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OpenCiv3: Open-source, cross-platform reimagining of Civilization III

https://openciv3.org/
503•klaussilveira•8h ago•139 comments

The Waymo World Model

https://waymo.com/blog/2026/02/the-waymo-world-model-a-new-frontier-for-autonomous-driving-simula...
843•xnx•14h ago•506 comments

How we made geo joins 400× faster with H3 indexes

https://floedb.ai/blog/how-we-made-geo-joins-400-faster-with-h3-indexes
57•matheusalmeida•1d ago•12 comments

Monty: A minimal, secure Python interpreter written in Rust for use by AI

https://github.com/pydantic/monty
166•dmpetrov•9h ago•76 comments

Show HN: Look Ma, No Linux: Shell, App Installer, Vi, Cc on ESP32-S3 / BreezyBox

https://github.com/valdanylchuk/breezydemo
166•isitcontent•8h ago•18 comments

Show HN: I spent 4 years building a UI design tool with only the features I use

https://vecti.com
281•vecti•11h ago•127 comments

Dark Alley Mathematics

https://blog.szczepan.org/blog/three-points/
60•quibono•4d ago•10 comments

Microsoft open-sources LiteBox, a security-focused library OS

https://github.com/microsoft/litebox
340•aktau•15h ago•164 comments

Show HN: If you lose your memory, how to regain access to your computer?

https://eljojo.github.io/rememory/
226•eljojo•11h ago•141 comments

Sheldon Brown's Bicycle Technical Info

https://www.sheldonbrown.com/
332•ostacke•14h ago•89 comments

Hackers (1995) Animated Experience

https://hackers-1995.vercel.app/
422•todsacerdoti•16h ago•221 comments

PC Floppy Copy Protection: Vault Prolok

https://martypc.blogspot.com/2024/09/pc-floppy-copy-protection-vault-prolok.html
34•kmm•4d ago•2 comments

An Update on Heroku

https://www.heroku.com/blog/an-update-on-heroku/
364•lstoll•15h ago•252 comments

Show HN: ARM64 Android Dev Kit

https://github.com/denuoweb/ARM64-ADK
12•denuoweb•1d ago•0 comments

Why I Joined OpenAI

https://www.brendangregg.com/blog/2026-02-07/why-i-joined-openai.html
79•SerCe•4h ago•60 comments

Show HN: R3forth, a ColorForth-inspired language with a tiny VM

https://github.com/phreda4/r3
59•phreda4•8h ago•9 comments

Female Asian Elephant Calf Born at the Smithsonian National Zoo

https://www.si.edu/newsdesk/releases/female-asian-elephant-calf-born-smithsonians-national-zoo-an...
16•gmays•3h ago•2 comments

How to effectively write quality code with AI

https://heidenstedt.org/posts/2026/how-to-effectively-write-quality-code-with-ai/
211•i5heu•11h ago•158 comments

Delimited Continuations vs. Lwt for Threads

https://mirageos.org/blog/delimcc-vs-lwt
9•romes•4d ago•1 comments

I spent 5 years in DevOps – Solutions engineering gave me what I was missing

https://infisical.com/blog/devops-to-solutions-engineering
123•vmatsiiako•13h ago•51 comments

Introducing the Developer Knowledge API and MCP Server

https://developers.googleblog.com/introducing-the-developer-knowledge-api-and-mcp-server/
33•gfortaine•6h ago•9 comments

Learning from context is harder than we thought

https://hy.tencent.com/research/100025?langVersion=en
160•limoce•3d ago•80 comments

Understanding Neural Network, Visually

https://visualrambling.space/neural-network/
258•surprisetalk•3d ago•34 comments

I now assume that all ads on Apple news are scams

https://kirkville.com/i-now-assume-that-all-ads-on-apple-news-are-scams/
1020•cdrnsf•18h ago•425 comments

FORTH? Really!?

