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I'm OK being left behind, thanks

https://shkspr.mobi/blog/2026/03/im-ok-being-left-behind-thanks/
366•coinfused•1h ago•216 comments

Schizophrenia study finds new biomarker, drug candidate to treat symptoms

https://news.northwestern.edu/stories/2026/03/schizophrenia-study-finds-new-biomarker-drug-candid...
54•gmays•1h ago•12 comments

Chuck Norris Has Died

https://variety.com/2026/film/news/chuck-norris-dead-walker-texas-ranger-dies-1236694953/
134•mp3il•37m ago•56 comments

ArXiv Declares Independence from Cornell

https://www.science.org/content/article/arxiv-pioneering-preprint-server-declares-independence-co...
511•bookstore-romeo•10h ago•182 comments

Entso-E final report on Iberian 2025 blackout

https://www.entsoe.eu/publications/blackout/28-april-2025-iberian-blackout/
88•Rygian•3h ago•18 comments

Java Is Fast. Your Code Might Not Be

https://jvogel.me/posts/2026/java-is-fast-your-code-might-not-be/
22•siegers•1h ago•12 comments

Flash-KMeans: Fast and Memory-Efficient Exact K-Means

https://arxiv.org/abs/2603.09229
98•matt_d•3d ago•5 comments

Regex Blaster

https://mdp.github.io/regex-blaster/
34•mdp•2d ago•11 comments

The Soul of a Pedicab Driver

https://www.sheldonbrown.com/pedicab.html
84•haritha-j•5h ago•25 comments

Video Encoding and Decoding with Vulkan Compute Shaders in FFmpeg

https://www.khronos.org/blog/video-encoding-and-decoding-with-vulkan-compute-shaders-in-ffmpeg
53•y1n0•3d ago•18 comments

HP realizes that mandatory 15-minute support call wait times isn't good support

https://arstechnica.com/gadgets/2025/02/misguided-hp-customer-support-approach-included-forced-15...
66•felineflock•1h ago•22 comments

Google details new 24-hour process to sideload unverified Android apps

https://arstechnica.com/gadgets/2026/03/google-details-new-24-hour-process-to-sideload-unverified...
1013•0xedb•21h ago•1076 comments

Just Put It on a Map

https://progressandpoverty.substack.com/p/just-put-it-on-a-map
58•surprisetalk•4d ago•26 comments

Show HN: Sonar – A tiny CLI to see and kill whatever's running on localhost

https://github.com/RasKrebs/sonar
54•raskrebs•4h ago•29 comments

Drawvg Filter for FFmpeg

https://ayosec.github.io/ffmpeg-drawvg/
125•nolta•2d ago•23 comments

The Los Angeles Aqueduct Is Wild

https://practical.engineering/blog/2026/3/17/the-los-angeles-aqueduct-is-wild
33•michaefe•2d ago•6 comments

Full Disclosure: A Third (and Fourth) Azure Sign-In Log Bypass Found

https://trustedsec.com/blog/full-disclosure-a-third-and-fourth-azure-sign-in-log-bypass-found
226•nyxgeek•13h ago•66 comments

Drugwars for the TI-82/83/83 Calculators (2011)

https://gist.github.com/mattmanning/1002653/b7a1e88479a10eaae3bd5298b8b2c86e16fb4404
214•robotnikman•14h ago•63 comments

Too Much Color

https://www.keithcirkel.co.uk/too-much-color/
62•maguay•2d ago•33 comments

France's aircraft carrier located in real time by Le Monde through fitness app

https://www.lemonde.fr/en/international/article/2026/03/20/stravaleaks-france-s-aircraft-carrier-...
38•MrDresden•1h ago•33 comments

Building a Reader for the Smallest Hard Drive

https://www.willwhang.dev/Reading-MK4001MTD/
68•voctor•4d ago•22 comments

Return of the Obra Dinn: spherical mapped dithering for a 1bpp first-person game

https://forums.tigsource.com/index.php?topic=40832.msg1363742#msg1363742
432•PaulHoule•3d ago•56 comments

Push events into a running session with channels

https://code.claude.com/docs/en/channels
371•jasonjmcghee•14h ago•216 comments

Show HN: Three new Kitten TTS models – smallest less than 25MB

https://github.com/KittenML/KittenTTS
490•rohan_joshi•22h ago•165 comments

How the Turner twins are mythbusting modern technical apparel

https://www.carryology.com/insights/how-the-turner-twins-are-mythbusting-modern-gear/
291•greedo•2d ago•153 comments

Cursor Composer 2 is just Kimi K2.5 with RL

https://twitter.com/fynnso/status/2034706304875602030
192•mirzap•5h ago•89 comments

FSF statement on copyright infringement lawsuit Bartz v. Anthropic

https://www.fsf.org/blogs/licensing/2026-anthropic-settlement
163•m463•3d ago•74 comments

4Chan mocks £520k fine for UK online safety breaches

https://www.bbc.com/news/articles/c624330lg1ko
425•mosura•1d ago•781 comments

Cockpit is a web-based graphical interface for servers

https://github.com/cockpit-project/cockpit
298•modinfo•18h ago•169 comments

Astral to Join OpenAI

https://astral.sh/blog/openai
1414•ibraheemdev•1d ago•860 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•10mo ago

Comments

nmstoker•10mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•10mo 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•10mo 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•10mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•10mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•10mo 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•10mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•10mo 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•10mo 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•10mo 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.