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The AI boom is causing shortages everywhere else

https://www.washingtonpost.com/technology/2026/02/07/ai-spending-economy-shortages/
1•1vuio0pswjnm7•15s ago•0 comments

Suno, AI Music, and the Bad Future [video]

https://www.youtube.com/watch?v=U8dcFhF0Dlk
1•askl•2m ago•0 comments

Ask HN: How are researchers using AlphaFold in 2026?

1•jocho12•5m ago•0 comments

Running the "Reflections on Trusting Trust" Compiler

https://spawn-queue.acm.org/doi/10.1145/3786614
1•devooops•9m ago•0 comments

Watermark API – $0.01/image, 10x cheaper than Cloudinary

https://api-production-caa8.up.railway.app/docs
1•lembergs•11m ago•1 comments

Now send your marketing campaigns directly from ChatGPT

https://www.mail-o-mail.com/
1•avallark•14m ago•1 comments

Queueing Theory v2: DORA metrics, queue-of-queues, chi-alpha-beta-sigma notation

https://github.com/joelparkerhenderson/queueing-theory
1•jph•26m ago•0 comments

Show HN: Hibana – choreography-first protocol safety for Rust

https://hibanaworks.dev/
5•o8vm•28m ago•0 comments

Haniri: A live autonomous world where AI agents survive or collapse

https://www.haniri.com
1•donangrey•29m ago•1 comments

GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•42m ago•0 comments

Atlas: Manage your database schema as code

https://github.com/ariga/atlas
1•quectophoton•45m ago•0 comments

Geist Pixel

https://vercel.com/blog/introducing-geist-pixel
2•helloplanets•48m ago•0 comments

Show HN: MCP to get latest dependency package and tool versions

https://github.com/MShekow/package-version-check-mcp
1•mshekow•55m ago•0 comments

The better you get at something, the harder it becomes to do

https://seekingtrust.substack.com/p/improving-at-writing-made-me-almost
2•FinnLobsien•57m ago•0 comments

Show HN: WP Float – Archive WordPress blogs to free static hosting

https://wpfloat.netlify.app/
1•zizoulegrande•58m ago•0 comments

Show HN: I Hacked My Family's Meal Planning with an App

https://mealjar.app
1•melvinzammit•59m ago•0 comments

Sony BMG copy protection rootkit scandal

https://en.wikipedia.org/wiki/Sony_BMG_copy_protection_rootkit_scandal
2•basilikum•1h ago•0 comments

The Future of Systems

https://novlabs.ai/mission/
2•tekbog•1h ago•1 comments

NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
2•gbugniot•1h ago•0 comments

Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
3•throwaw12•1h ago•1 comments

Show HN: MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
1•everettjf•1h ago•2 comments

Show HN: Omni-BLAS – 4x faster matrix multiplication via Monte Carlo sampling

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•1h ago•1 comments

The AI-Ready Software Developer: Conclusion – Same Game, Different Dice

https://codemanship.wordpress.com/2026/01/05/the-ai-ready-software-developer-conclusion-same-game...
1•lifeisstillgood•1h ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•1h ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
2•andreabat•1h ago•1 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
2•mgh2•1h ago•1 comments

U.S. CBP Reported Employee Arrests (FY2020 – FYTD)

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
1•ludicrousdispla•1h ago•0 comments

Show HN: I built a free UCP checker – see if AI agents can find your store

https://ucphub.ai/ucp-store-check/
2•vladeta•1h ago•1 comments

Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•1h ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
2•lifeisstillgood•1h ago•0 comments
Open in hackernews

The 'S&P 493' reveals a different U.S. economy

https://www.msn.com/en-us/money/markets/the-s-p-493-reveals-a-very-different-us-economy/ar-AA1R1VUJ
120•MilnerRoute•2mo ago

Comments

nektro•2mo ago
real url https://www.washingtonpost.com/business/2025/11/24/sp500-sto...
omnicognate•2mo ago
Yes, it would be good if the URL could be changed to this as the MSN link misses out all the charts, which are rather crucial.
jvdvegt•2mo ago
Without paywal: https://archive.is/qOjdE
jimbob45•2mo ago
In previous years, I could have excused such shoddy journalism. In the age of LLMs that can do the work for you, it’s inexcusable that the author didn’t pick 3-5 sample strong economies from the past to judge today by.
faidit•2mo ago
Such as? (edit: to clarify, since you apparently downvoted me for asking [lmao], what exactly are these 3-5 alleged success stories for monopolism/crony capitalism that ChatGPT told you about?)
sokoloff•2mo ago
A user cannot downvote a comment that’s directly in reply to their own.

