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GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price

https://openai.com/index/introducing-gpt-6-1-sol/
594•crorella•3h ago•516 comments

USPS shuts down site that sold 5M counterfeit postage labels for $2 each

https://postalemployeenetwork.com/news/2026/09/26/u-s-postal-inspectors-shut-down-website-selling...
23•ilamont•1h ago•18 comments

Tcl/Tk 9.1 Released

https://www.tcl-lang.org/software/tcltk/9.1.html
156•dmux•3h ago•45 comments

Nicholas Polson has authored 258 academic papers in 2026 (so far)

https://statmodeling.stat.columbia.edu/2026/08/27/258/
72•zaik•1h ago•45 comments

How Delhi cut electricity loss from 50 to 5 percent

https://spectrum.ieee.org/delhi-electricity-loss
377•rbanffy•7h ago•210 comments

PS5 Relapse Exploit

https://github.com/ntfargo/Relapse-Exploit
146•therepanic•4h ago•74 comments

AI needs $6T in annual revenue to justify data centre boom

https://www.thenationalnews.com/future/technology/2026/09/29/ai-industry-needs-to-earn-6-trillion...
102•Betelbuddy•1h ago•72 comments

DraftKings Is Using AI to Behaviorally Target Chronic Gamblers

https://www.eff.org/deeplinks/2026/09/draftkings-using-ai-supercharge-harms-online-behavioral-adv...
418•paimapi•4h ago•287 comments

NAND-16: a computer built from 277,248 NAND gates

https://somethingbig.ai/computer
47•rossant•1d ago•29 comments

Dots: Always-on agents

https://openai.com/index/introducing-dots/
364•alvis•3h ago•277 comments

A Privacy Analysis of Web and Mobile Conversational AI Agents [pdf]

https://jorgegarciaherrero.com/wp-content/interactivos/20260916-Prompt-like-a-butterfly-sting-lik...
392•damaru2•11h ago•125 comments

Virus Stole a Human Gene and Won't Let Go of It

https://www.nytimes.com/2026/09/28/science/virus-molluscum-human-gene.html
53•gumby•1d ago•12 comments

Phyllotaxis: An audio-reactive LED display

https://jagi.studio/posts/phyllotaxis/
238•evakhoury•1d ago•41 comments

Stuck in the Suez Canal – the short version (2021)

https://cathsenker.co.uk/stuck-in-the-suez-canal-the-short-version/
8•joebig•2d ago•1 comments

Without the Hot Air

https://www.withouthotair.com/
115•0sake_rs•7h ago•61 comments

Jeeves. Reasoning improves Jev-like decision models

https://github.com/PostHog/jeeves
207•nicowaltz•9h ago•85 comments

GLM-5.3 and the spread of advanced cyber capabilities

https://www.anthropic.com/research/glm-5-3-and-the-spread-of-advanced-cyber-capabilities
66•Philpax•3h ago•47 comments

Ask HN: What are you reading?

31•dan-bailey•6h ago•84 comments

Walking Men

https://bookofjoe2.blogspot.com/2026/09/walking-men.html
64•surprisetalk•1d ago•22 comments

Show HN: TurboGPT: train 22KiB transformer in 13s

https://github.com/lostmsu/TurboGPT
4•lostmsu•1h ago•1 comments

America.gov

https://america.gov/
92•plesiv•6h ago•72 comments

A Staff Engineer's Guide to Inventing Work

https://sujithjay.com/inventing-work
113•amortize•1d ago•28 comments

Memory Companies Have Destroyed the Consumer Market

https://gamersnexus.net/news-features/memory-companies-have-destroyed-consumer-market
36•DeepLogin•1h ago•7 comments

Using any C++ library in Godot

https://blog.conan.io/cpp/conan/gamedev/godot/cmake/2026/09/29/Using-Any-Cpp-Library-In-Godot.html
147•czoido•11h ago•51 comments

Galaxy Game – Interim Computer Museum

https://icm.museum/blog/?p=698
5•rbanffy•1h ago•0 comments

You are no longer invited to dinner

https://www.derekthompson.org/p/the-death-of-the-american-host
638•barry-cotter•9h ago•592 comments

DevDay 2026 Recap

https://openai.com/index/devday-2026-recap/
71•polygot•3h ago•28 comments

What if Jev spoke Arrow?

https://columnar.tech/blog/what-if-jev-spoke-arrow/
22•ianmcook•4h ago•5 comments

