in AI happening simultaneously in 2024-2025, the internet essentially went up for sale in the US to the highest bidders. They are now bidding to get the biggest pieces of it.

Again, you seem to think theyll do a quick (but large) build out and then be done with the massive expenses.
I don’t think that expenses go away completely. Obviously there will be regular maintenance costs. I think we disagree on how big those expenses are going to be after the front end investment. That’s fine.

Thats the thing. Theyre NOT going to be 1000x times betterm. For the same reasons that self-driving cars arent 1000x better than 5 years ago.
I should have perhaps rephrased to say “more capable”. As in more broadly focused on a larger variety of tasks. More seamlessly integrated into everything we do online. I’m not talking about an image generator getting better at not misspelling words. That’s missing the forest for the trees.

Tech valuations are historically low? Thats quite a take.


Absent a sea change in anti-trust enforcement, its inevitable, if what you say is true.
I’m not following this one.

The things you are saying will happen, will not happen in a vacuum. Every action has an equal and opposite reaction.
These political reactions are unknowable. Far too many variables. There’s always a lot that COULD go sideways with unforseen government interventions, foreign conflicts, global pandemics, etc. Or, conversely, things that could go really right in other areas. Can’t assign a valuation with these things in mind. You can only look at the numbers and near term projections.

But in general, you can expect the US government to heavily protect huge US businesses that are investing trillions of dollars on US soil, and creating US jobs.

Aren't you?
No, I’m not. I’m simply saying these companies will likely continue their current earnings and profit trajectory of the past 20-30 years. I don’t think that’s a wild take. But it’s obviously very different from yours - that some of these companies may not even survive. That’s quite the hill to die on.

Fair, but youre not saying we'll see a repeat of the last 20 years.
Again, that’s almost exactly what I’m saying. Stock price / profit / EPS growth in the neighborhood of 12~25% per year, which is more or less what the Mag 7 has done over the long haul…..better than almost anyone.

The thing is, they’ve all gotten so damn big that the profit growth trajectory demands that they make these gigantic investments and transcendent business shifts to keep it going. That’s the simplest math there is.

So, you think they are going to get the govt to block US companies from using cheaper AI tools from competitors, so that a handful of US companies can continue making redonk profits while driving Depression level unemployment? Do i have that right?
Again, it’s so much bigger than the AI tools. Those will be a dime a dozen before too long. You already have things happening like AI tools writing the software for other AI tools. It’s the fuel running them that matters. Whoever controls that infrastructure will have the ability to influence end consumers to an extent that we’ve never seen before.

To your example, China has an AI tool that is cheap for the license, they will still potentially have to lease space from US data centers controlled by US private enterprise in order to run it. That is IF the Mag 7 choose that particular route to monetize it. They may also just restrict it entirely.
 

horshack.sixpack

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Gonna pick and choose some replies here, to cut down on the tediousness. If you want a reply to something in lsrticular i skipped over, just ask, im not avoiding anything.

i didnt say they were. I said theyd be mostly obsolete in 5 years. Which is true.

you dont say

Given that the overwhelming expense is the chips, the things theyre putting in modular racks to repeatedly replace, its hardly a drop in the bucket. Hard to take you seriously if you're going to make this argument.

False,on all 3 counts.

They already are!

You're right, they've wasted tons on useless products plenty of times before.

If they cut the cord on this stuff today, I agree they wont be affected by much. Im assuming they actually continue this path for 2 to 3 years, then have nothing to show for the expenses.

I think you are mismashing revenue and profits.

Or just a few billion in profits. You dont appear to have accepted that "AI" isnt a traditional tech product. It doesnt scale to increasing profitability. It doesnt scale.

Again, you seem to think theyll do a quick (but large) build out and then be done with the massive expenses.

Fair point. Presumably the data centers will have utility for their other products. But I doubt theres much ROI on that.

Thats the thing. Theyre NOT going to be 1000x times betterm. For the same reasons that self-driving cars arent 1000x better than 5 years ago.

You're picturing this going like this:


View attachment 1369462

But the reality is this:
View attachment 1369464

Thats why theyre building more and more data centers. It takes more and more computing to see minimal gains. And thats not going to change. It doesnt scale.



Tech valuations are historically low? Thats quite a take.

Absent a sea change in anti-trust enforcement, its inevitable, if what you say is true.

I dont work for IT either. I've had multiple engineering roles across large US companies. The ones that your view relies on implementing AI. They are REALLY ****** at IT.

The things you are saying will happen, will not happen in a vacuum. Every action has an equal and opposite reaction.

