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Nokia Design Archive (2025)

https://nokiadesignarchive.aalto.fi/index.html
59•pillars•1h ago•20 comments

Linux support is coming to Snapdragon X2 Series

https://www.qualcomm.com/news/onq/2026/09/snapdragon-summit-agentic-ai-pcs-linux
441•aaronday•12h ago•183 comments

Claude discovers a novel enzyme system with CRISPR-like repeats

https://www.anthropic.com/news/claude-discovers-novel-enzyme-system
664•raahelb•17h ago•679 comments

RAM: the forgotten history (2024)

https://blog.coredump.cx/p/memory-the-forgotten-history
32•Luc•1d ago•0 comments

Ideas on modernizing the open-source desktop

https://lwn.net/SubscriberLink/1095425/2d9f411252325784/
160•signa11•8h ago•153 comments

Starlink ground station in Poland hit by fire in suspected arson attack

https://notesfrompoland.com/2026/09/24/starlink-ground-station-in-poland-hit-by-fire-in-suspected...
50•giuliomagnifico•1h ago•12 comments

Meta takes down a critical video about meta AI Glasses after filming at Meta

https://www.reddit.com/r/facebook/comments/1wotwrk/meta_takes_down_a_critical_video_about_meta_ai/
179•pieterr•2h ago•68 comments

Early rogue AI agent activity and attempts to hack found on urlquery.net

https://transluce.org/agent-activity
144•snikolaev•5h ago•117 comments

ArXiv receives multiyear commitments to support it as an independent nonprofit

https://blog.arxiv.org/2026/09/23/arxiv-receives-multiyear-investment/
196•JohnHammersley•12h ago•22 comments

VSCode's SSH Agent Is Bananas (2025)

https://fly.io/blog/vscode-ssh-wtf/
241•Rapzid•14h ago•151 comments

Contrastive Language Models

https://contrastive-lm.notion.site/
82•erichocean•6h ago•17 comments

Virtio-nvgpu: Near-native Nvidia GPU access inside a KVM guest

https://github.com/nestrilabs/virtio-nvgpu
107•WanjohiRyan•10h ago•46 comments

The "Windows XP Box" (2003)

https://www.mini-itx.com/projects/windowsxpbox/
162•doubletwoyou•2d ago•29 comments

Fixing the Portobello Police Station Clock

https://pointinthecloud.com/2026-04-11-211700.html
457•avidly•19h ago•102 comments

Women Who Sold Books Door to Door

https://daily.jstor.org/the-women-who-sold-books-door-to-door/
31•herbertl•2d ago•0 comments

OpenAI agent hacked Australian government website, PM says

https://www.bbc.com/news/live/cvgl73pxgndwt
81•rudy6912•8h ago•41 comments

Why 'What's Opera, Doc?' looks like that

https://animationobsessive.substack.com/p/why-whats-opera-doc-looks-like-that
70•CharlesW•19h ago•15 comments

Making portable my unportable transputer C compiler

https://nanochess.org/transputer_c_compiler.html
50•nanochess•2d ago•4 comments

Meta VR Glasses

https://www.meta.com/vr-glasses/
419•polymorph1sm•11h ago•368 comments

Mercury 2.5 LLM hits 770 tokens per second

https://artificialanalysis.ai/models/mercury-2-5
115•Retro_Dev•12h ago•67 comments

Automated optimization of a molecular simulation program

https://shishir-iyer.medium.com/automated-optimization-of-a-molecular-simulation-program-4a28a2bc...
3•shishir03•1d ago•0 comments

Making Tailscale Faster

https://tailscale.com/blog/making-tailscale-faster
173•yarapavan•17h ago•69 comments

Looks promising for document editing with your agent

https://www.paperinstruments.com/blog/introducing-paper-office
4•nvmdbljstm•1h ago•0 comments

The mystery animal on an ancient god's head

https://signoregalilei.com/2026/09/13/the-mystery-animal-on-an-ancient-gods-head/
113•surprisetalk•1d ago•35 comments

Tokens too cheap to meter

https://jyn.dev/tokens-too-cheap-to-meter/
304•teoruiz•1d ago•207 comments

Solving for faster SHA-1 collision detection

https://sam.dev/blog/faster-sha1-collision-detection
43•srijs•2d ago•9 comments

A brief history of Windows scroll bar shortcuts

https://devblogs.microsoft.com/oldnewthing/20260922-00/?p=112719/
146•tybulewicz•17h ago•85 comments

Italian parliament votes for return to nuclear energy

https://apnews.com/article/italy-nuclear-chernobyl-4891b6b7c7791ae84db6b0bf0f7cf567
805•geox•18h ago•632 comments

Show HN: An open-source manufacturing ERP/MES/QMS

https://carbon.ms/self-hosted
39•barbinbrad•10h ago•17 comments

Gemini 3.8 text-to-speech

https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-8-text-to-speech/
310•swolpers•19h ago•137 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.