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I’m joining OpenAI

https://steipete.me/posts/2026/openclaw
606•mfiguiere•5h ago•440 comments

Magnus Carlsen Wins the Freestyle (Chess960) World Championship

https://www.fide.com/magnus-carlsen-wins-2026-fide-freestyle-world-championship/
143•prophylaxis•4h ago•66 comments

Pink noise reduces REM sleep and may harm sleep quality

https://www.pennmedicine.org/news/pink-noise-reduces-rem-sleep-and-may-harm-sleep-quality
53•gnabgib•2h ago•29 comments

LT6502: A 6502-based homebrew laptop

https://github.com/TechPaula/LT6502
316•classichasclass•9h ago•138 comments

Modern CSS Code Snippets: Stop writing CSS like it's 2015

https://modern-css.com
249•eustoria•8h ago•99 comments

Radio host David Greene says Google's NotebookLM tool stole his voice

https://www.washingtonpost.com/technology/2026/02/15/david-greene-google-ai-podcast/
102•mikhael•8h ago•62 comments

Error payloads in Zig

https://srcreigh.ca/posts/error-payloads-in-zig/
47•srcreigh•3h ago•5 comments

Audio is the one area small labs are winning

https://www.amplifypartners.com/blog-posts/arming-the-rebels-with-gpus-gradium-kyutai-and-audio-ai
111•rocauc•2d ago•19 comments

I gave Claude access to my pen plotter

https://harmonique.one/posts/i-gave-claude-access-to-my-pen-plotter
101•futurecat•2d ago•41 comments

I fixed Windows native development

https://marler8997.github.io/blog/fixed-windows/
680•deevus•15h ago•329 comments

I Love Board Games: A Personal Obsession Explained by Psychology

https://www.thesswnetwork.com/post/why-i-love-board-games-a-personal-obsession-explained-by-psych...
5•Propolice•4d ago•0 comments

Show HN: Microgpt is a GPT you can visualize in the browser

https://microgpt.boratto.ca
121•b44•8h ago•8 comments

EU bans the destruction of unsold apparel, clothing, accessories and footwear

https://environment.ec.europa.eu/news/new-eu-rules-stop-destruction-unsold-clothes-and-shoes-2026...
796•giuliomagnifico•9h ago•552 comments

Transforming a Clojure Database into a Library with GraalVM Native Image and FFI

https://avelino.run/chrondb-polyglot-ffi-clojure-graalvm-native-image/
15•PaulHoule•4d ago•0 comments

Language a Wood for Thought: Susan Howe's Work

https://www.poetryfoundation.org/articles/1769037/language-a-wood-for-thought
11•apollinaire•4d ago•1 comments

Show HN: VOOG – Moog-style polyphonic synthesizer in Python with tkinter GUI

https://github.com/gpasquero/voog
70•gpasquero•7h ago•13 comments

Pocketblue – Fedora Atomic for mobile devices

https://github.com/pocketblue/pocketblue
61•nikodunk•10h ago•13 comments

Show HN: Klaw.sh – Kubernetes for AI agents

https://github.com/klawsh/klaw.sh
40•eftalyurtseven•9h ago•31 comments

GNU Pies – Program Invocation and Execution Supervisor

https://www.gnu.org.ua/software/pies/
64•smartmic•6h ago•46 comments

JavaScript-heavy approaches are not compatible with long-term performance goals

https://sgom.es/posts/2026-02-13-js-heavy-approaches-are-not-compatible-with-long-term-performanc...
13•luu•2h ago•6 comments

Real-time PathTracing with global illumination in WebGL

https://erichlof.github.io/THREE.js-PathTracing-Renderer/
131•tobr•3d ago•13 comments

Gwtar: A static efficient single-file HTML format

https://gwern.net/gwtar
187•theblazehen•11h ago•65 comments

Two different tricks for fast LLM inference

https://www.seangoedecke.com/fast-llm-inference/
174•swah•17h ago•64 comments

True Nature: The Lives of Peter Matthiessen

https://www.lrb.co.uk/the-paper/v48/n02/christian-lorentzen/i-m-always-in-the-club
15•Thevet•5d ago•4 comments