https://rescrv.net/w/2026/02/06/associative
52•rescrv•16h ago•17 comments

Evaluating and mitigating the growing risk of LLM-discovered 0-days

https://red.anthropic.com/2026/zero-days/
44•lebovic•1d ago•13 comments

I'm going to cure my girlfriend's brain tumor

https://andrewjrod.substack.com/p/im-going-to-cure-my-girlfriends-brain
96•ray__•5h ago•46 comments

Show HN: Smooth CLI – Token-efficient browser for AI agents

https://docs.smooth.sh/cli/overview
81•antves•1d ago•59 comments

How virtual textures work

https://www.shlom.dev/articles/how-virtual-textures-really-work/
36•betamark•15h ago•29 comments

WebView performance significantly slower than PWA

https://issues.chromium.org/issues/40817676
10•denysonique•5h ago•1 comments
Open in hackernews

AI will kill all the lawyers

https://spectator.com/article/ai-will-kill-all-the-lawyers/
26•015UUZn8aEvW•1mo ago

Comments

downrightmike•1mo ago
I would argue the us supreme court is already doing that
thedudeabides5•1mo ago
good
ActorNightly•1mo ago
I agree but we aren't close to having AI, even in the slightest. At best we built a small portion of what constitutes an AI.
lumost•1mo ago
We're at a funny stage where some careers are becoming "post-LLM". For example, SWE is either rapidly approaching, or surpassing the point where LLMs can do most of what we traditionally viewed as day to day SWE work. However this doesn't translate into "no more SWEs." I have no doubt that what it means to be a lawyer day to day will shift with LLM advancements.
hackingonempty•1mo ago
Law has one of the strongest "unions" in the form of the Bar Association, backed by legal force. You cannot practice law without "passing they bar" as they say. The lawyers who operate the Bar can just decide they wont be replaced and then they wont, AI will remain a tool used by human lawyers.
stuffn•1mo ago
Given they have the power of life and death in their hands having them licensed and accountable is peace of mind.

Surely unions are too powerful in several industries. Police, medicine, and law. But not having some association holding these people accountable is a bad idea.

nickff•1mo ago
Most of these industry guilds tend to be capricious but forgiving, determined to protect members. Almost every (North American) union puts its members' well-being ahead of any possible accountability, which makes sense, but means they cannot be trusted to self-regulate.
jscottmiller•1mo ago
I agree, though I suspect we'll see something similar to what has happened with Doctors, where companies essentially rent the credentials.
esafak•1mo ago
You can't create derivative works of copyrighted materials either, yet here we are. I'm sure they'll find a creative loophole.
Izikiel43•1mo ago
Easy, you can have a company scale a few lawyers into thousands of cases and call it a day. The total number of working lawyers would dwindle if they are competing on price.
xeckr•1mo ago
>You cannot practice law without "passing they bar"

You are however entitled to represent yourself without passing the bar, and thus use the AI to help your case.

Even for the remaining lawyers, I imagine that their billable hours will crater due to competitive dynamics.

woleium•1mo ago
interesting, so you can rep yourself, with assistance from an ai? or maybe someone you hired to use an ai, present as an amicus curiae?
jscottmiller•1mo ago
Perez Hilton tried this with some success: https://www.cjr.org/feature/perez-hilton-og-original-news-in...
csa•1mo ago
> Even for the remaining lawyers, I imagine that their billable hours will crater due to competitive dynamics.

Billable hours will absolutely crater for lawyers who cater to a low-end clients (esp. for defense) and lawyers who are not good business people.

That said, the best lawyers will almost certainly still be in incredibly high demand, since higher-end lawyering (much like banking) is a personal business as much or more than it is a technical one. AI will simply allow these lawyers to do more and better work.

OutOfHere•1mo ago
Allow me to explain a contrarian position. Judges favor individuals that use an expensive lawyer for representation, even if there isn't much of a legal argument to be made. Judges give such individuals a far better deal. The reason for this is that hiring an expensive lawyer shows that you've paid homage to the legal profession with your wallet, that you support the systemic judicial-attorney-penalty complex. It grants you favors.