Aren't you?

Im Not following how you got here.

Fair, but youre not saying we'll see a repeat of the last 20 years.

So, you think they are going to get the govt to block US companies from using cheaper AI tools from competitors, so that a handful of US companies can continue making redonk profits while driving Depression level unemployment? Do i have that right?

Its not about whether they care. Its about the math.


True, but not my point. Democracy as we know it would have to cease to be. Which...may be the plan.
AI will increasingly be a good tool, largely via purpose built agents. So, effectively, it will usher in the next round of automation and efficiency for processes that humans determine need such efficiencies. Like all markets, competition will drive the margins and price down to a "normal" business model that considers cost, price and profitability. There will be winners and losers and I expect a lot of consolidation. I expect, given a liberal tech lifecycle of 5-7 years, the winning data centers will be on a continuous tech refresh cycle that keeps chip makers in business and flatten the growth curve substantially. A number of them will just close because the business justification for refreshing the tech and keeping the doors open just won't be there.

I used Co-Pilot AI to demonstrate why AI isn't I and won't be...

CategoryHuman BrainCurrent AI Models (GPT-5-era systems)
Energy Use~20 wattsThousands to millions of watts for training
Learning EfficiencyLearns from few examplesOften requires massive datasets
MemoryAssociative, lifelong, contextualLarge but limited context and stored weights
ReasoningGeneral-purpose, adaptableStrong but specialized statistical reasoning
CreativityOriginal, experience-basedRecombinational and pattern-based
Sensory IntegrationNatural multimodal perceptionArtificially integrated modalities
Self-AwarenessSubjective consciousness (as far as known)No evidence of consciousness
SpeedSlow neurons (~1-200 Hz)Extremely fast digital operations
ReliabilityCan be emotional and biasedCan hallucinate and lack common sense
General IntelligenceBroad, flexibleNarrow-to-broad, but not truly general
 

The Cooterpoot

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Sep 29, 2022
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I'm glad you're excited for it, think I'm gonna stick with the original for now.
im horny jack nicholson GIF
 

JackReacherDawg

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Apr 7, 2026
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I had to trim your quotes to stay under the char limit
The majority of the infrastructure will not be obsolete. The cooling, power supply, the building itself of course, the racks, etc. are all being designed for longevity.
Are they? You're getting towards my area of expertise. I dont know how these data centers are being built, but in general such things are not built for longevity. Even when they try, they try to do so cheaply, and might as well not have bothered. You have to design such things in from the beginning, and US companies....just dont.

(Caveat, I have seen some job recs that included some details that raised my eyebrow, as it was much more longevity focused than I ever see, just on the material expertise being sought. But then the recs got cancelled, so who knows.)
The chips / boards will be updated periodically and continuously, based on need.
To go down your rabbit hole, and just say 100% of processing hardware has to be replaced every 5 years, that’s not going to be the same cost as a whole new data center. Not even close.
I disagree, based on the chip costs. I rack of chips literally costs like $5M. Ok, so the rack is now modular and they save $10k on the future switch out. Whoopidy doo.
This is an overwhelming expense now, because there is a global shortage. If the HBM chip prices today were guaranteed to be locked in forever, a stock like Micron would be worth about $10,000 per share, as opposed to the current ~$950.
Fair point. But I dont see the buildouts slowing enough to significantly change prices. Plus, the drag on chipmakers and silicon and such is the risk that AI collapses and takes chip demand with it. In such a scenario, Micron and such stocks crash. This has to be priced in.
Please provide a link of a Chinese company building a data center on US soil.
chinese data centers in the US Chinese data centers in the US fall into two main categories: cloud infrastructure hubs (Alibaba, Tencent) and telecom PoPs or Points of Presence. These facilities are operated by Chinese tech conglomerates and state-owned telecom carriers.Key Chinese provider data centers in the US include:Alibaba Cloud: Operates two US regions, each with multiple availability zones:US East (Virginia)US West (Silicon Valley, California)Tencent Cloud: Operates multiple US cloud infrastructure locations:Silicon Valley, CA (hosts two availability zones)Ashburn, VAChina Telecom / China Mobile / China Unicom: Maintain extensive network Points of Presence (PoPs) and data center infrastructure in hubs like New York (60 Hudson Street), Los Angeles (818 W 7th St), San Jose (1735 Lundy Ave), and Ashburn, VA.Regulatory and Security Status:These Chinese-owned data center operations face significant regulatory shifts in the US. Citing national security concerns, the Federal Communications Commission (FCC) voted unanimously in spring 2026 to advance a rule that would bar state-owned Chinese telecoms (including China Telecom and China Mobile) from operating data centers and network gateways in the United States.
I’m not. I’m clearly talking about revenue and simply scaling the profits accordingly.
So you are assuming no diminishing returns?
It doesn’t have to scale, it just has to become the predominant conduit for online activity in the US. That’s my point. As of the end of net neutrality and advancements in AI happening simultaneously in 2024-2025, the internet essentially went up for sale in the US to the highest bidders. They are now bidding to get the biggest pieces of it.
So basically the new Google, and it wont matter that options like DuckDuckGo exist. Cause people are dumb. I get it, and agree....to a point. Like I said earlier, its one thing for people to shell out $10 a month to a streamer when movies are free at the library, its another when the cost is $10k. I believe these valuations assume people will pay the $10k.
I don’t think that expenses go away completely. Obviously there will be regular maintenance costs. I think we disagree on how big those expenses are going to be after the front end investment. That’s fine.
Agreed.
I should have perhaps rephrased to say “more capable”. As in more broadly focused on a larger variety of tasks. More seamlessly integrated into everything we do online. I’m not talking about an image generator getting better at not misspelling words. That’s missing the forest for the trees.
I'll believe it when spell check works.
Relative to the S&P500. This is why I have money in XMAG. But its not on point.
I’m not following this one.
Anti trust enforcement SHOULD be used to prevent such mergers, and theres been movement that way, but it likely wont happen. As such, theres too much profit in being one company that "owns" 70% of the internet than two companies that own around 35% each. Mergers will happen. Its just economics.
These political reactions are unknowable. Far too many variables.
Thats like saying I dont know when the market goes up or down, therefore it will never go up or down. No. If what you are predicting happens, it demands a reaction. We cant predict when or how that reaction will occur, but we know from history and basic human nature that it will happen.

