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Gemini 3.7 Flash

https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-3-7-fl...
437•thisisauserid•3h ago•259 comments

Accelerating GPT-5.6 Sol Ultrafast

https://www.cerebras.ai/blog/accelerating-gpt-5-6-sol-ultrafast-with-openai
258•pr337h4m•2h ago•94 comments

Donkey.bas is 45 Years Old – 131 line of Glory

https://donkeybas.com/
124•jkrauska•3h ago•45 comments

Mistral OCR 4.1

https://docs.mistral.ai/models/ocr-4-1
183•spelk•3h ago•66 comments

NP-Overrated

https://gruhn.me/blog/2026-08-13/
23•theanonymousone•46m ago•4 comments

Spaghettifying DRAM

https://github.com/xoreaxeaxeax/skitter-creek-bath-salts
403•matt_d•6h ago•121 comments

Choose Boring Technology (2015)

https://mcfunley.com/choose-boring-technology
153•tosh•3h ago•79 comments

How Gödel's Proof Works

https://www.quantamagazine.org/how-godels-proof-works-20200714/
25•tzury•1h ago•6 comments

Understanding is the new bottleneck

https://www.geoffreylitt.com/2026/07/02/understanding-is-the-new-bottleneck
50•sebg•2h ago•32 comments

How Organizations Use AI: Evidence from ChatGPT [pdf]

https://cdn.openai.com/pdf/how-organizations-use-chatgpt.pdf
24•malshe•1h ago•8 comments

Idol Mahjong Final Romance: A Slideshow Disguised as a Video Game

https://nicole.express/2026/more-like-idle-mahjong.html
18•nicole_express•3d ago•0 comments

Single log line is 49KB+ (ext4) / 110KB+ (btrfs) of systemd-journald disk writes

https://github.com/systemd/systemd/issues/40262
72•ValdikSS•2h ago•22 comments

Where did the old web go? We followed 657,607 links to find out

https://0.mk/blog/link-rot
85•tdx•3h ago•52 comments

How Compaction Works in Pi

https://earendil.com/posts/compaction-in-pi/
26•tosh•3h ago•0 comments

Tocharian Online

https://lrc.la.utexas.edu/eieol/tokol/0
40•Bluestein•3h ago•5 comments

Kubernetes on Oxide: How customer needs shaped our integrations

https://oxide.computer/blog/kubernetes-on-oxide
125•stevehipwell•6h ago•56 comments

DeepSeek Harness developer preview

https://deepseek.com/harness/en/
493•bjin•8h ago•228 comments

How art invented humanity

https://aeon.co/essays/humans-did-not-invent-art-it-was-the-other-way-around
66•prismatic•22h ago•19 comments

AI At Home Part 1: A Box Of Scraps

https://jdagostino.github.io/ai-pt1-box-o-scraps/index.html
61•timmmmmmay•4h ago•29 comments

Come for ENIAC, Stay for UNIVAC and Skeduflo

https://uniqueatpenn.wordpress.com/2026/08/05/come-for-eniac-stay-for-univac-and-skeduflo/
53•cainxinth•2d ago•18 comments

Gloomberb

https://gloom.sh/
343•rbanffy•7h ago•173 comments

Choosing an AI model: one prompt, 11 models, different results

https://www.netlify.com/blog/one-prompt-11-models-very-different-results/
152•toddmorey•7h ago•66 comments

Ordinary abundance

https://ordinaryabundance.com/
161•yen223•7h ago•79 comments

ATG (YC F25) Is Hiring Member of Technical Staff (Data Platform)

https://atg.science/careers
1•dkobran•8h ago

Codex in ChatGPT desktop app for Linux is now in preview

https://community.openai.com/t/codex-in-chatgpt-desktop-app-for-linux-is-now-in-preview/1390027
431•allanrbo•16h ago•289 comments

I built a 500k-domain search engine for makers in a weekend for $10

https://alexmorleyfinch.github.io/marlin/history/v1/article/the_birth.html
120•dreamforever•7h ago•65 comments

JDK 27 G1/Parallel/Serial GC Changes

https://tschatzl.github.io/2026/08/10/jdk27-g1-serial-parallel-gc-changes.html
28•0x54MUR41•3h ago•9 comments

