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The AI Aesthetic

https://blog.jim-nielsen.com/2026/ai-aesthetic/
205•montroser•5h ago•105 comments

The AI trade now runs on borrowed money, and the lenders are repricing it

https://greyswansignals.com/?theme=dark
11•haipothetical•22m ago•0 comments

Read this before you buy that TV streaming stick

https://krebsonsecurity.com/2026/07/read-this-before-you-buy-that-tv-streaming-stick/
626•speckx•11h ago•367 comments

A California aquifer may have crossed the point of no return

https://www.science.org/content/article/california-aquifer-may-have-crossed-point-no-return
78•Jimmc414•1h ago•55 comments

I flagged two research papers for fake authors and both were accepted as orals

https://geospatialml.com/posts/reviewing-ai-slop/
133•volumes94•6h ago•57 comments

Stacked PRs are now live on GitHub

https://github.blog/changelog/2026-07-30-stacked-pull-requests-are-now-in-public-preview/
527•tomzorz•12h ago•180 comments

Agent Skill to Force Docs in ASD-STE100 Simplified Technical English

https://github.com/AminBlg/SimpleEnglish
245•navs•9h ago•86 comments

Does Speaking to Agents Like Cavemen Save 65% of Tokens? We Test

https://blog.jetbrains.com/ai/2026/07/speak-to-ai-agents-like-cavemen-tosave-tokens/
35•Sandman•2d ago•24 comments

Gemini Robotics 2 brings whole body intelligence to robots

https://deepmind.google/blog/gemini-robotics-2-brings-whole-body-intelligence-to-robots/
508•ai2027•13h ago•405 comments

The Session You Cannot take with you

https://earendil.com/posts/session-portability/
7•apitman•49m ago•0 comments

The bond market isn't buying what Fed Chair Warsh is selling

https://www.reuters.com/commentary/reuters-open-interest/bond-market-isnt-buying-what-fed-chair-w...
45•kaycebasques•1h ago•0 comments

The American Grilled Cheese Sandwich Essay (2024)

https://buttondown.com/theswordandthesandwich/archive/the-best-american-grilled-cheese-sandwich-e...
33•NaOH•3d ago•18 comments

The Religion of Speed

https://graybeard.ing/the-religion-of-speed/
50•MobiusHorizons•4h ago•13 comments

Rune 1.1: adds Python, an Emacs editor, a symbol index and is now free

https://rune.build/blog/rune-1-1-release
60•ernestrc•6h ago•20 comments

Google will expand age checks on Android worldwide till the end of the year

https://android-developers.googleblog.com/2026/07/google-play-age-signals-api-safer-experiences.html
379•dmantis•18h ago•462 comments

CodePen 2.0

https://chriscoyier.net/2026/07/30/codepen-2-0/
148•robin_reala•10h ago•43 comments

Physicists Solve a Muon Mystery. Now, Old Results Don't Add Up

https://www.quantamagazine.org/physicists-solve-a-muon-mystery-now-old-results-dont-add-up-20260729/
193•ibobev•13h ago•112 comments

The Economic Benefit of Refactoring

https://martinfowler.com/articles/exploring-gen-ai/refactoring-economic-benefit.html
213•javaeeeee•13h ago•89 comments

Investigating three real-world incidents in our cybersecurity evaluations

https://www.anthropic.com/news/investigating-incidents-cybersecurity-evals
133•surprisetalk•5h ago•97 comments

Bad Apple but It's Traceroute

https://jssfr.de/2026-07-27-bad-apple-but-traceroute.html
83•jssfr•3d ago•21 comments

UEFA and its national associations will not participate in FIFA competitions

https://www.uefa.com/news-media/news/02a7-213a92896eb0-54dfbf454e3b-1000--statement-on-behalf-of-...
864•dickfickling•9h ago•480 comments

2x, not 10x: coding with LLMs in 2026

https://obryant.dev/p/2x-not-10x/
238•tnisonoff•5d ago•189 comments

Memo-1: A 6502 computer built from scratch, using a Minitel as its terminal

https://github.com/MemoireMorte/Memo-1
59•sciences44•2d ago•6 comments

Saber-toothed cats became inbred–and struggled to move–before they went extinct

https://www.science.org/content/article/saber-toothed-cats-became-inbred-and-struggled-move-they-...
38•gmays•7h ago•15 comments

GCC steering committee announces AI policy

https://lwn.net/Articles/1086041/
259•arto•16h ago•300 comments

Advancing the price-performance frontier with GPT‑5.6

https://openai.com/index/advancing-the-price-performance-frontier-with-gpt-5-6/
529•tedsanders•11h ago•347 comments

