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REA Reverse – Engineer Anything

https://rea.tools/
324•modinfo•6h ago•109 comments

Telegram Desktop vulnerability allowed any user's file to be stolen

https://beaksec.github.io/posts/telegram-desktop-one-click-account-takeover/
92•g-b-r•4h ago•43 comments

Cloudflare acquires Deno

https://deno.com/blog/cloudflare
1173•ilreb•18h ago•605 comments

Triple-A Minesweeper

https://minesweeper.mikelacher.com/
877•robin_reala•15h ago•172 comments

Eye of Sauron: Long-Range Hidden Spy Camera Detection

https://www.usenix.org/conference/usenixsecurity24/presentation/zhang-qibo
110•ortusdux•2d ago•26 comments

Computers Cannot Make Decisions

https://wiki.cateat.fish/art:computers_cannot_make_decisions
12•heavensteeth•1h ago•5 comments

How to head into VR without wearing a headset

https://www.kyushu-u.ac.jp/en/researches/view/414/
18•Betelbuddy•3d ago•5 comments

Typesafe AI raises $870M at $7.5B

https://typesafe.ai/blog/series-ai
347•tosh•14h ago•251 comments

Show HN: Carrier-Explode: iPhone, Pixel and Galaxy carrier settings decoded

https://carrierexplode.com/
294•simplyalec•13h ago•39 comments

Can you use autoregressive diffusion to generate market data?

https://blog.janestreet.com/can-you-use-autoregressive-diffusion-to-generate-market-data/
64•jsomers•16h ago•23 comments

Compiling Rust to readable C with Eurydice

https://lwn.net/Articles/1055211/
61•peter_d_sherman•8h ago•11 comments

Clinical trial of a prion disease drug candidate begins enrolling participants

https://www.broadinstitute.org/news/clinical-trial-prion-disease-drug-candidate-begins-enrolling-...
46•luu•7h ago•5 comments

Pointing AI at archives found a forgotten meteorite, lost rhinos, and more

https://jessewaites.com/blog/post/i-pointed-ai-at-400-years-of-archives/
138•piratebroadcast•19h ago•72 comments

Show HN: Proton Drive for Linux

https://oss.lsantos.dev/proton-drive-linux-fs/
68•khaosdoctor•1d ago•25 comments

YouTuber Says Cops Visited Him After He Built a Flock-Style Camera to Track Cops

https://gizmodo.com/youtuber-says-cops-paid-him-a-visit-after-he-built-flock-style-camera-to-trac...
541•gumby•10h ago•298 comments

Communication Between the Compiler, the Build System, and Beyond

https://shrub.industries/words/problem.html
10•shrub900•3d ago•2 comments

Scam American companies are using to manipulate ingredient lists

https://twitter.com/WallStreetApes/status/2108594998656807078
101•bilsbie•13h ago•107 comments

Food processing influences metabolism and brain activity

https://news.vt.edu/articles/2026/10/research_fralinbiomed_upfhutelin.html
6•gmays•2h ago•0 comments

What mathematicians should know about the Lean Theorem Prover: reliability & AI

https://terrytao.wordpress.com/2026/10/09/what-mathematicians-should-know-about-the-lean-theorem-...
91•matt_d•13h ago•18 comments

Our $445M Series D

https://oxide.computer/blog/our-445m-series-d
642•ahlCVA•18h ago•294 comments

The role of cat eye narrowing movements in cat–human communication (2020)

https://www.nature.com/articles/s41598-020-73426-0
72•bushwart•3d ago•27 comments

Sorry, I'm in a meeting

https://iminafleeting.com/
868•splintersio•22h ago•247 comments

'Wallace and Gromit,' 90% Alone

https://animationobsessive.substack.com/p/wallace-and-gromit-90-alone
196•vinhnx•17h ago•24 comments

Show HN: The rarest tech books and docs you've probably never read

https://readrare.com/
115•miletus•13h ago•42 comments

Put a price on breakthroughs

https://alexwang.ai/posts/put-a-price-on-breakthroughs/
14•ketothekingdom•4h ago•5 comments

Atari Falcon

https://atarimuseum.nl/atari-falcon/
41•debo_•8h ago•15 comments

100+ reactions to 100+ solutions

https://proofsandprompts.com/2026/10/08/100-reactions-to-100-solutions/
64•jacobedawson•19h ago•54 comments

Vegetative Electron Microscopy WTF? (2025)

https://www.sciencebase.com/science-blog/vegetative-electron-microscopy.html
3•adunk•1d ago•0 comments

Show HN: A simple to-do app for iPhone, Mac, and your agent

https://ilia.page/writing/introducing-nagare
11•shmilia•2h ago•7 comments

The Alchemical Transformations of the Mutus Liber (1677)

https://publicdomainreview.org/collection/mutus-liber/
8•benbreen•3d ago•0 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.