If now you were to come forward with an AI lawyer, in practice it'll be almost as if you didn't use a lawyer at all, as if you were representing yourself, which will get you the worst possible deal, if any. Things shouldn't be this way at all, but the system is crooked, and so they are this way.

As such, I think some lawyers are going away, but not all. The ones who stand in court will have business.

Matticus_Rex•1mo ago
> Allow me to explain a contrarian position. Judges favor individuals that use an expensive lawyer for representation, even if there isn't much of a legal argument to be made. Judges give such individuals a far better deal. The reason for this is that hiring an expensive lawyer shows that you've paid homage to the legal profession with your wallet, that you support the systemic judicial-attorney-penalty complex. It grants you favors.

This isn't why expensive lawyers tend to get better results in court, or why those who represent themselves often end up screwed. I'm against the legal monopoly system, but this is out-of-touch and silly.

OutOfHere•1mo ago
> but this is out-of-touch and silly.

Expensive lawyers can get better deals in court even for run-of-the-mill cases. Why is this? Are cheaper lawyers so dumb that they can't even handle common cases?

arctic-true•1mo ago
Cheaper lawyers can’t afford to pay for as many research librarians, paralegals, junior attorneys, writing consultants, jury consultants, etc. LLMs may level the playing field in this regard. But of course, the expensive lawyer might be able to pay for more tokens.
Matticus_Rex•1mo ago
Expensive lawyers have better relationships with opposing parties, have more and better legal research both already on hand and available to be done, with more and smarter people doing research, with more and more experienced people available to consult, and may hire outside consultants when the situation calls for it.

They can also better afford to play dirty in various ways, from burying you in discovery documents to dragging things out with various motions.

And in general, yes — they often also have at least slightly smarter lawyers (and more eyes on the case). That doesn't mean cheaper lawyers are dumb, and there are smart lawyers out there who aren't incredibly expensive, but the average intelligence goes up noticeably as you interact with more expensive firms (which tracks, because they hired people with the top performance in and possibly after law school).

AI may close the gap on some things, but not others.

FYI, even lawyers who represent themselves generally don't do well, no matter how smart they are or how much experience they have in that area. But that's not because the judge wants them to pay into the cartel -- it's because law is hard, there are a million factors affecting performance on a particular case, and one major factor is ability to keep perspective on your case. People are uniformly terrible at this when looking at their own cases.

wanderingstan•1mo ago
It’s an interesting theory, but I had to downvote as you didn’t provide any references for your bold assertion. Is there data that bears this out? And even if there were, how could it be distinguished from more expensive lawyers simply doing better at representing their clients?
vishnugupta•1mo ago
I read somewhere that it's not going to happen because the AI can't play gold with judges, senators, and congressmen over the weekend.
eschulz•1mo ago
You're right. Gold and golf are at the center of the legal world.
simonw•1mo ago
> I mention the problem of ‘hallucinations’ – when an AI model presents false or fabricated information as factual – and the need for a human face in court. The Sandie Peggie judgment allegedly contained AI-made errors. He waves this all away. ‘Temporary bugs and sentimental preferences. The economic argument is overwhelming.’

As usual with "AI replacing humans", the key thing to consider here is accountability.

I want to get my legal advice from someone who is accountable for that advice, and is willing to stake their professional reputation on that advice being correct.

An LLM can never be accountable.

I don't want an LLM for a lawyer. I want a lawyer armed with LLMs, who's more effective than the previous generations of lawyers.

(I'd also like them to be cheaper because they take less time to solve my problems, but I would hope that means they can take on more clients and maintain a healthy income that way even as each client takes less time.)

The closing paragraph of that story:

> ‘My niece is a lovely girl, really smart, great at school, and the other day she told me she wants to be a lawyer. And I thought, “Oh my God, my little niece wants to be a lawyer”, and I flat out told her. I said please do not destroy your life. Do not get into a lifetime of debt for a job that won’t exist in ten years. Or less.’

Uh oh. Here we go again, with the "don't bother studying computer science, it's 2002, all the jobs will be outsourced to cheaper countries in the next few years!". So glad I didn't listen to that advice back then!

echelon•1mo ago
> An LLM can never be accountable.