Example, you cant say a homeowner will find a loophole and never owe property taxes, and then will tell others and they wont owe either, for forever. By the nature of what's happening, the law will change. The bigger the change, the more likely the reaction that mitigates it.
But in general, you can expect the US government to heavily protect huge US businesses that are investing trillions of dollars on US soil, and creating US jobs.
True. But if those businesses are driving depression level unemployment, all bets are off. *Ma Bell enters the chat.*. There's already a large push that Amazon is anti-competitive and should be broken up. In past ages, that would have already happened. If what you are predicting comes to pass, most likely we see anti-trust actions that would make FDR blush.
No, I’m not. I’m simply saying these companies will likely continue their current earnings and profit trajectory of the past 20-30 years. I don’t think that’s a wild take. But it’s obviously very different from yours - that some of these companies may not even survive. That’s quite the hill to die on.
Its a pretty wild take, as those 20-30 years are unprecedented, and would result in them being like 80% of GDP.

I think the big pre-existing players will always be around in some form or another. IBM is still kicking around. Its the OpenAIs and Anthropics, the startups with nothing to them but debt and AI hopes and dreams, that will either be absorbed or go bankrupt.
Again, that’s almost exactly what I’m saying. Stock price / profit / EPS growth in the neighborhood of 12~25% per year, which is more or less what the Mag 7 has done over the long haul…..better than almost anyone.
Until they are what % of GDP? What is the rest of the economy doing during this? Growing the same, or giving up all their profits to AI? Whats employment doing? Pay?
The thing is, they’ve all gotten so damn big that the profit growth trajectory demands that they make these gigantic investments and transcendent business shifts to keep it going.
Thats why its quite a take to think their growth will go on at the same rate after the expansion period they've already gone through.
Again, it’s so much bigger than the AI tools. It’s the fuel running them that matters. Whoever controls that infrastructure will have the ability to influence end consumers to an extent that we’ve never seen before.

To your example, China has an AI tool that is cheap for the license, they will still potentially have to lease space from US data centers controlled by US private enterprise in order to run it. That is IF the Mag 7 choose that particular route to monetize it. They may also just restrict it entirely.
Part of my argument is how do they monetize a product that is expensive to provide but has easy cheap competition? Branding is part of the answer, and i think a main part of why they are building so fast. First adopter advantage. People still pay for coke when water is right there. People google when its no longer the best search engine. But I think there's a limit to where branding can take you.
 