Digital Audio on the ZX Spectrum's 1-Bit Beeper

https://bumbershootsoft.wordpress.com/2026/09/26/digital-audio-on-the-zx-spectrums-1-bit-beeper/
49•ibobev•2d ago•15 comments

Show HN: Real-time Solar System with 526k asteroids and all tracked satellites

https://space.bl2.net/
6•wanick•1h ago•3 comments
Open in hackernews

AI needs $6T in annual revenue to justify data centre boom

https://www.thenationalnews.com/future/technology/2026/09/29/ai-industry-needs-to-earn-6-trillion-by-2031-to-justify-data-centres/
100•Betelbuddy•1h ago

Comments

mkrishnan•54m ago
not really, stop these BS
Insanity•54m ago
Zitron has been talking about this for some months now. The numbers fluctuate, I think $6T is the highest I've seen but low-end is about $1T that doesn't exist today.

His latest newsletter (from today) also talks about this: https://www.wheresyoured.at/dead-money/

simianwords•49m ago
Knowing that Zitron wrote about this makes me think that 6T will actually be reached, given Zitron's abysmal track record.
KronisLV•47m ago
> Zitron's abysmal track record

https://danluu.com/zitron/

I kinda hope corpos with a bunch of money and plenty of normies adopt AI so developers don't get bled (as) dry, esp. given the recent OpenAI changes which I feel like Anthropic is soon to follow.

Edit: explanation of the downvotes would be nice. Dan Luu made a fairly factual article there that explores some of Zitron's claims. And personally I don't see how it's bad to wish for wider adoption of AI so the big orgs get their fill of profit (since enough inference could help fund R&D better) and developers don't have to bear that burden.

gyanchawdhary•39m ago
Zitron is the Greta of tech.
breakyerself•35m ago
What's that mean?
snapplebobapple•31m ago
Obviously means greta and this guy are negative indicators. They are so wrong you can do the opposite of what they tell you and profit reliably.
jchw•30m ago
I think Zitron's biggest mistake is making too many concrete and confident assertions without enough backup. Yet the AI safety doomers have basically never been right either, but nobody seems to mind that; clearly they'll be right when they're right, just wait for it?

Just for fun, I'll join in myself and make two bold half-hearted predictions that will surely be wrong:

- Zitron is wrong about the details, but right about the ultimate fate of the AI companies. Turns out AI is useful after all, it just isn't able to justify trillions of dollars in expenses. Shit falls through hard. Probably not an AI winter, but more like the dotcom bubble, as many have already predicted for years. Everything looks rosey right up until the first domino falls.

- The AI safety doomers are right, just not any time soon. Turns out our depth of understanding what intelligence really means was severely lacking; it's hard to quantify and we never had so many things testing it. Eventually, we really do discover why LLMs emergent capabilities really are inherently limited in ways that just make their ability to meaningfully "escape" less scary, and maybe architectures emerge without these limitations, just not yet. The fight with LLMs and malicious use winds up looking a lot more like a supercharged version of the current fights we have with dumber bots. Everyone winds up having to fight LLMs with LLMs, and this new world eventually pushes both good and bad new legislation in its wake, finally actually pushing responsibility for AI misfires, but probably in a way that is at least as bad as it is good, creating chilling effects and harming competition unnecessarily, because that's just how things go. Maybe we eventually do crack true super intelligence where it's a full superset of human mental facilities, and then geopolitics maybe gets as interesting as it ever has been in history. Probably not in a way that is fun for people living through it.

I can't blame Zitron. It's fun to pretend to be able to predict the future. I still broadly agree that the financials don't really seem to make that much sense even if he clearly keeps getting the details wrong.

Marha01•22m ago
> Yet the AI safety doomers have basically never been right either, but nobody seems to mind that;

I don't think that nobody seems to mind that. Pro-AI people make fun of doomers because of their failed predictions of apocalypse at least since GPT-2 days.

bigstrat2003•3m ago
He has a better track record than you do, so I wouldn't throw shade.
Aboutplants•18m ago
I wish people would realize that Zitron is nothing but a grifter who saw an avenue for content and went all in.

I don’t even disagree with some or even a lot of his takes, it’s just he is singularly a content generator with a track to run on. Look at his previous work, it’s much of the same kind of attempts at being relevant. To me he’s nothing more than a drive time radio host, shouting about something just to fill the air

gizajob•6m ago
An issue is that if you’d have believed him two years ago and taken your money out of the market or even shorted it, you’d have lost money over and over again while he’s continued to pipe exactly the same tune.