Show HN: Pangolin: Open-source identity-based VPN (Twingate/Zscaler alternative)

https://github.com/fosrl/pangolin
50•miloschwartz•16h ago•20 comments

Show HN: Knock-Knock.net – Visualizing the bots knocking on my server's door

https://knock-knock.net
103•djkurlander•9h ago•41 comments

Towards Autonomous Mathematics Research

https://arxiv.org/abs/2602.10177
86•gmays•8h ago•42 comments

Amazon's Ring and Google's Nest reveal the severity of U.S. surveillance state

https://greenwald.substack.com/p/amazons-ring-and-googles-nest-unwittingly
708•mikece•14h ago•528 comments

Editor's Note: Retraction of article containing fabricated quotations

https://arstechnica.com/staff/2026/02/editors-note-retraction-of-article-containing-fabricated-qu...
159•bikenaga•8h ago•131 comments

Continuous batching from first principles (2025)

https://huggingface.co/blog/continuous_batching
23•jxmorris12•4h ago•4 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•9mo ago

Comments

nmstoker•9mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•9mo ago
The most impact will be achieved on java standard library, like Streams (cited in the article). Right now, although their behavior is well stablished and they are mostly used in the "factory" mode (no user subclassing or implementation of the stream api), they cannot be shipped with the JVM already compiled.

If you can find a way (which this JEP is one way) to make the bulk of the java standard api AOT compiled, then java programs will be faster (much faster).

Also, the JVM is already an engine marvel (java JIT code is fast as hell), but this will make java programs much nimbler.

rzwitserloot•9mo ago
I assume you meant with the AOT argument: "The initial few minutes of a JVM's existence, which would be the entire lifetime if you're using java the way you use e.g. your average executable in your `/usr/bin` dir".

Saying "java programs will be faster" is perhaps a bit misleading to those who don't know how java works. This will speed up only the first moments of a JVM execution, nothing more. Or, I misread the JEP, in which case I'd owe you one if you can explain what I missed.

As a java developer this will be lightly convenient when developing. We go through JVM warmup a lot more than your average user ever does. Personally I think I'm on the low end (I like debuggers, and I don't use TDD-style "what I work on is dictated by a unit test run and thus I rerun the tests a lot during development". But still it excites me somewhat, so that should mean your average java dev should be excited quite a bit by this.

I am not all that experienced in it, but I gather that lambda-style java deployments (self contained simple apps that run on demand and could in theory be operating on a 'lets boot up a JVM to run this tiny job which won't last more than half a second') have looong ago moved on from actually booting JVMs for every job, such as by using Graal, an existing AOT tool. But if you weren't using those, hoo boy. This gives every java app 'graal level bootup' for as far as I can tell effectively free (a smidge of disk space to store the profile).

For the kinds of java deployments I'm more familiar with (a server that boots as the box boots and stays running until a reboot is needed to update deps or the app itself), this probably won't cause a noticable performance boost.

indolering•9mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•9mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•9mo ago
in addition to storing profiles, what about caching some native code? so that we can eliminate the JIT overhead for hot functions

EDIT: they describe this in their "Alternative" section as future work

tikkabhuna•9mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•9mo ago
Faint echoes of the very first optimizing compiler, Fortran I, which did a monte carlo simulation of the flow graph to attempt to detect hot spots in the flow graph so it could allocate registers to inner loops first.
indolering•9mo ago
OpenJ9 has had some of this type of functionality for a while now. Glad to see the difference between interpreted and compiled languages continue to get fuzzier.
pjmlp•9mo ago
Even longer than that, OpenJ9 AOT capabilities, and JIT cache, go back to the Websphere Real-Time JVM, whose branding had nothing to do with J2EE application server.

Most documentation is gone from the Internet, I was able to dig one of the old manuals,

https://ftpmirror.your.org/pub/misc/ftp.software.ibm.com/sof...

These kind of features have been available in commercial JVMs like those for a while now, what the community is finally getting are free beer versions of such capabilities.