JackReacherDawg

Sophomore
Apr 7, 2026
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AI will increasingly be a good tool, largely via purpose built agents. So, effectively, it will usher in the next round of automation and efficiency for processes that humans determine need such efficiencies. Like all markets, competition will drive the margins and price down to a "normal" business model that considers cost, price and profitability. There will be winners and losers and I expect a lot of consolidation. I expect, given a liberal tech lifecycle of 5-7 years, the winning data centers will be on a continuous tech refresh cycle that keeps chip makers in business and flatten the growth curve substantially. A number of them will just close because the business justification for refreshing the tech and keeping the doors open just won't be there.

I used Co-Pilot AI to demonstrate why AI isn't I and won't be...

CategoryHuman BrainCurrent AI Models (GPT-5-era systems)
Energy Use~20 wattsThousands to millions of watts for training
Learning EfficiencyLearns from few examplesOften requires massive datasets
MemoryAssociative, lifelong, contextualLarge but limited context and stored weights
ReasoningGeneral-purpose, adaptableStrong but specialized statistical reasoning
CreativityOriginal, experience-basedRecombinational and pattern-based
Sensory IntegrationNatural multimodal perceptionArtificially integrated modalities
Self-AwarenessSubjective consciousness (as far as known)No evidence of consciousness
SpeedSlow neurons (~1-200 Hz)Extremely fast digital operations
ReliabilityCan be emotional and biasedCan hallucinate and lack common sense
General IntelligenceBroad, flexibleNarrow-to-broad, but not truly general
This is good, but part of what it misses is that AI is LLMs, meaning its based on word choice prediction and probabilistics. Its NOT math based, and is actually pretty horrible at doing math. Math is the language of logic. All past software tech was based on programming logic. It was deterministic. A program would have the same result every time. You could accurately predict the outcome based on the inputs and the program. But LLMs dont operate that way. Thats why they can never be accurate enough for most things. Big tech hopes if they just dump more processing power and more training into it, that it will take that next step. But it never will. It has its uses, but will always be too limited to be transformational.
 
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horshack.sixpack

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This is good, but part of what it misses is that AI is LLMs, meaning its based on word choice prediction and probabilistics. Its NOT math based, and is actually pretty horrible at doing math. Math is the language of logic. All past software tech was based on programming logic. It was deterministic. A program would have the same result every time. You could accurately predict the outcome based on the inputs and the program. But LLMs dont operate that way. Thats why they can never be accurate enough for most things. Big tech hopes if they just dump more processing power and more training into it, that it will take that next step. But it never will. It has its uses, but will always be too limited to be transformational.
Hence my belief that task specific agents trained on closed data sets, and bound by tested prompts will be the next meaningful thing that we get out of it. That means that it is far from being a point and shoot tool. Example: I have a large national franchisee who has meetings with franchises often to discuss financial performance. Obviously the franchise has many financial reports but often other questions arise that they do not have a report ready to support. They don't want to build and deliver canned reports for all franchises, but they do want an agent that trains on the most common questions so that they can answer them in real-time, during meetings. They will continue to build out the agent capabilities. In most cases, these questions can be gotten from the data, but the accounting system doesn't directly support the report that is needed.
 

Perd Hapley

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Are they? You're getting towards my area of expertise. I dont know how these data centers are being built, but in general such things are not built for longevity. Even when they try, they try to do so cheaply, and might as well not have bothered. You have to design such things in from the beginning, and US companies....just dont.
I think there’s way too much at stake here for them to miscalculate the budget and planned useful life by any appreciable amount. These data centers all have redundancies on top of redundancies. Backup power, backup cooling, back up processing, etc.

The fact that the companies building these things are typically not construction / engineering experts by trade is, in my opinion, a good thing because they are outsourcing that expertise to those who are, and not doing the typical corner cutting that you mention.

You’re not wrong though about what most US companies typically do in greenfield construction. I’ve seen that myself, too. But the Mag 7 are not most US companies.

I disagree, based on the chip costs. I rack of chips literally costs like $5M. Ok, so the rack is now modular and they save $10k on the future switch out. Whoopidy doo.
$5M is not the cost in perpetuity. I already addressed that.