That's where AI businesses will make bank.

When they actually underwrite the risk of their models and sell that to clients - that's going to command an extremely high price premium.

The models aren't there yet, though.

arctic-true•1mo ago
When I was thinking about law school the big panic was about e-discovery tools: we wouldn’t need many lawyers anymore since we didn’t need to rifle through boxes of physical paper anymore! What happened instead was that, with the burden of collecting documents significantly reduced, we were able to start looking for needles in much bigger haystacks.
atmavatar•1mo ago
> I want a lawyer armed with LLMs, who's more effective than the previous generations of lawyers.

From what we've seen thus far, there's a non-zero chance the lawyer armed with LLMs will submit a brief generated by said LLM without reviewing it, which makes the judge none too happy.

Look at how people handle bringing their cell phones with them while driving. Some people won't use it at all. Some will play music (unrelated to driving but overall neutral as long as they aren't fiddling with it). Some will use it for GPS driving assistance (net positive). But, many will irresponsibly use it for texting/talking while driving, which is at least as bad as being inebriated and can lead to harming themselves and others.

Don't expect people to be any more or less responsible with LLMs.

simonw•1mo ago
I want my lawyer armed with LLMs to not do that.

There are some promising AI-driven tools these days that use search against archives of cases to help check that citations aren't garbage. I'm hoping lawyers start using them to help pick apart each other's laziness.

danaris•1mo ago
> I want my lawyer armed with LLMs to not do that.

The only way to guarantee that is to have a lawyer not armed with LLMs.

We've seen dozens of examples already of lawyers doing exactly that. (Some of them have then doubled down in court, to their eventual detriment.)

If you're making a habit of using LLMs to draft briefs for you, how long before you just forget to check the cited cases to replace the hallucinated ones with real ones? Or decide not to check, because surely they'll be fine this time...only they're not?

simonw•1mo ago
I believe it's possible for a lawyer to be more competent that, even if they have access to LLM tools.
stuffn•1mo ago
A person let's their case be argued by ChatGPT Esq. At sentencing:

"Your honor, the death penalty for a traffic ticket?"

AI will never replace humans in this capacity. Lawyers may be scummy but most people would take a slimeball lawyer over a hallucinating, sycophantic "AI" pretending to be both a human and a lawyer. This reads more like astroturfing by Sam Altman to keep the ChatGPT hype going while he cashes out.

echelon•1mo ago
> ‘My niece is a lovely girl, really smart, great at school, and the other day she told me she wants to be a lawyer. And I thought, “Oh my God, my little niece wants to be a lawyer”, and I flat out told her. I said please do not destroy your life. Do not get into a lifetime of debt for a job that won’t exist in ten years. Or less.’

Bets that this won't happen in just 10 years?

DARPA Grand Challenge took 20 years, and it's still not on the interstates. Waymo is amazing, but it's still a work in progress.

I know it's coming, but solving problems that require 99.999% correctness is hard work. Mistakes multiply.

A toy can be ready tomorrow, but a precision legal tool needs to be better than humans. Not unlike driving 70 mph on the interstate highway with hands off the wheel.

bluGill•1mo ago
Lawyer has been a poor earning profession (for the education needed) for a while now. There are a few expensive lawyers who make a lot, but your typical lawyer is not highly paid. This varies by state/country of course, but in general I don't advise going into law because it isn't worth the costs to get in for most. (though just like art, music... there are some exceptions)
jscottmiller•1mo ago
Not sure it will replace them, but a tool that allows folks to have a better understanding of the legal system and how to navigate it will certainly impact the existing power systems (of which lawyers are a part).
drivingmenuts•1mo ago
That sounds just like the argument used to replace programmers and we see what kind of hell that's causing.f

Which is not to say you're wrong, but maybe we should look at ways of making the transition better, easier and less stressful. Perhaps actually giving people a choice, rather than having technocrats ram it down our throats.

jscottmiller•1mo ago
I think that choice is already happening in a way that is as natural as we're going to get. I found the recent legal business with Perez Hilton kind of interesting. Take this passage from this story https://www.cjr.org/feature/perez-hilton-og-original-news-in...:

> Still, there was a problem. Hilton’s insurance would not foot the bill for a lawyer to defend against a subpoena. He would have to cover his legal costs out of pocket. Instead of finding an attorney, he did two things legal experts always advise against: he decided to represent himself and to use ChatGPT to help draft his legal briefs. At first, this did not go smoothly. An early filing written by ChatGPT, which Hilton nicknamed Dad, invented several legal references. “There’s this phenomenon called ghost law,” Hilton said. “They make up citations, they make up anything.” After a set of embarrassing errors was called out on social media, Hilton started double- and triple-checking every citation, and asked ChatGPT to review its own output. The process went more smoothly from there—so much so that Hilton came to see AI as a great legal leveler. “Now that I know that I can so effectively use ChatGPT, I’m not going to be paying a lawyer unless it’s absolutely necessary,” he told me.

The (imperfect) tools gave him the ability to keep his case alive, and he was eventually taken up by the ACLU. While Hilton is far from a sympathetic underdog, the levelling effect is pretty compelling.

zkmon•1mo ago
> AI will kill all the lawyers

That will the biggest criminal case processed without lawyers!

elicash•1mo ago
I think theoretically, it's okay for LLMs to write legal briefs, to replace attorneys. Write the best argument you can with whatever tools you want.

What worries me is the idea of them replacing JUDGES.

y-curious•1mo ago
That is something I hadn’t even considered. That is super scary; Part of me thinks it’s inevitable. People famously lack any sort of empathy for the falsely accused until it happens to them, so why wouldn’t they vote for a “save the children: use AI judges!” bill in 10 years?
fmbb•1mo ago
”AI” started taking judges jobs at least over ten years ago. See tools like COMPAS.

Read Weapons of Math Destruction.

dasil003•1mo ago
Isn't there a Chris Pratt movie about this coming out in January?
elicash•1mo ago
Thought at first this was the Garfield sequel, but apparently yes, the movie is Mercy. https://www.imdb.com/title/tt31050594/
unyttigfjelltol•1mo ago
Actually, that’s the high-value model. Imagine you have a bunch of LLMs tuned to different sensibilities that match great jurists, Oliver Wendell Holmes Jr., Learned Hand, maybe Aristotle to mix things up, maybe a real jurist. And your attorney tunes their arguments to be persuasive to whatever model they believe is dominant.

It’s a short leap to comparing model scores to determine a quick and dirty settlement “winner” which really isn’t that far from manual processes.

Lawyering will look different, but there definitely will be lawyers. Judging on the other hand…. Judging is the one I wonder about.

ericmcer•1mo ago
I imagine it would involve 1000s of LLMs outputting a judgement and then if there were significant disparities it would get flagged in some manner.

That's actually the plot of Minority Report, a lot of people think it is about "what if computers could predict crime" but it is really about "What do you do when your 'omniscient' machines disagree with each other".

Either way the idea of getting sent to prison and having 0 human interaction is terrifying.

arctic-true•1mo ago
Someone publishes this story every 3 months. One more gullible senior attorney getting on the hype train is not news. LLMs are very, very, very good at making words look pretty, which has always been a cherished talent that lawyers liked to think only they possessed. But even before LLMs, you wouldn’t pay a lawyer much if all you needed them to do was to write a brief with no investigation, discovery, or motion practice involved. Grok’s output looks like great lawyering because it’s the product of great lawyering - great lawyering which enabled this source to spoon-feed the facts and the law to Grok, which makes this more like a law school writing assignment than actual legal work.
jelled•1mo ago
Just like AI will kill all the software developers...

Obviously AI will change the legal industry. But a lawyer will still have an advantage because they know what questions to ask and can provide the AI with the relevant context.

mikeocool•1mo ago
And they know when it’s right and wrong.

Recently I asked Claude if I should convert my LLC to an S Corp for tax savings, and it sang the praises of how much I’d save if I did this.