GoAccess – Open-source real-time log analyzer and interactive viewer

https://goaccess.io/
32•gregsadetsky•4h ago•6 comments

Airbnb Eval-driven development: Lessons from evaluating GenAI at scale

https://medium.com/airbnb-engineering/eval-driven-development-lessons-from-evaluating-genai-at-sc...
6•sebg•1h ago•0 comments

Launch HN: Bullet (YC S26) – A Faster Coding Agent

https://www.codewithbullet.com
36•adi1•12h ago•36 comments
Open in hackernews

AI Is Threatening Natural Resources for Billions

https://unric.org/en/ais-environmental-costs-threaten-water-land-and-climate/
48•quaintdev•2h ago

Comments

josefritzishere•42m ago
AI presents an existential threat to the continued existence of Homo sapiens. https://en.wikipedia.org/wiki/Existential_crisis
senordevnyc•30m ago
How so?
onraglanroad•3m ago
Well not for any reason given in that Wikipedia link because it's about something else entirely.

But humans have driven multiple species to extinction and destroyed pretty much all their natural predators. They didn't do that by being stronger or faster or having bigger teeth and claws. They did it by being smarter than the dumb animals.

So it's clearly and obviously a terrible idea to create something smarter than us, in case we get the same treatment.

onion2k•41m ago
Now do Netflix and YouTube! How about golf courses, almond farming, and Disneyworld?

Everything has a downside attached. Most things are terrible for the environment if you look at the raw numbers, and if you're not interested in them or they're things you don't use then it's easy to just dismiss them as pointless nonsense that we should stop doing.

However, if you're only looking at the downside then you're being dishonest. The point is never "Let's stop this because it's bad for the planet", but "Is the net benefit worth the cost?"

That could still be a no for AI, but there are things we ought to stop doing long before we come for AI. Notably golf. It's a terrible waste of land and water, and boring.

rogerrogerr•39m ago
Golf is largely self-regulating though; there is not a huge quantity of VC money going into golf courses. As more people find golf boring, there are fewer golf courses because the economics of running a failing golf course vs. selling to developers are too obvious.

Golf courses are not booking revenue by exchanging shares in themselves to other golf courses in exchange for golf balls that have not been manufactured yet.

onion2k•31m ago
Not right now, sure. The investment has been done over the last couple of centuries of golf course building. The environmental impact of keeping a huge amount of land watered so a few thousand people can bat their balls around is ongoing.

From an environmental perspective we should ban golf and use the land for literally anything else*.

* maybe not data centers.

galleywest200•27m ago
Where I live it can rain hundreds of days a year and the nearest course had browning greens last time I drove by.
bayindirh•10m ago
> The environmental impact of keeping a huge amount of land watered so a few thousand people can bat their balls around is ongoing.

True, but do you add chemicals to that water, and does it becomes unusable at the end of the day? At worst, that water gets in soil and goes somewhere else, and some of it evaporates.

Open loop datacenter cooling is not like that though (you add tons of chemicals to that water to prevent scaling and to kill algae), and closed loop is not that harmful, but big AI datacenters don't use that because it's wee bit more expensive.

The most "water hungry" sectors can reuse that water, or at least redirect it for agriculture. AI Datacenters are different. They are built in the cheapest way, hence they are very dirty both in carbon footprint and water-body fouling.

Golf courses at least trap some carbon by growing grass. It's almost bitterly funny in comparison.

For clarity, it seems possible to filter out these chemicals (alongside everything else) with reverse osmosis, but companies which don't invest in closed loop systems (which reduces water demand by ~90% BTW), won't invest in reverse osmosis, which is way more expensive w.r.t. closed loop systems, I believe.

If someone has more precise resources or information which they can point me to, I'd love to update my knowledge.

Also, this doesn't negate CO2 emissions of these plants.

senordevnyc•31m ago
Their estimated water usage by AI data centers for 2030 is about 9.8 trillion liters. The global almond crop is estimated to use ~8 trillion liters. So I vote we just ban almonds. Problem solved!

Also, I find the framing of water usage in terms of “the water needs of Sub-Saharan Africans” to be manipulative and misleading. It appears they just picked a poor part of the world where per capita water usage is very low, so they could make it sound as bad as possible. But virtually none of these data centers will have a deleterious effect on water availability for those people.