Fair point. But I dont see the buildouts slowing enough to significantly change prices. Plus, the drag on chipmakers and silicon and such is the risk that AI collapses and takes chip demand with it. In such a scenario, Micron and such stocks crash. This has to be priced in.
May not happen for another year or two….but they will come down.

chinese data centers in the US Chinese data centers in the US fall into two main categories: cloud infrastructure hubs (Alibaba, Tencent) and telecom PoPs or Points of Presence. These facilities are operated by Chinese tech conglomerates and state-owned telecom carriers.Key Chinese provider data centers in the US include:Alibaba Cloud: Operates two US regions, each with multiple availability zones:US East (Virginia)US West (Silicon Valley, California)Tencent Cloud: Operates multiple US cloud infrastructure locations:Silicon Valley, CA (hosts two availability zones)Ashburn, VAChina Telecom / China Mobile / China Unicom: Maintain extensive network Points of Presence (PoPs) and data center infrastructure in hubs like New York (60 Hudson Street), Los Angeles (818 W 7th St), San Jose (1735 Lundy Ave), and Ashburn, VA.Regulatory and Security Status:These Chinese-owned data center operations face significant regulatory shifts in the US. Citing national security concerns, the Federal Communications Commission (FCC) voted unanimously in spring 2026 to advance a rule that would bar state-owned Chinese telecoms (including China Telecom and China Mobile) from operating data centers and network gateways in the United States.
They have no actual data centers here. They lease the cloud server space from existing data centers that are owned and operated by US enterprise. That faucet can be cut off at any time, and the price can go up at any time.

So you are assuming no diminishing returns?
It was a thought experiment, not necessarily a prediction. But $1T revenue converted to $250B profit / $500B operating / $250B debt….that’s 25% ratio of profit to revenue.

Currently, AMZN is $717B revenue, $120B net profit (if you exclude the heavy cash dump into AI front end infrastructure….$90B otherwise), $380B gross profit. Assuming they just grow the revenues only without growing business efficiency at all, they’d be at around $170B in profit at $1T revenues, in early 2029. If efficiency improves, debt scaled back / paid down, getting to $250B isn’t out of the question. I’d consider it somewhere in the middle of a 50% percentile outcome, and best case scenario. Personally, I’d lean more towards $200B in profit by early 2029, and I think any AMZN investors would take that right now.

So basically the new Google, and it wont matter that options like DuckDuckGo exist. Cause people are dumb. I get it, and agree....to a point. Like I said earlier, its one thing for people to shell out $10 a month to a streamer when movies are free at the library, its another when the cost is $10k. I believe these valuations assume people will pay the $10k.

Well, think of it more like AMZN throttling Google ISP traffic through their data centers, and vice versa, and/or charging the other companies a premium to not throttle, AMZN entering the “search engine space” and packaging everything together in a bundle that competes with Google / YouTube / Gemini. Maybe they both even get into the mobile carrier domain and leverage the data center computing for that.

Relative to the S&P500. This is why I have money in XMAG. But its not on point.
What other reference point could you possibly use? The Russell 2000? A crypto ETF?

Anti trust enforcement SHOULD be used to prevent such mergers, and theres been movement that way, but it likely wont happen. As such, theres too much profit in being one company that "owns" 70% of the internet than two companies that own around 35% each. Mergers will happen. Its just economics.
I don’t know that they will….not between multiple Mag 7’s, anyway.

Thats like saying I dont know when the market goes up or down, therefore it will never go up or down. No. If what you are predicting happens, it demands a reaction. We cant predict when or how that reaction will occur, but we know from history and basic human nature that it will happen.

Example, you cant say a homeowner will find a loophole and never owe property taxes, and then will tell others and they wont owe either, for forever. By the nature of what's happening, the law will change. The bigger the change, the more likely the reaction that mitigates it.
This requires too many specific underlying assumptions to really dive into any further. I’m just gonna say, “OK”.

True. But if those businesses are driving depression level unemployment, all bets are off. *Ma Bell enters the chat.*.
How are they going to drive depression levels of unemployment? Why would they? That’d kill the golden goose.

There's already a large push that Amazon is anti-competitive and should be broken up. In past ages, that would have already happened. If what you are predicting comes to pass, most likely we see anti-trust actions that would make FDR blush.

AMZN would likely just sell off the retail or shipping segments to somebody else, and focus more on everything else, and their return %’s would probably get even better. But I don’t think the argument that they are anti-competitive really holds water because they have numerous competitors in every segment of their operation.

I do think there is an argument to be made that maybe they have gotten too big for their own good, they are trying to do too much, and that is hurting their ability to efficiently turn profits. And I think their current return rate and valuation possibly reflects that.

Its a pretty wild take, as those 20-30 years are unprecedented, and would result in them being like 80% of GDP.
Well, they are currently at 60% of GDP right now, after representing only 10% of GDP as recently 2014. Is another 20% over the next 4-5 years really an unlikely situation?