“Being right at the wrong time is as good as being wrong” - Howard Marx

missedthecue•44m ago
That segment would include innovations in search, advertising, autonomy and physical AI, analysts at Boston-based Bain said.

Consumer-focused services, which includes subscriptions and advertising revenue, is seen to contribute $200 billion to $400 billion

So not $6T of ARR subscription sales, but $6T of "economic enablement". By 2031, the global economy is estimated to add another $40T of economic activity to GDP. So AI needs to account for 15% of that.

lousken•43m ago
The sooner it pops the better
riazrizvi•41m ago
Feels right and sustainable, ballpark.
bunderbunder•41m ago
They talk a bit about where the AI companies are supposed to get their revenue from. I’d like to see these analyses go a step further and talk about how those AI customers are supposed to come up with that money as well.

For example, the article suggests $1T from enterprise productivity tooling. A quick Google suggests the global enterprise productivity tooling market is only worth about $0.1T right now.

Do we really expect all the world’s corporations to suddenly up their annual spend by 1,000% on average? Why?

zero_shift•36m ago
In a recession, too. You have to ask where the money even enters the funnel.
dawnerd•12m ago
Ultimately I think they’re looking at the taxpayers to bail them out of this bubble. Everyone knows they over invested, no one wants to admit it because they’ll lose money.
tw04•36m ago
Because they’ll be able to just fire all their employees and redirect the spend to AI. That’s the current delusion.
rf15•29m ago
Even if they were right... they don't really understand mass unemployment of that scale, right? Hungry people with a lot of time on their hands are known to get particularly inventive to entertain those who own too much.
hirako2000
godbox•37m ago
Enjoy the bredth of choice you have with LLMs. Most models will fail and disappear, and those that don't will become a lot more expensive.
pkulak•32m ago
If the market crashes, and I can buy a TB of TPU on the cheap, I can host 4.1 flash myself. :D
bryanlarsen•16m ago
I'm fairly confident that the crash will happen because token prices fall through the floor due to competition from the open source models. This will destroy the valuation of the AI firms and their ability to raise capital, so they'll stop spending hundreds of billions per annum on training.

OTOH, this price crash will increase demand for inference. Maybe some data centres will go bankrupt, but the scavengers won't be selling off used TPU's for cheap, they'll operate those data centers to sell you tokens for cheap.

mococa•32m ago
Them AI must make more jobs than the opposite, nobody unemployed will spend cash with shit
godbox•31m ago
To put this into perspective, healthcare, real estate and banking each earn ~$1.5T in revenue annually. This is REVENUE, not profit which is obviously lower than the revenue in every industry. I fail to understand how AI can achieve $6T in annual revenue when the TAM for healthcare and banking is a quarter of that in the US.
6thbit•31m ago

  > forecasts that annual spending on AI infrastructure might hit $1.5 trillion by 2031. 
  > ...
  > sustaining this level of investment would require an AI market approaching $6 trillion annually
This is a 2031 projection of a 6T market, but somehow the article editorializes this into 'justifying' a boom?
__MatrixMan__•29m ago
It's gonna have to be so good that it creates entire industries that didn't exist before. That would be awesome, but I'm not seeing it so far.
bmoathn•25m ago
Such an interesting dilemma. Arguably an incredibly transformative new industry for which the market cannot fundamentally bear the costs. (or IDK, does it actually work now?) How will it play out??

I don't care how good AI is at something like software development or whatever task. If customers were paying real prices for usage would any of us be using it?

Any data out there on how far off enterprise API pricing is from actual compute COGS for these models right now?

ItsMattyG•20m ago
as ai becomes an actual replacement for workers, costs will rise to what you would pay a worker, and $6T will be easy
eleventen•7m ago
If everyone loses their jobs there will be no demand for the products and services those workers used to create.

A perfect ouroboros.