Alternative headline: “Despite massive growth globally, AI is projected to only use about a third as much water in 2030 as Turkmenistan”

(~28 trillion liters, mostly to grow cotton in the desert).

galleywest200•28m ago
We can do two things: limit almond farming and limit AI water usage.
goda90•27m ago
Humans need to eat. Humans don't need AI. We're consuming too much in general and this speculative bubble is making consumption skyrocket with questionable gains for humanity.
senordevnyc•25m ago
Humans don’t need to eat almonds.
solid_fuel•14m ago
I would trade every single token predictor in the world for a single almond.
sajithdilshan
sajithdilshan•18m ago
The report seems genuinely dishonest. Every technology has its downside. The report complains about e-waste and mineral mining. Hasn't that been an issue since decades?

If they truly wanted to have an honest discussion, they would have outline both the advantages and disadvantages and start a genuinely balanced public debate. The report is more like a doomsday fear-mongering for a lack of better words propaganda.

The sad part is that reputed organizations like UN does this kind of things, it just reduce the trust of public in these orgs even more.

maelito•15m ago
Well, extremely large US models trained all-year will way too much money, yes. Not models like Mistral, they consume way less resources.
sajithdilshan•12m ago
That explains why miserable mistral is a pile of garbage
throwthrowuknow•11m ago
The title is incredibly misleading. AI is not using anything that would go towards the “billions” presented in the article. So unless they are proposing moving the billions to North America in lieu of building datacenters then I don’t see a valid argument.
api•10m ago
I challenge people to look at some numbers here.

Is it possibly excessive? Yes. But this is insane hyperbole.

Of course that's how you get attention, I guess. Rational discourse is ignored. To get people to pay attention you have to make everything extreme and stupid.

jackyinger•28m ago
How about instead of sewing FUD and justifying one evil by pointing at others, we actually gave a damn about the world we’re creating.

People act like doing things that are good for the environment is inherently lacking in economic value. My Dad’s environmental consulting business put me through college, while doing good things for the environment and people, and that is really small scale stuff. And his primary customer was a bank wishing to avoid lending on contaminated sites.

There could absolutely be massive money to be made in doing good things for the environment, it is the people making money doing bad things for the environment who do their damndest to keep grasp on the wheel and subvert any attempt to make doing good things for the environment economically advantageous.

These people are virtually selling their children’s future for a few extra bucks today. The earth is going to be around for a long time yet. We should care about our children, grandchildren and so on.

Avicebron•9m ago
We've gone so far past the "man plants tree whose shade he will never sit under" _almost_ universally. It's hard to see a way back, I know I'm doing my part, helping my struggling community/state. But it's hard work that's badly renumerated.

Maybe if we structured our economics around long term plans we wouldn't have such a mess.

throwitaway222•4m ago
Not sure why these bottom ones were downvoted. Look I like AI a lot. I'm using it to build the companies I dreamed about 5 years ago but didn't have time. Now I have a $20 codex account and have burned through 800 million tokens in a month (thanks Tibo for the resets!).

But just because I like AI doesn't mean I need to go with the crowd and downvote anything that threatens my livelihood. We can think of solutions instead of just reacting all the time.

Ydarbleoj•27m ago
My son does this. Points out all the issues in the world that I didn't address when I point something he's done. It's a childlike response insisting that either we talk about everything or nothing.

Weird take.

> That could still be a no for AI, but there are things we ought to stop doing long before we come for AI.

Hard to have that discussion if these are the responses.

gchamonlive•27m ago
> if you're only looking at the downside then you're being dishonest. (...) "Is the net benefit worth the cost?"

Is any benefit worth the cost of killing the world? The article proposes a series of recommendations for investors in the "roadmap for sustainability and equity", because the conversation isn't if the benefits of AI are worth the costs, but if we are able to pay these costs at all plan the required infrastructure improvements -- which are always done with taxpayer money regardless of how neoliberal the society claims to be -- in order to accommodate the expansion of AI without massive disruptions.

insane_dreamer•26m ago
this is a poor argument

there have been plenty of articles about golf courses being a threat to water sources; just because golf courses haven't been closed doesn't mean we shouldn't be concerned about the threat posed by AI. You're still free to crusade against golf courses if you like.

eesmith•25m ago
Okay, but this summary of the UN report is emphatically not "only looking at the downside". From the piece:

"“This report is not a case against artificial intelligence, a technological transformation that is improving the lives of billions of people around the world,” said Professor Kaveh Madani, Director of UNU-INWEH who led the investigation team. “It is a call for using it responsibly and addressing its unintended impacts proactively to make it sustainable and equitable.”"