Rise Reforming (YC S26) Is Hiring

https://www.ycombinator.com/companies/rise-reforming/jobs/wJ9Q9nv-senior-chemical-process-engineer
1•george_rose25•11h ago

Show HN: Distilling DeepSeek into GPT-OSS doesn't transfer censorship. Try it

https://www.ctgt.ai/research/distillation-censorship-transfer
98•cgorlla•10h ago•63 comments

The lost civic life of movie rental stores

https://thereader.mitpress.mit.edu/the-lost-civic-life-of-movie-rental-stores/
144•facundo_olano•14h ago•198 comments

We Gave GPT 5.6 Sol a Real Business. It Lied, Spammed, and Lost $447

https://www.bottlenecklabs.com/blog/autonomously-run-businesses
328•Areibman•11h ago•197 comments
Open in hackernews

A California aquifer may have crossed the point of no return

https://www.science.org/content/article/california-aquifer-may-have-crossed-point-no-return
77•Jimmc414•1h ago

Comments

morkalork•1h ago
You all knew how it was going to end, for decades, and did nothing.

https://www.usgs.gov/media/images/location-maximum-land-subs...

toomuchtodo•54m ago
I think it’s somewhat fortunate when these aquifers permanently compress, it takes the land out of agriculture production as a sort of forced conservation, because in many ways, humans cannot be trusted to be responsible stewards of such a natural finite resource.

https://uttoncenter.unm.edu/resources/2026-06-1-update-paper...

https://www.organicproducenetwork.com/organic-growers/califo...

altcognito•50m ago
? The land isn't conserved if you can't use it?
thaumasiotes•49m ago
Conservation is basically defined as being unused by humans.
Eji1700•46m ago
Uh...they're just going to pave it and throw something over it.

Edit- To be clear maybe not specifically in this case, but "oops we've ruined this ecosystem to the point we can't farm it" rarely ends with "better move down the road and let nature reclaim it". It's a lot more "cool now we can put strip malls/data centers/whatever here"

toomuchtodo•40m ago
It’s unlikely strip malls and data centers will be built on the land, but utility solar PV is an acceptable use that requires no water, is beneficial to the local environment, and gives the land 20-30 years to recover from agricultural use.

It takes 600 to 3,000 years for 6 inches of topsoil to develop naturally, as it generally requires 100 to 500 years to form just a single inch. Underground water aquifers operate on similar timescales, if they can regenerate at all. The land needs time to recover from the demands of present timeline position humans.

https://en.wikipedia.org/wiki/Agrivoltaics

https://www.sciencedirect.com/science/article/abs/pii/S03014...

https://cleantechnica.com/2026/01/03/21-gigawatts-of-solar-f...

https://www.goldenstatecleanenergy.com/valley-clean-infrastr...

notabotiswear
boothby•36m ago
Sci-fi brings us some optimism on that front. You can build out Brawndo distribution pipes overland.
toomuchtodo•34m ago
I do not rely on water intensive crops or livestock. Almonds, alfalfa, cattle, etc. I live near freshwater reserves that cannot be exhausted. I planned for climate change because of the objective risk it poses.

Camacho for President, he listened to the smartest person in the room.

https://actuaries.org.uk/media/ni4erlna/planetary-solvency.p... (page 32, risk impact matrix, human mortality column)

James Lovelock: 'Enjoy life while you can: in 20 years global warming will hit the fan' - https://www.theguardian.com/theguardian/2008/mar/01/scienceo... - March 1st, 2008

The Earth is about to catch a morbid fever that may last as long as 100,000 years - https://www.jameslovelock.org/the-earth-is-about-to-catch-a-... - January 16th, 2006

cryptoegorophy•45m ago
What can you realistically do?
theossuary•39m ago
Start by not electing a pedophile who calls climate change a hoax
ToucanLoucan•26m ago
Right?! Like there’s so much you can do.

* Vote for fucks sake. Bare minimum and stop making fucking excuses both for yourself not doing it and for politicians you otherwise support burying their heads in the sand.

* Stop buying stupid shit on the internet. Every package you don’t get delivered means less CO2.

* Fix shit instead of replacing it. The greenest EV on earth is more CO2 intense than the car you’ve already got (assuming you keep it in good working order)

Like yeah global policy needs to get better across the board, and the burden has been unfairly and ridiculously shifted to consumers. True. But at the same time consumers could buy less shit overall, still have very comfortable existences, and promote economic degrowth a little bit every day.

Oh yeah and stop using fucking AI for anything besides code because it sucks at everything else, and only use it for code you can’t otherwise complete.

kuerbel•12m ago
I agree but

>Fix shit instead of replacing it. The greenest EV on earth is more CO2 intense than the car you’ve already got (assuming you keep it in good working order)

This is not correct at all...

https://climate.mit.edu/ask-mit/are-electric-vehicles-defini... one source of many. Also local pollution is reduced, e.g. nox and particles.

bayarearefugee•42m ago
> You all knew how it was going to end, for decades, and did nothing.

