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How to feed a dictator

https://www.theguardian.com/film/2026/jun/09/how-to-feed-a-dictator-film
97•Michelangelo11•2h ago•37 comments

Think of the children: How to force real ID for all internet traffic (2023)

https://nochan.net/b/Internet-Crap/20230829-Think-Of-The-Children/
150•Bender•7h ago•88 comments

There are no instances in ATProto

https://overreacted.io/there-are-no-instances-in-atproto/
367•danabramov•12h ago•203 comments

Data Compression Explained

https://mattmahoney.net/dc/dce.html
16•mtdewcmu•3d ago•0 comments

Surprising Economics of Load-Balanced Systems

https://brooker.co.za/blog/2020/08/06/erlang.html
58•KraftyOne•7h ago•17 comments

I used sound waves to make espresso

https://theconversation.com/i-used-sound-waves-to-make-espresso-it-could-cut-coffee-brewing-energ...
216•zeristor•6d ago•143 comments

Norway imposes near ban on AI in elementary school

https://www.reuters.com/technology/norway-imposes-near-ban-ai-elementary-school-2026-06-19/
503•ilreb•11h ago•346 comments

Hyundai buys Boston Dynamics

https://startupfortune.com/hyundai-takes-full-control-of-boston-dynamics-as-softbank-exits-for-32...
705•ck2•11h ago•324 comments

Hey, n00b, we didn't hire you to complete tasks

https://newsletter.kentbeck.com/p/hey-n00b-we-didnt-hire-you-to-complete
113•rrvsh•3h ago•51 comments

Bobby Prince, composer for Doom, Wolfenstein 3D, and Duke Nukem 3D, has died

https://www.legacy.com/legacy/robert-bobby-prince-lll
250•pgrote•8h ago•28 comments

Project Valhalla, Explained: How a Decade of Work Arrives in JDK 28

https://www.jvm-weekly.com/p/project-valhalla-explained-how-a
549•philonoist•21h ago•341 comments

How many of the 170k English words do you know?

https://vocabowl-870366514258.us-west1.run.app/
256•abnry•14h ago•374 comments

Egyptian Fractions

https://blog.plover.com/math/egyptian-fractions.html
72•luu•4d ago•3 comments

DuckDB Internals Part 1

https://www.greybeam.ai/blog/duckdb-internals-part-1
444•marklit•3d ago•132 comments

Digital Printing of Arabic: explaining the problem

https://digitalorientalist.com/2017/08/21/digital-printing-of-arabic-explaining-the-problem/
30•a_t48•3d ago•5 comments

John Jumper to join Anthropic

https://twitter.com/JohnJumperSci/status/2068001285173834106
86•artninja1988•10h ago•60 comments

A Perceptron in Age of Empires II

https://adewynter.github.io/notes/aoe2-circuits
33•EvgeniyZh•1d ago•11 comments

Big Banana Car

https://bigbananacar.com/
126•Bender•9h ago•73 comments

Telescope Ranchers

https://kottke.org/26/06/telescope-ranchers
107•bookofjoe•3d ago•43 comments

Ask HN: Will programmers write more efficient code during the memory shortage?

47•amichail•5h ago•77 comments

Meet Nikolai Evreinov, the 19th century Nathan Fielder

https://mssv.net/2026/06/16/meet-nikolai-evreinov-the-19th-century-nathan-fielder/
5•adrianhon•3d ago•0 comments

Court Records Should Be Free

https://www.eff.org/deeplinks/2026/06/court-records-should-be-free
278•hn_acker•10h ago•59 comments

RhinoCollab a plugin for real-time editing for Rhino 3D

https://rhinocollab.com
22•Ashxius•5d ago•5 comments

A 1976 university experiment spun up the U.S. wind industry

https://spectrum.ieee.org/william-heronemus-wind-energy
77•pseudolus•4d ago•8 comments

Zenzizenzizenzic

https://en.wikipedia.org/wiki/Zenzizenzizenzic
80•gyosifov•6h ago•22 comments

Zen and the Art of Machine Learning Research

https://blog.jxmo.io/p/zen-and-the-art-of-machine-learning
241•jxmorris12•4d ago•82 comments

Building a robotics research setup that lives next to my desk

https://dfdxlabs.com/research/2026/robotics-setup/
125•mplappert•1d ago•40 comments

Show HN: Metiq: a real time 3D globe for 100 public datasets

https://metiq.space
95•rakeda•3d ago•29 comments

Aikido Code Audit

https://www.aikido.dev/blog/introducing-code-audit-find-complex-vulnerabilities-hidden-in-your-co...
26•ilreb•3h ago•8 comments

Ten years of ClickHouse in open source

https://clickhouse.com/blog/open-source-10
284•saisrirampur•4d ago•72 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.