It is impossible to judge of the net benefit is worth the cost if you don't know the cost. More specifically, "The report finds that AI’s environmental cost is being systematically mismeasured."

Its key policy messages even include: "AI within planetary limits is achievable. The report’s central argument is constructive. Capability and stewardship can grow together, but only with measurement, transparency, and shared responsibility across the ecosystem."

You can also see it's not anti-AI by how it argues, for example: "Governments should integrate AI infrastructure into energy planning, water governance, and land-use permitting, and require standardized environmental footprint reporting."

bluealienpie•16m ago
X is terrible, so don’t address Y is an awful way of framing any issue.
colechristensen•1m ago
It is perfectly valid and the point is that if a person cared about water usage, they'd highlight percentage of usage as a whole and other violators of the same misusage of water.

If you're complaining about resource usage, but only when that resource is being used by one thing you don't like, you're just a tool for somebody else's agenda.

Specifically, if someone ACTUALLY cared about foolish uses of freshwater, they'd be advocating for reforms in water rights that result in growing extremely water-inefficient crops in semi-arid and desert environments. Mostly almonds and alfalfa, especially when these are for export.

One would also make the distinction of where the water came from important. Some places are flush with fresh water and its usage isn't terribly important, other places are deserts.

Anyway there should just be a "sin tax" for using freshwater for frivolous things like golf courses in the desert and datacenters who don't want to invest in less wasteful cooling solutions.

amazingamazing•14m ago
Netflix and YouTube probably are orders of magnitude less than the alternative of driving to plays and movie theaters. Most golf courses use recycled water, albeit the opportunity cost is real. Almond farming is fair.
AlexandrB•10m ago
> Netflix and YouTube probably are orders of magnitude less than the alternative of driving to plays and movie theaters.

This ignores that no one drives to a movie theatre or play every day or even several times a day but this is a common usage pattern for Netflix or that Netflix is not really an alternative to these activities but just another form of entertainment piled on top.

johnnyanmac•10m ago
>Now do Netflix and YouTube! How about golf courses, almond farming, and Disneyworld?

Don't threaten my communist soul with a good time.

>Everything has a downside attached.

Yes. Let's regulate that, please.

>The point is never "Let's stop this because it's bad for the planet", but "Is the net benefit worth the cost?"

Sure. The answer is 'no, it isn't '. These frontier models purposefully chose the most power guzzling, moat digging approach and it was not necessary whatsoever.

> but there are things we ought to stop doing long before we come for AI.

Sure, let's get to it. As well as with AI at the same time.

pasquinelli•7m ago
> Now do Netflix and YouTube! How about golf courses, almond farming, and Disneyworld?

these are bad examples, because it would be good if they were all gone, except almond farming in areas naturally hospitable to almonds.

parasti•6m ago
There is a point where this kind of a pragmatic/contrarian take doesn't stick anymore. Is the net benefit of AI worth the cost of losing natural resources for billions? That's the question you're supposed to ponder, like, it's actually up in the air and not clear cut?
•
14m ago
> questionable gains for humanity.

how do you know that?

sanp•27m ago
Almonds are tasty. AI on the other hand….
ares623•26m ago
Perhaps I'm missing something, but does the waste water from almond farms come out as toxic and hazardous for where they eventually end up in?
Ydarbleoj•22m ago
Then feel free to lobby for a data center in your community; and then let me know how your tap water is.
jonas21•22m ago
Or alfalfa, which uses ~6 trillion liters per year in California alone. Basically none of it is eaten by people, and a large fraction is exported to China and Japan to feed their livestock.
uludag•20m ago
> So I vote we just ban almonds. Problem solved!

I'm pretty sure if we had an actually vote between banning AI data centers and banning almond farming, one would win by a landslide. I'm actually confident that if some hypothetical community had absolutely no water or energy problems they would vote against having the AI data center built.