It was likely other user(s) who downvoted a comment that they perceived as low-effort and adding little to the discussion, which I could easily see if the entire comment was something like “Such as?”

faidit•2mo ago
I see, thanks. FWIW I was succinct because I didn't think a comment to the effect of "I prefer to let AI do my thinking for me" merited a substantive response. I was (and still am) also genuinely curious what these 3-5 examples were. South Korean chaebols? Roman latifundia? Perhaps we'll never know
sach1•2mo ago
I mean... You could always ChatGPT it yourself, could you not? Your ability to find information around this doesn't appear to be hampered by anything other than your imagination.

I would be curious as to what your prompt ends up being (and the reply obviously) if you choose to do so.

faidit•2mo ago
I think my prompt and the response I get would be likely to just reflect my own biases (leftist, anti-monopoly etc), which IMO wouldn't add any more to the discussion than did my own annoyance at being downvoted, lol. I think history is so full of examples of top-heavy economies succumbing to stagnation and collapse, it almost doesn't bear mentioning any. Likewise, I think that someone with opposite opinions could get an opposite answer from a sycophantic LLM, and both of us hiding behind LLMs merely obfuscates the debate.

That is to say, I was hoping to get an elaboration of the implicit critique in the comment I originally replied to, since that person seemed so upset that they must have had a profound disagreement with the premise in the article, rather than just being upset that the author didn't seem to have used AI. I suspect they don't want to reply because they know any examples of "strong economies" where the gains were monopolized by a few key players can be easily countered with the story of how those economies subsequently entered a terminal decline, and/or relied on state subsidies to survive. It would also be self-defeating for me to consult AI since I disdain that person's apparent sentiment that we should always default to LLMs instead of having human discussions, considering evidence on our own and reaching our own conclusions.

aeternum•2mo ago
Different than when the railroads dominated the market, or the industrials dominance in the 20s and 30s, or the nifty fifty, or the communication dominance in the late 90s?

Does the S&P 493 reveal a different economy or does it reveal that the author published an article based on feelings instead of research?

Mistletoe•2mo ago
All those ended pretty badly, right?
spwa4•2mo ago
Problem is, eventually everything ends badly. You can make this argument about "average S&P500 company", and the time in which it ends badly has gone down over time. In the last 10 years the average S&P500 company ends badly after about 18 years.

If memory serves it was about 30 years in 2000, and much longer before that.

By contrast most of these mania lasted a lot longer.

arjie•2mo ago
I remember reading this headline and then going and looking at the XMAG index[0].

YTD: +15.5%

1 year: +9%

Since inception (Oct 2024): +14%

Comparing that with S&P500

YTD: +16.7%

1 year: +13%

Since XMAG inception: +18%

The article should start with such a comparison but it just seems like a lot of text with very little numerical comparison, which makes it not very useful to conclude what the case is.

0: https://www.defianceetfs.com/xmag/

edoceo•2mo ago
Correct! Backtest and compare ratios to common indexes!
omnicognate•2mo ago
The MSN link on the post doesn't have the charts the original WaPo article [0] contains, which provide just such a comparison, though over a longer period (from 2019), showing 132% vs 1057%. (No idea if that is right or more/less meaningful, just pointing out it's missed off this link.)

[0] https://www.washingtonpost.com/business/2025/11/24/sp500-sto...

rsanek•2mo ago
https://archive.is/qOjdE
itsdrewmiller•2mo ago
Neither Nvidia nor Tesla were top 7 by valuation in 2019 though - this seems like it heavily relies on cherry picking the most successful stocks over the past 6 years and comparing them against everything else.
estimator7292•2mo ago
Isn't that the entire point? To see what the economy is doing outside of the current bubble?
anovikov•2mo ago
If we made a similar comparison to the SP500 index since its inception in 1926, and made a chart of total returns difference over 1 year sliding window, between index and index minus it's top 7 performing stocks, i bet we will see this recent period isn't at all exceptional. Every economic boom is propelled by one or two sectors that have a limited number of players.
torginus•2mo ago
Good point, but you also need to correct for inflation - which was about 9.5% if I'm looking it up correctly. Adding a 2% yearly EUR inflation, that eats up 11.5% of the value.

This gives 4% real value growthy for XMAG - and 5.2% for MAG7. It also needs to account that Trump's election and the tariff craziness was almost exactly a year ago, so the numbers might be a bit unreliable.