When asked my accoutant, he pointed out that since I live in NYC, the S corp would be taxed in such a way that would completely wipe out the tax advantage I’d get elsewhere, and I’d likely end up paying more if I did this.

antinomicus•1mo ago
Did you tell the LLM you were in New York though?
oceansky•1mo ago
Law is very imprecise and subjetive, I really doubt that.
bastardoperator•1mo ago
It has indeed killed several careers at this point, but not because it was better than a human, but because a lazy human used it and didn't check their work.
jmclnx•1mo ago
I really doubt this for one reason. lawyers makes the laws. Already we have seen massive push-back in legal areas where some lawyers were punished for using AI.

Once it looks like their profession is threatened, you will see many laws against AI.

I thought decades ago people found a way to avoid lawyers is a specific instance, I kind of remember doing that was made against the law. Not sure if I am remembering right, but I could swear that happened.

Edit: Reading the comments, I think it was the bar exam. IIRC there was a time you could take it without a degree, that was changed to force people to go to to college and get a degree.

intrasight•1mo ago
Also, most politicians are lawyers
kiernanmcgowan•1mo ago
Its a funny take because this reddit thread seems to suggest the opposite. Pro se litigants (people representing themselves) are using LLMs to create more lawsuits resulting in more work for lawyers.

https://www.reddit.com/r/Lawyertalk/comments/1n9cwfv/pro_se_...

haritha-j•1mo ago
Of course the lawyers go for Grok
bdamm•1mo ago
I've used Grok for legal work (falsely accused, and also in a divorce) and it is very good. I've used ChatGPT also and it is not bad, but not as good as Grok. This is just my own personal experience but I suspect others who have decided to try Grok end up sticking with it.
almog•1mo ago
Can you imagine a world without lawyers?

https://www.youtube.com/watch?v=uG3uea-Hvy4

warmwaffles•1mo ago
One could only hope.
sigmonsays•1mo ago
No, AI will not kill all the lawyers. AI is autocomplete slop, it can't think logically....
Freebytes•1mo ago
This article talks about martinis about as much as it talks about the careers of lawyers being threatened by AI. The article provides no real justification for its claims outside of anecdotal opinions. The only value of this article is that it results in a discussion in the comments section that provide the actual credence to the claims.
why_at•1mo ago
Like so many of these articles about how "AI will/won't do X" it just feels like everyone is speculating.

The only thing I feel confident about is that people are bad at predicting the future. Why can't we just wait and see without all this overconfident guessing?

robotswantdata•1mo ago
Very much doubt, what you’ll see is it killing off paralegal work.

In most jurisdictions legal advice is a regulated and restricted activity. Qualified lawyers today get themselves into trouble without AI advising on areas they have no right to practice in.

zkmon•1mo ago
Any pure information-processing profession will be affected - programming, legal, teaching, financial, medical diagnosis, research, writing, videos, movies, music, art, design, architecture, business consulting, marketing, gaming, dating, chat, voice, customer support, real-time monitoring, ...

Any physical world interaction might survive for more time - cooking, goods delivery, transport, construction, medical testing, field work, lab work, class room work, handyman jobs, factory work, farming, mining, fishing, travel & tourism, retail shops, offices, gym, sports, fashion, hardware,..

Verdex•1mo ago
Legal representation is the sibling of security.

Security itself is a journey, not a destination. To say that you are secure is to say that you have been so clever that nobody else in the history of ever again will ever be as clever as you just were. Even knowing that they can study you being clever.

Even a super intelligent AI might not be able to replace lawyerhood unless it is also dynamically going out into the world and investigating new legal theory, researching old legal theory, socializing with the powers that be to ensure that they accept their approach, and carefully curating clients that can take advantage of the results.

intrasight•1mo ago
So same as AI replacing anyone else
ayaros•1mo ago
"The justice system works swiftly in the future now that they've abolished all lawyers."

-Doc Brown

AndrewDucker•1mo ago
Oh yes, the "Any minute now they'll work out how to not have it generate nonsense, and then it will be able to do job X" approach.

Come back when they don't do that.