ThePhysicist•19m ago
Then again, investments in AI are 1-2 % of worldwide GDP I think, if you think that this technology can probably increase efficiency at least a couple of times in anything that has to do with information processing it doesn't seem so ridiculous. The electric grid, railroads and other large-scale infrastructure required similar amount of investments, though they took much longer. I guess the main risk here is the speed at which everyone races to capture this market as unlike electricity or railroads this revolution is entirely digital so competition happens nearly on a global scale and everything is much faster. That is probably the main risk, going this fast will definitely cause overshoots in one or the other direction.
bryanrasmussen•18m ago
it does seem a lot like the whole AI thing is the market staying irrational a lot longer than the naysayers can afford not to go along with it, but still, nobody can stay irrational forever.
IronWolve•18m ago
The high end sectors using these servers are paying way more than joe consumer and his 30 bux a month. We are already seeing justification for the boom, and I'd expect even more advancements to come in multiple sectors. That number is missing from the article.
jollyllama•8m ago
What's total US annual payrolls? I don't think it's beyond the order of $20 trillion. So they're going to have to replace something on the order of magnitude of half of all jobs OR "create" the difference, in terms of jobs going to AI.
hirako2000•4m ago
[delayed]
runako•7m ago
This is like sitting in 1997, confidently assuming all future Internet services would run on one of Sun, Compaq/HP, DEC, or SGI, and projecting costs accordingly.
gortok•3m ago
To avoid this becoming a “tail wags the dog” scenario, folks who have money would need to spend it. We told people for 20 years to “learn to code”. Technology is, outside of healthcare, the leading profession for upward economic mobility.

What happens when the adoption of AI destroys the middle 60% of the bell curve of programmers and technologists? How will the middle class of people spend money on products/services if they don’t have a job?

We can’t both create wealth and destroy jobs with nothing to replace them.

America has little to no manufacturing base.

Technology and finance has been its differentiator economically speaking for job creation. Both are at risk from AI adoption. Businesses have to sell to someone, and at the moment it’s not clear — if the stated goals of revenue are to be believed, how that can happen.

•
8m ago
And it's proven constraints nurture creativity and risk taking. It adds up.
SlightlyLeftPad•29m ago
Seriously. We’re supposed to believe this AI boomer rhetoric that it won’t take jobs. In order for companies to pay for it, it must take out jobs.
EA-3167•35m ago
I truly don't think anyone serious believes that, but if they pretend to believe it and preach it aggressively they might make out with an historic payday and stick the rest of us with the bill. People did the same with Crypto, with NFT's, with a bunch of things for as long as the ball is rolling.
kingstnap•32m ago
> enterprise productivity tooling market

AI is not a replacement for powerpoint and excel. You can't substitute those.

White collar worker salaries is ~$30T+ global.

EA-3167•27m ago
Please don't cover up one insane claim with an even less plausible one.
kingstnap•15m ago
I'm very confused by what you mean.

My point was that AI isn't some productivity software thing. The addressable market is white collar work that can be done on a computer.

You think its implausible for AI to replace some fraction of white collar workers? To me this is directionally exactly where this is heading?

base698•16m ago
What does this mean? I've been using AI as a replacement for both of those for longer than a year. If I need a PowerPoint file I have it generated off my tooling. Instead of fiddling to align text you say update slide 6 to look like this, strike this sentence. And you can add even more dynamic content. Like live application dashboards connected to real sources.
kingstnap•10m ago
You can personally do that but I don't see how having ChatGPT means mass uninstalls of excel occur in enterprise. AI using PowerPoint doesn't mean powerpoint got replaced right.
bmoathn•30m ago
you might make a hypothesis they'd offset operations costs like headcount for this but I think the counterpoint is stronger, if they benefit from increased productivity in your example, why not run more net production from same input.

Still though, the thesis seems based on an assumption that the companies would experience either major growth or major efficiency gain, neither of which really pass the smell test to me. Option 1 growth - money has to come from somewhere ultimately? Option 2 efficiency - put into profit rather than simple offset to AI provider?

Or the AI providers get companies hooked with subsidized pricing that unwinds later and you end up with the Uber/AirBNB situation of market capture and good product reverting to mean level of price/quality over time. Tinfoil hat thinks it ultimately gets squeezed out of retail investors in index funds.

herf•29m ago
Total software developer comp (worldwide) is ~$1T
hirako2000•9m ago
And that's why those CEO keeps promoting the threat AI may displace many white collar jobs, not just developers.

They already figured they would need trillions revenue. So they paint an economic where such amount is plausible.

Legend2440•28m ago
Keep in mind wealth is not a fixed thing. If AI makes their businesses more productive, it would allow the creation of more wealth, giving them more money to pay for AI with.

This of course hinges on the big if: does AI create wealth? I think yes, but maybe not $6 trillion of it in five years.

simianwords•24m ago
this also happened with the internet. 6T is possible only if AI creates more wealth. same as with internet. Its not a zero sum game.
Legend2440•17m ago
Indeed, it is hard to say exactly how much wealth the internet creates, but it's a lot. E-commerce alone is $30 trillion industry; some estimates put the total economic value of the internet at $200 trillion or higher.