I think the big pre-existing players will always be around in some form or another. IBM is still kicking around. Its the OpenAIs and Anthropics, the startups with nothing to them but debt and AI hopes and dreams, that will either be absorbed or go bankrupt.
I do agree with most all of this.

Until they are what % of GDP?
Who knows? Again, they are 60% right now.
What is the rest of the economy doing during this?
Probably still growing, albeit more slowly than tech (as has been the case for awhile).

Growing the same, or giving up all their profits to AI? Whats employment doing? Pay?
I don’t think the rest of the economy is going to be footing nearly the “AI bill” as the Mag 7 are. But again, this is bigger than AI. They are buying up the internet bandwidth, with the assumption that the internet will be 95% AI driven within 5-10 years.

Thats why its quite a take to think their growth will go on at the same rate after the expansion period they've already gone through.
I mean, something has to give. All of their stock prices assume at least 60-70% of their recent growth rates will remain intact. We’ll see.

Part of my argument is how do they monetize a product that is expensive to provide but has easy cheap competition?
Again, the product they’re monetizing isn’t their own unique AI platform. It’s the engine that will power ALL AI platforms. That’s what you keep missing.
 

JackReacherDawg

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Apr 7, 2026
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You’re not wrong though about what most US companies typically do in greenfield construction. I’ve seen that myself, too. But the Mag 7 are not most US companies.
Maybe. Its the architectural equivalent of re-inventing the wheel. I highly doubt it.
$5M is not the cost in perpetuity. I already addressed that.
Even if costs drop 80%, thats still $1M a rack, and the modularity savings cant be more than around 1% of that. Its basically a warehouse that holds gold bars. The shelves ain't the cost driver my dude.
May not happen for another year or two….but they will come down.
In what scenario where AI is transformational? You think compute needs will massively go down?
They have no actual data centers here. They lease the cloud server space from existing data centers that are owned and operated by US enterprise. That faucet can be cut off at any time, and the price can go up at any time.
A lease is a contract. So sure, if the law doesnt matter. Often it doesnt anymore. But its the same if they owned it. Still doesnt account for China offering goods and services cheaper than US providers. Protectionism is hard these days. And if you're using it to prop up massive Mag 7 profits which drive unemployment? Thats pitchforks territory. Good luck with that.
It was a thought experiment, not necessarily a prediction. But $1T revenue converted to $250B profit / $500B operating / $250B debt….that’s 25% ratio of profit to revenue.
This sure sounds like assuming no diminishing returns. Generally, when a good costs more per unit to make, and the next buyer is less willing to pay than the last.....you dont keep making the same profit the more you sell.
Well, think of it more like AMZN throttling Google ISP traffic through their data centers, and vice versa, and/or charging the other companies a premium to not throttle, AMZN entering the “search engine space” and packaging everything together in a bundle that competes with Google / YouTube / Gemini. Maybe they both even get into the mobile carrier domain and leverage the data center computing for that.
So a monopoly on the internet, in other words? Where were you on the net neutrality debate btw?
What other reference point could you possibly use? The Russell 2000? A crypto ETF?
The dollar
I don’t know that they will….not between multiple Mag 7’s, anyway.
Monopoly power tends to work better when you have an actual monopoly.
How are they going to drive depression levels of unemployment? Why would they? That’d kill the golden goose.
Almost getting it!

The profits you envision are impossible without mass layoffs. Its the savings from layoffs that pay for the tokens that pay for the AI.

Otherwise, for profits from monopolizing the internet, these are profits without creating value. Rents. Meaning it decreases profit and wealth elsewhere.
AMZN would likely just sell off the retail or shipping segments to somebody else, and focus more on everything else, and their return %’s would probably get even better. But I don’t think the argument that they are anti-competitive really holds water because they have numerous competitors in every segment of their operation.
Thats missing the point that Amazon drives profits via uncompetitive behavior.
Well, they are currently at 60% of GDP right now, after representing only 10% of GDP as recently 2014. Is another 20% over the next 4-5 years really an unlikely situation?
Mag 7 profits are current 1.5% of GDP.
I don’t think the rest of the economy is going to be footing nearly the “AI bill” as the Mag 7 are. But again, this is bigger than AI. They are buying up the internet bandwidth, with the assumption that the internet will be 95% AI driven within 5-10 years.
So, rents.
I mean, something has to give. All of their stock prices assume at least 60-70% of their recent growth rates will remain intact. We’ll see.
Yep.
Again, the product they’re monetizing isn’t their own unique AI platform. It’s the engine that will power ALL AI platforms. That’s what you keep missing.
It doesnt make much sense.