This raises interesting questions about the profitability of AI - if AI was economically valuable, we'd see network effects on companies that produce AI inputs - power, datacenter, servers etc. or other companies becoming more valuable as a result which doesn't seem to be tha case.

milleramp•2mo ago
All words, not one chart or graph.
omnicognate•2mo ago
Only because this is a crap link.

https://www.washingtonpost.com/business/2025/11/24/sp500-sto...

https://archive.is/qOjdE

senordevnyc•2mo ago
Why the fuck is TSLA ever included in this list?
readthenotes1•2mo ago
Because of how well its stock has done since 2020 compared to the s&p 493.
senordevnyc•2mo ago
It’s barely beat the market. Lots of huge companies have outperformed Tesla over the last five years. Eli Lilly, as one random example.
gblargg•2mo ago
So if we look at companies that didn't do as well, we find that they didn't do as well as those that did really well?
blensor•2mo ago
I guess the story here is more like

If you take the Top 500 companies as an indicator how well your economy is doing, but everything is carried on the shoulders of only 1.4% of those 500 companies then what is the point of looking at the 500 companies in the first place.

Make an S&P10 then instead. or in addition to the S&P500

That would probably be a good way to look at it anyway. Looking at the trend of the S&P10 vs. S&P500 and if they agree then thumbs up, but if they disagree then things might not be as rosy as everyone thinks

kasey_junk•2mo ago
The problem with that approach is you miss out on the gains of tracking a company from when its market cap is small to when it is large, and only capture the opposite as it leaves the top 10.

This is one reason people are so concerned with companies going public later. If they just appear in their fully formed embodiments then you can only capture their growth after they are large and their death.

cromka•2mo ago
How about S&PMedian? Wonder how this would do over the time.
blensor•2mo ago
Interesting idea, even average would probably already work, it would give high performers some impact but not as much as now.

But it kinda misses what the S&P is in my pov. An index tracking how the value of those companies developed over the years measures by what you would have now if you would have invested in each of them

barchar•2mo ago
Probably not well. You'll be consistently betting against the market with very little reason to believe you're really adding information.

Also, cap weighting reduces your need to trade and thus your overhead and tax costs.

barchar•2mo ago
Them not agreeing isn't a bug. I bet it's pretty historically normal.
rainsford•2mo ago
> If you take the Top 500 companies as an indicator how well your economy is doing, but everything is carried on the shoulders of only 1.4% of those 500 companies then what is the point of looking at the 500 companies in the first place.

It's valid to argue that success of companies in the S&P 500 is not evenly distributed, but if you really want to understand the impact of that distribution on the economy you have to look at the value of each company rather than treating them equally.

The top 7 companies might only be 1.4% of the companies in the S&P 500, but they represent roughly 35% of the market cap of companies in the index. Because of that, they have an impact on the broader economy much larger than the raw number of companies would suggest. "Just" Nvidia doing well is going to have a much larger economic impact than just Newell Brands, which I have never heard of but is apparently one of the smallest on the index. In fact Nvidia's market cap is roughly 1000 that of Newell Brands with presumably similarly disproportionate economic impact.

creer•2mo ago
> Make an S&P10 then instead

How do you pick these 10? After the fact, necessarily. So then meaningless for tracking the economy.

ajross•2mo ago
No, it's about relative value. Obviously it's a tautology to announce that you've discovered that stocks that did really well outperformed ones that didn't.

The interesting thing is that the aggregate market gains are almost entirely concentrated in those stocks. It's not a statement about sorting, it's a statement about distribution.

dangus•2mo ago
And those companies still did extremely well. It just so happens that the top 7 of them did insanely well.
xg15•2mo ago
The problem is that the set that "did really well" consists of only seven companies.
nairboon•2mo ago
The stock market has been dominated by a single industry many times in history: railroads (Union Pacific), oil (Standard Oil, later Exxon), steel (U.S. Steel), banking (JPM), industrials (GE), telecom (ATT), computer hardware (IBM, MSFT, Intel), smartphones (Apple), consumer internet (Facebook, Google, Amazon) and now "AI" (Nvidia, Magnificent 7).

Isn't the interesting question now: what follows? Or does history end with Mag7?

epolanski•2mo ago
I think that the overall point is that gargantuan big tech capex is hiding an overall weakness in the economy.
blue1•2mo ago
So a viable strategy would be to only buy the best 7 stocks? Like the Dogs of the Dow, but reversed? (The Gods of the Dow?)
Ekaros•2mo ago
It works until it doesn't. And it can stop working very fast. Which is the scary part. But then it also depends on entry point. If you entered early even going down say 40% or 60% might not make you go red.
tybit•2mo ago
Yeah, investing in the top companies leads to higher returns for most periods when looking short term.

Over longer periods, the top companies by market cap tend to change though. https://www.investmentnews.com/equities/only-one-of-the-worl...

So if you want to invest in the top companies, you either need to think they won’t change anymore, or you need to find when to buy and sell. Index funds solve this problem for you, albeit with slightly lower returns in the short term.

killingtime74•2mo ago
It's only a "strategy" because you know what happened to the share price. If you can tell the future why not buy the lottery instead.
throw0101a•2mo ago
> So a viable strategy would be to only buy the best 7 stocks? Like the Dogs of the Dow, but reversed? (The Gods of the Dow?)

