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The other Sean Byrne doesn't exist

https://conic.al/writing/the-other-sean-byrne-doesnt-exist/
178•rdl•6h ago•96 comments

Qwen 3.8 27B

https://huggingface.co/Qwen/Qwen3.8-27B-FP8
1158•erdaltoprak•19h ago•700 comments

Show HN: Eigendrum - Draw any shape and hear what it sounds like as a drum

https://baselashraf81.github.io/eigendrum/
21•BaselAshraf81•4d ago•5 comments

Using GCC's Nested Functions with Wide Pointers and No Trampolines II

https://uecker.codeberg.page/2026-07-14.html
15•uecker•2h ago•1 comments

Going Dark, and the era of law enforcement hacking

https://blog.cryptographyengineering.com/2026/08/14/everything-is-about-to-go-dark/
352•vslira•14h ago•158 comments

In 1962, Egypt's Missile Program Lost Its Key Scientist Without a Trace

https://www.popularmechanics.com/military/a73358518/nazi-rocket-scientist-disappearance/
48•bookofjoe•2d ago•18 comments

Coin-sized device can hack a Boeing 737

https://www.wired.com/story/this-coin-sized-device-can-hack-a-boeing-737/
84•_tk_•2d ago•53 comments

Understanding WCAG 2.2 as ePub and PDF

https://doeken.org/wcag-ebook
18•doekenorg•2d ago•2 comments

The mathematical beauty of hyperbezier curves

https://linebender.org/blog/hyperbezier/
9•raphlinus•5d ago•0 comments

Show HN: ThoughtDAG – An editable context graph for LLM conversations

https://chenxiachan.github.io/thoughtdag/
43•chatchan•6h ago•12 comments

Google is making private AI practical with homomorphic encryption

https://blog.google/security/how-google-is-making-private-ai-practical-with-homomorphic-encryption/
403•u1hcw9nx•19h ago•246 comments

Magnitude 7.7 Earthquake – 68 km NNW of Ende, Indonesia

https://earthquake.usgs.gov/earthquakes/eventpage/us6000tkt2/executive
198•Bender•9h ago•48 comments

Firefox is now the last major browser that still supports uBlock Origin

https://www.pcworld.com/article/3212428/firefox-is-now-the-last-major-browser-that-still-supports...
1092•DemiGuru•15h ago•402 comments

RustDesk now supports true unattended remote access on Wayland

https://rustdesk.com/blog/unattended-remote-access-wayland/
301•rustdesk•18h ago•126 comments

eigendrum

https://eigendrum.com/#p=circle
164•bookofjoe•12h ago•41 comments

AI by Hand

https://www.byhand.ai/
312•sans_souse•18h ago•23 comments

Simplifying and Refactoring Introductory Calculus (2018)

https://arxiv.org/abs/1811.03459
95•E-Reverance•10h ago•47 comments

Maximizing the value of your Claude Code sessions

https://claude.com/blog/maximizing-the-value-of-your-claude-code-sessions
234•twapi•18h ago•130 comments

Show HN: Silent Shark – tactical map-based WWII submarine sim

https://silentshark.app/
31•epaga•2d ago•11 comments

Unearthing a 31 year old Easter egg in Ecco the Dolphin

https://32bits.substack.com/p/under-the-microscope-ecco-the-dolphin-98c
88•bbayles•2d ago•19 comments

This Hi-Fi Tape Recorder Changed Radio Forever

https://spectrum.ieee.org/magnetophon-laugh-track
49•Jimmc414•3d ago•13 comments

I turned my RSS feeds into an e-ink newspaper to stop reading on my phone

https://heyjonny.dev/posts/rss-to-eink-newspaper/
192•speckx•20h ago•75 comments

Super Mario Derivations

https://fzakaria.com/2026/08/05/super-mario-derivations
109•domenkozar•1w ago•15 comments

Introducing Toast 1

https://www.mixedbread.com/blog/toast-1
207•mplappert•19h ago•62 comments

GLM-5.3: Frontier coding with emergent cyber capabilities

https://z.ai/blog/glm-5.3
1095•pella•1d ago•541 comments

Racket v9.3

https://blog.racket-lang.org/2026/08/racket-v9-3.html
94•privong•16h ago•6 comments

Suspecting court of using AI, man injected prompts in filings to try to win case

https://arstechnica.com/tech-policy/2026/08/suspecting-court-of-using-ai-man-injected-prompts-in-...
30•jnord•3h ago•21 comments

Show HN: Deltix – AI Driven Testing

https://app.deltix.ai
34•oneounceman•8h ago•9 comments

The Ploopy A+ Trackball Is Here

https://blog.ploopy.co/the-aplus-is-finally-here-499
108•big_toast•10h ago•56 comments

Ultraviolet Bird Photography

https://uvbirds.com/
149•EndXA•1w ago•25 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.