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Keep Our Servers Running

https://blog.archive.org/2026/09/01/keep-our-servers-running-your-recurring-donation-goes-3x-this...
514•sonicrocketman•7h ago•107 comments

Live map of public transport in Belgium

https://openbaarvervoerbelgie.be/
39•coinfused•1h ago•16 comments

Caltech Mathathon – first hackathon ever devoted to research level mathematics

https://mathathonchallenge.com/index.html
19•astroanax•1h ago•1 comments

Speculative Decoding in vLLM on AMD GPUs

https://vllm.ai/blog/2026-08-23-speculative-decoding-amd-gpus
14•ankitg12•1h ago•2 comments

LG smart TVs caught logging audio with screen off and snooping on local devices

https://www.notebookcheck.net/LG-smart-TVs-caught-logging-audio-with-screen-off-and-snooping-on-l...
193•chris_overseas•3h ago•94 comments

Impedance Matching

https://www.edge.org/response-detail/27238
6•muti•1h ago•0 comments

'You Can See Everything' Review: Nathan Fielder's Doc About Elizabeth Holmes

https://variety.com/2026/film/reviews/nathan-fielder-surprise-film-telluride-elizabeth-holmes-123...
43•cianmm•1h ago•8 comments

Making a Python interpreter in 1024 bytes

https://austinhenley.com/blog/python1024.html
241•azhenley•11h ago•84 comments

Programming is Art

https://orchidfiles.com/programming-is-art/
70•theorchid•2h ago•69 comments

Ask HN: How do you manage skills files?

146•imadtaieber•15h ago•126 comments

It took a year to ship WebAssembly in Anubis

https://anubis.techaro.lol/blog/2026/anubis-wasm/
280•xena•14h ago•136 comments

Show HN: Engrim – A universal, local-first SQLite memory engine for AI CLIs

https://github.com/timgordontg/engrim
40•timgordontg•6h ago•10 comments

Show HN: GET Together – A social network where you don't need POST to Post

https://gettogether.dev
67•nchudleigh•9h ago•29 comments

Ask HN: Fable hacked my piano, can I release the results?

166•jmpman•1d ago•104 comments

GrapheneOS Overhauled Default Apps and Secure Clipboard

https://grapheneos.social/@GrapheneOS/117225539756835649
304•Cider9986•14h ago•214 comments

Nitter and XCancel resume service after legal advice

https://github.com/zedeus/nitter/commit/1428b4c2b4246f92a7e5b2673438e5fb39fcc4a3
759•zImPatrick•17h ago•332 comments

Switzerland's Federal Government Is Replacing Microsoft on 3k Computers

https://itsfoss.com/news/switzerland-replace-microssoft-pilot/
168•ivell•5h ago•120 comments

Is mathematics about to enter the conservatory?

https://mbmccoy.dev/posts/mathematical-conservatory/
57•_alternator_•11h ago•75 comments

Has anybody seen my keys? A key-hierarchy strategy for rack-level security

https://rfd.shared.oxide.computer/rfd/0301
37•cyb0rg0•8h ago•3 comments

Harnessing the Universal Geometry of Embeddings

https://arxiv.org/abs/2505.12540
81•ur-whale•14h ago•30 comments

TiVo to charge money for skipping commercials in your own recordings

https://cordcuttersnews.com/tivo-plans-to-end-free-automatic-commercial-skipping-in-november-test...
85•dmitrygr•6h ago•44 comments

Babylonian Lamb Stew with Beets (1750–1730 BCE)

https://babylonian-collection.yale.edu/about/babylonian-cooking
149•yubblegum•3d ago•116 comments

Research acceleration: The view inside OpenAI

https://openai.com/index/research-acceleration-view-inside-openai
183•iamsyr•19h ago•131 comments

Asahi Linux on M3

https://asahilinux.org/2026/09/m2-episode-1/
489•mdp2021•20h ago•300 comments

NetBSD 9.5 released and EOL for NetBSD-9

https://blog.netbsd.org/tnf/entry/netbsd_9_5_released_and
135•jaypatelani•19h ago•12 comments

An Alien Mind

https://openai.com/index/an-alien-mind/
418•tosh•18h ago•368 comments

I'm a seeing-eye dog for a computer

https://claytonwramsey.com/blog/seeing-eye/
72•claytonwramsey•3d ago•72 comments

Black Hole of Los Alamos: Seller of surplus nuclear research materials (2011)

https://www.atlasobscura.com/places/black-hole-of-los-alamos
68•Bluestein•4d ago•15 comments

Show HN: Mador – Make any DOM reactive with a tiny 80-line Proxy state tuple

https://github.com/marsbos/mador
90•bosmarcel•14h ago•31 comments

Show HN: Think Turing Complete, but you write the circuits in TypeScript (WIP)

https://play.simten.dev
4•charlesfrisbee•4d ago•1 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•1y ago

Comments

nmstoker•1y ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•1y 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•1y 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•1y ago
I thought Graal was going to slowly replace HotSpot?
vips7L•1y ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•1y 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•1y ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•1y 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•1y 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•1y 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.