That said, this came too late for investors in the dot-com boom. AI investors may find themselves in a similar situation.

forgetfreeman•16m ago
It isn't exactly not a zero sum game either though. If you want to sell something you have to have willing buyers with either funds on hand or sufficient credit to make the purchase. So yeah that 6T gotta come from somewhere.
kergonath•2m ago
> This of course hinges on the big if: does AI create wealth? I think yes, but maybe not $6 trillion of it in five years.

There is also the question of time scale. Growing a market takes time. Assuming the numbers above are the right order of magnitude, we are not going from 0.1 to 1 in a year. So even if the number would make sense over longer time frames, it can still be unsustainable for a significant amount of time before that.

Like the Internet at the end if the 1990s, basically.

ben_w•26m ago
Customers coming up with it is basically fine*, but it's also why the SpaceX IPO chose to use "TAM" as a big number to dangle before investors: if you can do the work of {$6T + markup}/year worth of desk jobs, that's your customers.

However, customers coming up with the money is the easy half of the problem. The hard part is having them pay you.

Wikipedia's valuation is on the small side of {number of people on the internet worldwide} * {peak price of Encyclopaedia Britannica} † despite containing a lot more content.

LLMs can only chase high margins while they're ahead of their competitors; the moment the investment stalls, open weighs catch up, they loose their edge. Cloud compute providers still win on supplying inference, but there too competition will likely lower margins, not justify huge valuations.

NVIDIA may remain as valuable as today, but their P/E ratio will likely shrink a lot even while keeping up the price.

Model makers still have a problem here even if the tech is so useful it rapidly grows the economy: "free" is right behind them almost immediately after they stop.

* under the assumption the tech is real; there's plenty of people here on Hacker News who still dismiss it as a "scam"

† that would be about 13 trillion USD, from what I read

supertrope•25m ago
AI is the second Industrial Revolution! You cannot use outdated notions. The nature of work and value creation itself is changing. Those who do not embrace AI will be left behind. Soon AI will accelerate in its ability to self-improve resulting in general artificial intelligence. This will result in not just our economy reaching the next level but will illuminate the very nature of knowledge and existence. We will ascend becoming beings made of pure energy.
pydry•23m ago
This really is the only scenario that justifies current valuations.
nicce•22m ago
> Do we really expect all the world’s corporations to suddenly up their annual spend by 1,000% on average? Why?

If they keep replacing employees with AI, that is indeed the direction.

sailfast•20m ago
It’s true - but then where do folks get money to buy from the businesses?

Eventually this merry-go-round runs into some issues if we don’t figure out a way to make this huge productivity boom work.

ben_w•4m ago
All money is a merry-go-round when you get down to it.

That doesn't mean the wheels won't fall off, they fall off pretty regularly as is.

The difference between this loop and the previous loops, is that people making the tech used to be pretty straightforward ("invest in me, your money will let me make a machine that lets me fire 90% of my peasants and we can share in the savings"), while today they're all "invest in me, either this will kill everyone or just make the concept of money irrelevant, either way rotflmao".

raesene9•17m ago
But if all those peolple are unemployed will they still be able to buy all the products the corporations sell…..
ben_w•11m ago
The historical precedent is those people get other jobs, and/or everyone else in the economy gets richer faster than they get poorer.

If this does or doesn't happen with AI kinda depends how fast it makes multiple different sections of the population unemployed, rather than just one group like "software developer" or "vehicle driver".

sebzim4500•5m ago
No, so companies will pivot more towards luxury goods affordable only to investors
ItsMattyG•21m ago
it seems fairly obvious to me that once ai becomes as good as a worker, people will pay a workers wages to use it - 24/7, can't quit, can't complain that badly, no lunch breaks

productivity tooling replaces employees

geraneum•17m ago
> people will pay a workers wages

Who re these people?

ItsMattyG•7m ago
... the people who are currently paying workers
geraneum•4m ago
Fair… how many (ballpark) of these people do think are there? Where do they get the money to pay the workers currently?
scottLobster•2m ago
So we're talking about a TAM that essentially means the complete destruction of the consumer economy.

Hard to see how Google or Facebook keeps their advertising models in that environment. There aren't enough construction workers and data scientists to buy everything.

timcobb•18m ago
anecdotally My AI aka personal productivity spending has gone up something like that