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We Might All Be AI Engineers Now

https://yasint.dev/we-might-all-be-ai-engineers-now/
25•sn0wflak3s•58m ago•14 comments

System76 on Age Verification Laws

https://blog.system76.com/post/system76-on-age-verification/
344•LorenDB•5h ago•212 comments

GPL upgrades via section 14 proxy delegation

https://runxiyu.org/comp/gplproxy/
34•weinzierl•1h ago•14 comments

GPT-5.4

https://openai.com/index/introducing-gpt-5-4/
842•mudkipdev•16h ago•666 comments

Show HN: Swarm – Program a colony of 200 ants using a custom assembly language

https://dev.moment.com/
77•armandhammer10•5h ago•19 comments

10% of Firefox crashes are caused by bitflips

https://mas.to/@gabrielesvelto/116171750653898304
622•marvinborner•1d ago•310 comments

A GitHub Issue Title Compromised 4k Developer Machines

https://grith.ai/blog/clinejection-when-your-ai-tool-installs-another
447•edf13•17h ago•124 comments

The Brand Age

https://paulgraham.com/brandage.html
357•bigwheels•16h ago•279 comments

Labor market impacts of AI: A new measure and early evidence

https://www.anthropic.com/research/labor-market-impacts
205•jjwiseman•11h ago•284 comments

Where things stand with the Department of War

https://www.anthropic.com/news/where-stand-department-war
453•surprisetalk•9h ago•463 comments

Good software knows when to stop

https://ogirardot.writizzy.com/p/good-software-knows-when-to-stop
441•ssaboum•20h ago•224 comments

Stardex (YC S21) is hiring customer success engineers

https://www.ycombinator.com/companies/stardex/jobs/lag1C1P-customer-success-engineer-ai-data-migr...
1•sanketc•3h ago

A standard protocol to handle and discard low-effort, AI-Generated pull requests

https://406.fail/
188•Muhammad523•12h ago•64 comments

Show HN: Tensor Spy: inspect NumPy and PyTorch tensors in the browser, no upload

https://tensorspy.com/
10•jacobn•3d ago•1 comments

Wikipedia was in read-only mode following mass admin account compromise

https://www.wikimediastatus.net
974•greyface-•18h ago•340 comments

How to install and start using LineageOS on your phone

https://lockywolf.net/2026-02-19_How-to-install-and-start-using-LineageOS-on-your-phone.d/index.html
67•todsacerdoti•9h ago•17 comments

CBP tapped into the online advertising ecosystem to track peoples’ movements

https://www.404media.co/cbp-tapped-into-the-online-advertising-ecosystem-to-track-peoples-movements/
461•ece•1d ago•185 comments

Hardware hotplug events on Linux, the gory details

https://arcanenibble.github.io/hardware-hotplug-events-on-linux-the-gory-details.html
148•todsacerdoti•4d ago•14 comments

A ternary plot of citrus geneology

https://www.jlauf.com/writing/citrus/
133•jlauf•2d ago•25 comments

AI and the Ship of Theseus

https://lucumr.pocoo.org/2026/3/5/theseus/
108•pixelmonkey•18h ago•113 comments

Show HN: Jido 2.0, Elixir Agent Framework

https://jido.run/blog/jido-2-0-is-here
285•mikehostetler•18h ago•58 comments

Judge orders government to begin refunding more than $130B in tariffs

https://www.wsj.com/politics/policy/judge-orders-government-to-begin-refunding-more-than-130-bill...
940•JumpCrisscross•20h ago•687 comments

Remotely unlocking an encrypted hard disk

https://jyn.dev/remotely-unlocking-an-encrypted-hard-disk/
145•janandonly•15h ago•67 comments

Show HN: PageAgent, A GUI agent that lives inside your web app

https://alibaba.github.io/page-agent/
103•simon_luv_pho•17h ago•54 comments

Screeching Sound of Peeling Tape

https://journals.aps.org/pre/abstract/10.1103/p19h-9ysx
12•akshatjiwan•3d ago•2 comments

TeX Live 2026 is available for download now

https://www.tug.org/texlive/acquire.html
65•jithinraj•4h ago•41 comments

Data Does Not Speak to You

https://tantaman.com/2026-03-02-data-doesnt-speak.html
17•tantaman•2d ago•25 comments

