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Understanding LucasArts' iMUSE System

https://github.com/meshula/LabMidi/blob/main/LabMuse/imuse-technical.md
35•todsacerdoti•1h ago•4 comments

Why National Labs are investing (heavily) in AI

https://www.lanl.gov/media/publications/1663/0125-qa-jason-pruet
105•LAsteNERD•4h ago•80 comments

The Barbican

https://arslan.io/2025/05/12/barbican-estate/
373•farslan•8h ago•149 comments

RIP Usenix ATC

https://bcantrill.dtrace.org/2025/05/11/rip-usenix-atc/
127•joecobb•7h ago•25 comments

Can you trust that permission pop-up on macOS?

https://wts.dev/posts/tcc-who/
127•nmgycombinator•5h ago•119 comments

Air Traffic Control

https://computer.rip/2025-05-11-air-traffic-control.html
19•1317•23h ago•1 comments

Build your own Siri locally and on-device

https://thehyperplane.substack.com/p/build-your-own-siri-locally-on-device
97•andreeamiclaus•4h ago•18 comments

Fast Tech

https://chaos.social/@gsuberland/114485304658708399
6•luu•2d ago•0 comments

Show HN: Lumoar – Free SOC 2 tool for SaaS startups

https://www.lumoar.com
48•asdxrfx•5h ago•22 comments

Launch HN: ParaQuery (YC X25) – GPU Accelerated Spark/SQL

87•winwang•8h ago•60 comments

Wtfis: Passive hostname, domain and IP lookup tool for non-robots

https://github.com/pirxthepilot/wtfis
14•todsacerdoti•2h ago•1 comments

NASA Study Reveals Venus Crust Surprise

https://science.nasa.gov/science-research/astromaterials/nasa-study-reveals-venus-crust-surprise/
32•mnem•3d ago•25 comments

Byte latent transformer: Patches scale better than tokens

https://arxiv.org/abs/2412.09871
91•dlojudice•7h ago•21 comments

A community-led fork of Organic Maps

https://www.comaps.app/news/2025-05-12/3/
267•maelito•12h ago•177 comments

Embeddings are underrated (2024)

https://technicalwriting.dev/ml/embeddings/overview.html
429•jxmorris12•9h ago•124 comments

Reviving a modular cargo bike design from the 1930s

https://www.core77.com/posts/136773/Reviving-a-Modular-Cargo-Bike-Design-from-the-1930s
121•surprisetalk•9h ago•98 comments

Ruby 3.5 Feature: Namespace on read

https://bugs.ruby-lang.org/issues/21311
169•ksec•10h ago•80 comments

Writing N-body gravity simulations code in Python

https://alvinng4.github.io/grav_sim/5_steps_to_n_body_simulation/
70•dargscisyhp•2d ago•8 comments

The Beam

https://www.erlang-solutions.com/blog/the-beam-erlangs-virtual-machine/
13•Alupis•3d ago•0 comments

Demonstrably Secure Software Supply Chains with Nix

https://nixcademy.com/posts/secure-supply-chain-with-nix/
76•todsacerdoti•9h ago•33 comments

Legion Health (YC S21) is hiring engineers to help fix mental health with AI

https://www.workatastartup.com/jobs/75011
1•the_danny_g•7h ago

The Acid King (2001)

https://www.rollingstone.com/feature/acid-lsd-king-william-leonard-pickard-prison-pete-wilkinson-184390/
36•udit99•3d ago•32 comments

Universe expected to decay in 10⁷⁸ years, much sooner than previously thought

https://phys.org/news/2025-05-universe-decay-years-sooner-previously.html
166•pseudolus•14h ago•221 comments

Continuous glucose monitors reveal variable glucose responses to the same meals

https://examine.com/research-feed/study/1jjKq1/
142•Matrixik•2d ago•85 comments

Show HN: Airweave – Let agents search any app

https://github.com/airweave-ai/airweave
106•lennertjansen•8h ago•30 comments

University of Texas-led team solves a big problem for fusion energy

https://news.utexas.edu/2025/05/05/university-of-texas-led-team-solves-a-big-problem-for-fusion-energy/
205•signa11•12h ago•147 comments

Why GADTs matter for performance (2015)

https://blog.janestreet.com/why-gadts-matter-for-performance/
56•hyperbrainer•2d ago•19 comments

Tailscale 4via6 – Connect Edge Deployments at Scale

https://tailscale.com/blog/4via6-connectivity-to-edge-devices
94•tiernano•10h ago•24 comments

I hacked a dating app (and how not to treat a security researcher)

https://alexschapiro.com/blog/security/vulnerability/2025/04/21/startups-need-to-take-security-seriously
441•bearsyankees•7h ago•261 comments

What if humanity forgot how to make CPUs?

https://twitter.com/lauriewired/status/1922015999118680495
38•Tabular-Iceberg•3h ago•64 comments
Open in hackernews

Why GADTs matter for performance (2015)

https://blog.janestreet.com/why-gadts-matter-for-performance/
56•hyperbrainer•2d ago

Comments

rbjorklin•7h ago
Does anyone have some hard numbers on the expected performance uplift when using GADTs? Couldn't see any mentioned in the article.
ackfoobar•6h 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•5h 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•5h ago
But you can load any byte by loading 8 bytes and shift (v cheap)
ackfoobar•5h 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•6h 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•3h 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•1h 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.)

hyperbrainer•5h ago
Related: https://github.com/ocaml/RFCs/blob/881b220adc1f358ab15f7743d...
goldchainposse•5h 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•4h 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•4h 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•4h 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•3h 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•2h 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•2h 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.

keybored•3h ago
Concretely how do you think it’s holding them back? Just by being niche?
anyfoo•1h 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•17m 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/