And the same is true for global carbon-related climate change, for which the real bill will become increasingly due over the next 10 years.

We are all insanely fucked and our response is still just to mostly to ignore it and hope it goes away.

darth_avocado•25m ago
> We are all insanely fucked and our response is still just to mostly to ignore it and hope it goes away.

Correction. It’s the next generations who are insanely fucked. People don’t hope it goes away, they think they won’t be around to see the consequences.

ares623•20m ago
Mother Nature has always been historically very considerate with regards to our schedules.
p-e-w•33m ago
Doing something about this is the job of the government, not of “you all”. If taking care of such essential matters is somehow the responsibility of society as a whole, we may as well get rid of governments altogether.
arjie•22m ago
Governments are just a structure for people to coordinate collective action. In democracies, it’s not that distinct from “us all”. We exercise this responsibility through representatives but they are our agents not our rulers. Outcomes depend on our ability to direct them, and the ability of our opponents to do so likewise.

For the most part, I like to forward evolve solutions so I happily don’t care if Las Vegas runs out of water or whatever. I’ll find a way later. So I take responsibility for my bit. I just don’t care about this particular negative outcome.

softjobs•16m ago
Thank you for posting that, saved me from doing so.

Ignorance and stupidity are the greatest threats to human survival - but perhaps it's for the best.

LanceH•46m ago
I see parallels between water rights "xxx acre feet per year" without regard for how much water is incoming, and pension funds where they simply declare how much will be paid out.

I really can't tell the difference between people being uncaring or just stupid about either.

p-e-w•36m ago
The whole pension fund concept only works because it declares how much is going to be paid out.

Who’s going to pay in if the fund expects a guaranteed commitment but refuses to give such in return?

JumpCrisscross•30m ago
> Who’s going to pay in if the fund expects a guaranteed commitment but refuses to give such in return?

Literally defined contribution [1].

[1] https://en.wikipedia.org/wiki/Defined_contribution_plan

ericd•30m ago
401ks don’t guarantee results for a given amount of input, and people still stuff away lots into them?
arjie•28m ago
It’s called a defined contribution pension as opposed to a defined benefit pension. They exist.
skeeter2020•
augment_me•45m ago
Who cares there is so much more to exploit. For example no-one has yet moved massive freshwater icebergs by boat, and its up for grabs!
marking-time•38m ago
>In an aquifer that’s permanently collapsed, artificial recharge—pumping water forcibly back underground—is the only option, according to Shirzaei. That’s expensive and carries the risk of triggering earthquakes.

I have spent most of my life in the San Joaquin Valley and what I have been wondering about over the past few years is what is the effect removing all that water from the faults. Specifically, does this water removal cause the stresses along the faults to build making the resulting earthquakes larger?

stevenwoo•26m ago
Toward the end it briefly discusses a possible solution - expensive injection of water into aquifers that might have the side effect of triggering earthquakes like fracking for petroleum or some types of geothermal - there’s no winning.
Aquitard•8m ago
It has more possible side effects than just earthquakes (not my expertise in a geological stable country). One such side effect of mixing two types of groundwater is the potential to release minerals in the geological medium that can be above beneficial use criteria (and ultimately contaminate the groundwater). There is a USGS program called PHREEQC that is used for this specific type of modelling.
ColdStream•36m ago
There are some reasonable books by William T Volleman called 'Carbon Ideologies' it is all about Nuclear and Coal power. Regardless of that, they are written focusing on the people that would be reading those books in a few hundred years time. The justification being that those that read it today already understand the issues. As such they are focused on a world that is deeply resource depleted and much hotter.

But it is the opening chapter that is very explicit in trying to highlight how most people live today. It isn't that we don't know what is happening or that we do not care, it is just that we have needs and wants that unfortunately have long term blow back. We are just trying to take care of others, but that is leading down a less desirable path.

I thought it was a great message that needs to sent to the future.

The aquifers are being drained, but it was being done to feed the people. Yes, it could have been handled much better but that core driving force behind it will probably be the same in hundred of years from now.

If that message isn't sent forwards, the stories that will be made in our place will not be very kind to us.

If that matters or not, that is up to you to decide. And that is the whole debate on 'What is legacy?'.

rho138•31m ago
We shouldn’t be thought of kindly. We’re essentially post food scarcity in the US and children are still sent to school starving. Not only did we fail the here and now, but we’ve failed our future brothers and sisters.
BobbyTables2•28m ago
Quite true.