Apply Within – Bringing applicative desugaring to Scala for-notation

https://blog.podsnap.com/apply.html
3•luu•3d ago•0 comments

Launch HN: Vela (YC W26) – AI for complex scheduling

46•Gobhanu•16h ago•38 comments

Hacking Super Mario 64 using covering spaces

https://happel.ai/posts/covering-spaces-geometries-visualized/
38•nill0•4d ago•6 comments
Open in hackernews

Why GADTs matter for performance (2015)

https://blog.janestreet.com/why-gadts-matter-for-performance/
83•hyperbrainer•9mo ago

Comments

rbjorklin•9mo ago
Does anyone have some hard numbers on the expected performance uplift when using GADTs? Couldn't see any mentioned in the article.
ackfoobar•9mo ago
The example here is basically an 8-fold memory saving going from `long[]` from `byte[]` - while still retaining polymorphism (whereas in Java the two are unrelated types).

Hard to say exactly how much performance one would get, as that depends on access patterns.

misja111•9mo ago
The reason that a byte array is in reality layed out as a (mostly empty) long array in Java, is actually for performance. Computers tend to have their memory aligned at 8 byte intervals and accessing such an address is faster than accessing an address that's at an offset of an 8 byte interval.

Of course it depends on your use case, in some cases a compact byte array performs better anyway, for instance because now you're able to fit it in your CPU cache.

john-h-k•9mo ago
But you can load any byte by loading 8 bytes and shift (v cheap)
ackfoobar•9mo ago
> a byte array is in reality layed out as a (mostly empty) long array in Java

Are you saying each byte takes up a word? That is the case in the `char array` in OCaml, but not Java's `byte[]`. AFAIK The size of a byte array is rounded up to words. Byte arrays of length 1-8 all have the same size in a 64-bit machine, then length 7-16 take up one more word.

https://shipilev.net/jvm/objects-inside-out/

cosmic_quanta•9mo ago
Interesting, thanks for posting.

I share the author's frustration with the lack of non-compiler-related examples of GADT uses. It seems like such a powerful idea, but I haven't been able to get a feel for when to reach for GADTs in Haskell

wyager•9mo ago
I often find them handy for locking down admissible states at compile time. Maybe ~10 years ago in a processor design class, I wrote some CPUs in Haskell/Clash for FPGA usage. A nice thing I could do was write a single top-level instruction set, but then lock down the instructions based on what stages of the processor they could exist at.

For example, something like (not an actual example from my code, just conceptually - may be misremembering details):

  data Instruction stages where
   MovLit :: Word64 -> Register -> Instruction '[Fetch, Decode, Execute, Writeback]
   -- MovReg instruction gets rewritten to MovLit in Execute stage
   MovReg :: Register -> Register -> Instruction '[Fetch, Decode, Execute]
   ...
And then my CPU's writeback handler block could be something like:

  writeback :: (Writeback `member` stages) => Instruction stages -> WritebackState -> WritebackState
  writeback (MovLit v reg) = ...
  -- Compiler knows (MovReg _ _) is not required here
So you can use the type parameters to impose constraints on the allowed values, and the compiler is smart enough to use this data during exhaustiveness checks (cf "GADTs Meet Their Match")
anyfoo•9mo ago
Wow, someone else who (used to be) using Clash. I still use it for everything I can in my (hobby) FPGA projects. I'm not sure I've used GADTs, but I've certainly made use of other more "advanced" parts of the type system, like type families.

What you're doing here is pretty cool, I think I will start doing so, too. I have a number of places where I use "undefined" instead. (The "undefined" from the Clash Prelude, which translates into a "don't care" signal state.)

wyager•9mo ago
Clash is awesome, IMO by far the best extant HDL.

I semi-recently used it for this ADAT fiber optic audio codec https://github.com/YagerICS/adat-codec

anyfoo•9mo ago
Awesome. I see you've made full use of Hedgehog as well.
hyperbrainer•9mo ago
Related: https://github.com/ocaml/RFCs/blob/881b220adc1f358ab15f7743d...
goldchainposse•9mo ago
I know Jane Street love OCaml, but you have to wonder how much it's cost them in velocity and maintenance. This is a quant firm blogging about a programming language they're the most famous user of.
pjmlp•9mo ago
It is thanks to the companies like Jane Street that believe there is something else beyond C, that we can have nice toys.