Or go with a NASDAQ 100 index: you'll generally get higher returns than the S&P 500 or Russell 3000, but you'll also get higher volatility. How well would you sleep at night with drops of -20% more often?

* https://www.investopedia.com/nasdaq-100-or-s-and-p-500-the-b...

Reminder that US stocks can do badly (and the only thing that could save US domestic investors is bonds):

* https://www.forbes.com/sites/investor/2010/12/17/the-lost-de...

toast0•2mo ago
Yes. If you know which stocks will do best over the next year (or other time period), only buy those.
blue1•2mo ago
I was basically thinking about investing in the “S&P7”. No forecasting.
barchar•2mo ago
This is probably ok if you consistently sell stuff that exits the top7 and buy stuff that enters, but I kinda doubt it's all that much better. Same as the s&p500 and the Russell 5000 have really similar returns.

You'll be more exposed to screwing things up when companies enter/leave.

i_like_apis•2mo ago
propaganda. "the economy isn't actually good!"

they won't even show a chart in the article. 493 is up ... look at a 2025 5y chart. not that "basically flat" (actually 2023) chart google tries to feed you as a top result.

mschuster91•2mo ago
> propaganda. "the economy isn't actually good!"

The thing is, there are three distinct interpretations of the word "economy", and depending on which of the definitions you subscribe (or belong) to, either of "the economy is good/okay/bad" can be true!

1) being the economy for the (uber) rich, "big tech", "big seven", FAANG, however you want to call it. That economy is running hot on 'roids "thanks" to the AI ouroboros / bubble / incestuous investment relationships. Money printer go brr. You get it. The only thing you have to take care about now if you belong to that bubble is to slowly unwind enough bags onto clueless retail gamblers before the bubble pops.

2) being the economy for the pension funds, the value of all the "dumb capital", S&P 500/DAX/MSCI and the likes. That economy is doing ... okay-ish, partially thanks to the AI bubble, but when that bubble pops, it's going to have Covid/2007ff effects on the pension funds.

3) being the economy for the 99% - and that economy is in the gutter. On the income side, job losses run rampant across the board, especially "entry level" jobs but also skilled jobs like translators are getting wiped out by AI, and in other industries (advertising, "luxury" goods) the cause is people cutting back on spending because they don't have any money left or are holding their money together because they fear a serious macro-economic disaster. On the expense side, cost of living have been exploding for years without adequate salary hikes - rents, basic groceries, cable TV and its replacement of half a dozen of streaming services, gas, electricity, the impact of Trump's tariffs, whatever.

Not recognizing (or ignoring) these wildly different realities is what killed Trump 1, Biden and is now killing Trump 2. You can't go and yap on the big screen about the economy being at record highs while the actual reality on the ground is everything but that. And it's not just the US that has these problems either, it's the same across the board in Western countries. The only thing the US has "exclusively" is the tariffs.

boppo1•2mo ago
lol Adam Smith called this. The Wealth of Nations is all about how nominal increases in how the rich measure their wealth aren't really 'good economy', it's the goods and services and upward economic mobility everyday people have access to
i_like_apis•2mo ago
Predictably, if you say anything sane on the internet, you get a longwinded rude nonsense reply for your effort.

The consistent message from social media in the last 10 years is: don't try to talk sense. That will be punished.

mschuster91•2mo ago
> Predictably, if you say anything sane on the internet

Your comment wasn't sane, it was literally just what I quoted and one additional sentence of unsubstantiated rambling.

throw0101a•2mo ago
For those that think that the popular indexes (e.g., cap-weighted S&P 500) are too heavily concentrated, there are equal weight indexes and funds available:

* https://www.spglobal.com/spdji/en/indices/equity/sp-500-equa...

* https://www.ishares.com/ch/professionals/en/products/328658/...

* https://www.invesco.com/ca/en/financial-products/etfs/invesc...

US equity markets / stocks look to have outperformed other markets over the last few years, it may be more that US tech stocks have been the outperformers (rather than US stocks generally):

> Looking at this data, there are two distinct periods of extended U.S. outperformance—the late 1990s and today. And what do these two periods have in common? The rise of U.S. technology stocks. Bespoke Investment Group recently created this chart illustrating this phenomenon:

> Now that the U.S. technology sector makes up over 30% of the S&P 500 (as it did back in 2000), this begs the question: Is U.S. outperformance just a technological fad?

* https://ofdollarsanddata.com/do-you-need-to-own-internationa...

Reminder that US stocks can do badly (and the only thing that could save US domestic investors is bonds):

* https://www.forbes.com/sites/investor/2010/12/17/the-lost-de...

yomby•2mo ago
132% in the past five years is still a pretty picture if you ask me