Our own individual ancestors were not perfect people. But we only exist today because they survived.

avazhi•9m ago
Why would any of us care what people 200 or 500 years in the future think of us?

Peak irrelevance.

rayiner•32m ago
Most of the southwest should not have people living in it. It's a fake place that is enabled to exist by massive and unnatural engineering projects, like dams on the Colorado river. We need to create a long term plan to relocate the population to other parts of the country.
JumpCrisscross•32m ago
> The only way to know for sure whether permanent compaction has occurred is through expensive core samples or other measurements at depth

Wouldn't it be for rain to fall and the aquifer's levels to rebound less than expected?

stevenwoo•22m ago
That is what the one expert quoted said but others thought it might still come back over a longer time period - I interpreted it to mean that method as being more accurate than the one season refill rate.
rayiner•26m ago
Why can't we work up the political outrage over water-wasting agriculture in California that we managed to gin up over data centers: https://finance.biggo.com/news/202508220112_Data_Centers_vs_...

> Alfalfa irrigation (Colorado River): 1.6 trillion gallons annually

> Google data centers (global): 6.4 billion gallons in 2023

> Thermoelectric power plants: 41% of total US water use

fastball•18m ago
The thing about data centers and thermoelectric power plants is that you can make them effectively closed cycle, vs agriculture where that is somewhat intractable.

Not saying that is true today though.

avazhi•12m ago
Probably because food and agriculture (in the region that produces a quarter of America’s domestic food supply) are required for life, while data centers aren’t?
scarmig•6m ago
Although delicious, alfalfa is not required for life. A lot of it goes to Saudi Arabia, who use it for horses and cattle, as the Saudis banned it domestically for being wasteful for water usage.
MengerSponge•8m ago
Million, billion, and trillion sadly sound kind of the same when you talk about it.
water-data-dude•15m ago
For anyone interested in the history of water in the American West (what's different about the west, and how did we get here?), I recommend the extremely interesting and readable book Cadillac Desert, by Marc Reisner.
throwaway2037•5m ago
I have been reading articles like this for more than 20 years. Really, it feels like click/rage-bait at this point. The answer is pretty simple: (1) Build desalination plants (Calif already has a few) and (2) switch to more efficient uses of water in agriculture (drip irrigation, that is already widely practiced in water stressed areas of the world). Sure it costs money, but California is insanely rich and can afford to make these changes. For the last 100 years, Calif has been farming on "easy mode". Ok, so now it gets a little bit harder.

    > California’s Central Valley, where one-quarter of the food produced in the United States is grown
I am so tired of this quote. It is 25% of total (economic) value, not by calories or volume or weight. This quote is very misleading.
•
5m ago
Planting more PV farms isn't better, it just convolutes the equation and hides the true sources of damage behind things with a less negative image, and would eventually just prove Jevon's law, one way or the other.

Not preceding "using better" with "consuming less" (on a system-wide basis) would get you the same result as going for recycling while forgoing the first R: empty, marketing points in green-coloured font.

toomuchtodo•47m ago
The land is conserved by not being farmed.

https://www.tuletrust.org/land-fallowing-program

23m ago
not only do they exist, they are by far the more common variant. Whenever you hear about a massive unfunded pension liability it's a defined benefit plan.
basilgohar•6m ago
I disagree strongly and push back on this framing. It's technically correct but it subtracts the huge factor that maximizing short term profit plays, and couching that in "feeding the people" papers over that.

Just feeding people sufficiently, even at a high standard, wouldn't lead to the resource depletion and waste we are seeing today. But doing so at record profit levels does.

voakbasda•8m ago
Even worse, my understanding is that much of that alfalfa gets put into shipping containers and sold overseas. The agricultural drain on the aquifers does not even benefit US ranchers.
JumpCrisscross•8m ago
Nobody actually cares about water use. It's a totem for other activism efforts. Data-centre protests aren't about water, they're about wealth inequality and Altman, Musk and Zuckerberg being hated men.
tzs•7m ago
Because a lot more consumers care about the milk that comes from the dairy cows in California that consume something like 75% of that alfalfa and the meat that comes from the animals that consume the rest than care about data centers?
supriyo-biswas•7m ago
Farming is a necessary activity and in most countries, they are also a politically influential group.

The case for data centers in the age of AI is weaker, and the only effects for the average person are noise, pollution, higher electricity costs, higher water costs, for the ultimate "benefit" of losing your job.

topato•4m ago
lol, if you bothered to check the reference your “article” stole from, you’d find a medium post that includes ANOTHER link to a follow up medium post entitled, “I was wrong about data center water consumption”

It’s not 6 billion per day. It’s 650 billion per day. In the United States alone.

https://www.construction-physics.com/p/i-was-wrong-about-dat...

lol