Remember if OCaml wasn't a mature programming language, maybe Rust would not have happened in first place.

kryptiskt•9mo ago
Why do you assume it's a drag for them and not a competitive advantage? I don't know if it's such a terrible thing to use a slightly out of mainstream language, when the standard in the business is to accumulate tens of millions of lines of C++.
ackfoobar•9mo ago
Agreed, indeed I believe they have mentioned that OCaml gets them to ship quicker because they are more confident with the correctness of changes.

But being outside of the mainstream may mean you need to occasionally debug more esoteric stuff: https://gallium.inria.fr/blog/intel-skylake-bug/ I'm sure Jane Street can afford doing that, but I'm not so sure if a small team can.

gjadi•9mo ago
That was an interesting read, thanks. However I fail to see how it's an issue specific to ocaml. It was a bug in the Skylake processor triggered by a special pattern of instructions produced by gcc. Ocaml built with clang was ok because it doesn't used the same pattern. Did I miss something?
ackfoobar•9mo ago
If the JVM encountered the same bug other people would have discovered it before me. Most probably I won't even know the bug exists.
goldchainposse•9mo ago
> Why do you assume it's a drag for them and not a competitive advantage?

Because despite them being very open about it, no one else does it, and every distinguished engineer who pushes a weird tech choice will justify and defend it.

cdaringe•9mo ago
People that haven’t used ocaml think it’s weird. I picked it up casually in 2020. It might not be popular, but it’s certainly not weird. It’s actually quite fantastic. These days I rarely ever use it, but I wish I did!
keybored•9mo ago
Concretely how do you think it’s holding them back? Just by being niche?
anyfoo•9mo ago
There are many things to say about this, but one of those things is that I think you are making the assumption that an (e.g.) C programmer who does not want (or even cannot) get into OCaml would somehow be better for this highly specialized, high-performance, and high-correctness-affine use case, than someone who does. And I'd question that assumption.
fjwufjfa•9mo ago
It's easier to reason in FP plus the python paradox [1] [2].

[1]: https://www.paulgraham.com/pypar.html

[2]: https://blog.janestreet.com/why-ocaml/

codr7•9mo ago
For certain classes of programs, yes. I have a hunch finance is a pretty good fit.
AdieuToLogic•9mo ago
I agree with your point about reasoning when employing Functional Programming (FP).

However, I very much disagree with Graham's 2004 assertion[0]:

  It's a lot of work to learn a new programming language. And 
  people don't learn Python because it will get them a job; 
  they learn it because they genuinely like to program and 
  aren't satisfied with the languages they already know.
It does not require "a lot of work to learn a new programming language" once a person has fluency with at least one. Actually, the difficulty of learning a new programming language is inversely proportional to how many programming languages the person has already learned. Especially if a new programming language is in the same paradigm category as those already known (Procedural, OOP, FP, etc.).

I was a professional software engineer in 2004, when the Graham post was written. To say, "people don't learn Python because it will get them a job ..." was bullshit then just as it is now. The remainder of the quoted sentence is unfounded extrapolation and has the value of same.

0 - https://www.paulgraham.com/pypar.html

lmm•9mo ago
Jane Street has been one of the most successful financial firms of the last 10 years or so, going from a niche hedge fund to a big player. Sounds like OCaml has been working out for them. Certainly I know it's helped them hire a lot of excellent programmers.
cryptonector•9mo ago
What's not clear from reading TFA is whether the compiler monomorphizes TFA's `Compact_array` for the two special cases of it (array of bytes vs. array of anything else), but I'm assuming so. Perhaps if I was familiar with OCaml the answer would be blindingly obvious. What's happening here is that w/ GADTs you can have a _singular_ abstraction with multiple distinct implementations for specific types and others for generic types, and you don't have to think about it too much, except you have to remember to use these type hints in the interface definitions to get the compiler to do what you want.

> Yaron Minsky joined Jane Street back in 2002, and claims the dubious honor of having convinced the firm to start using OCaml.

That's pretty cool. And I guess Stephen Dolan ended up there due to his work on OCaml, which is pretty cool too. (I'd like to meet Stephen some day.)