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Median net worth of U.S. households under 35 fell 23% from 2022 to 2025 (real)

https://www.keepingup.com/benchmarks/net-worth/age-30-33
70•jpmulhausen•35m ago•5 comments

Astra can read and write weights to improve Qwen

https://rikiyat.github.io/blog/weight-space-programming/
2134•dbreunig•9h ago•695 comments

Show HN: Hacker Times, a New York Times-inspired version of Hacker News

https://hackertimes.ca/
83•polpenn•2h ago•34 comments

DiscImageStudio: burn visible artwork onto CDs, DVDs and Blu-ray discs

https://github.com/JiaFeiMiao-K-Cat/DiscImageStudio
78•bpierre•2h ago•21 comments

Show HN: Subvocal – Talk to your computer without making noise

594•aarushyadav•10h ago•319 comments

Scaling Git at OpenAI

https://openai.com/index/scaling-git-at-openai/
83•makeramen•4h ago•26 comments

US boy names that became girl names and vice versa

https://namedaisy.com/blog/boy-names-that-became-girl-names
323•xoobdev•11h ago•326 comments

If you love a website, back it up

https://blog.mistys-internet.website/post/2026/10/29/if-you-love-a-website-back-it-up/
443•ingve•14h ago•100 comments

Launch HN: Momentic (YC W24) – Agents that catch bugs by using your app

https://momentic.ai/
133•wuweiweiwu•10h ago•88 comments

Resisting Cognitive Surrender

https://knlb.dev/essays/surrender
28•knlb•1d ago•3 comments

Show HN: Warsaw in voxels – An interactive 3D map of the city centre

https://p.migdal.pl/warsaw-vibe-voxel/
226•stared•11h ago•37 comments

Self-Employed? Solopreneur? NIST Has a Cybersecurity Guide Just for You

https://www.nist.gov/news-events/news/2026/11/self-employed-solopreneur-nist-has-cybersecurity-gu...
133•tomrod•10h ago•41 comments

Intel stock collapse worsens as $3.5T chip rout spreads

https://finance.yahoo.com/markets/article/the-intel-stock-collapse-is-getting-worse--and-the-37-t...
128•entryleveljobsc•3h ago•85 comments

SLAC researchers find proof of altermagnetism, a new magnetic phase

https://www6.slac.stanford.edu/news/2026-10-29-slac-researchers-find-proof-altermagnetism-new-mag...
42•gmays•6h ago•8 comments

Ask HN: Who is hiring? (November 2026)

186•whoishiring•12h ago•150 comments

The SEC Should Block Anthropic's IPO to Protect the Public

https://www.techpolicy.press/the-sec-should-block-anthropics-ipo-to-protect-the-public/
247•cdrnsf•5h ago•181 comments

Open-Source 5G Ran Platforms: A Dual Perspective on Performance and Capabilities

https://arxiv.org/abs/2608.25820
5•teleforce•1h ago•0 comments

Egoless Mathematics in the AI Era

https://terrytao.wordpress.com/2026/11/02/egoless-mathematics-in-the-ai-era/
128•smilelamp•9h ago•91 comments

Trademarks and Symbols, Volume 2: Symbolical Designs (1973)

https://www.symbools.com/kuwayama-trademarks-symbols-vol-2/
11•NaOH•2d ago•4 comments

Ubuntu still has not released patch for Linux 0day RCE in almost 3 weeks

https://freenode.net/article/ubuntu-lts-kernels-still-unfixed-for-critical-cve-2026-98432
381•majorchord•9h ago•104 comments

Polyend releases the Tracker firmware source code

https://polyend.com/whats-up/tracker-the-biggest-update-yet/
98•austinallegro•10h ago•27 comments

WTF Ubuntu?

https://chalmovsky.com/posts/wtf-ubuntu
1375•chalmovsky•13h ago•595 comments

V100 SXM2 pinout and NVLink reference

https://github.com/pigeon-labs-stack/v100-sxm2-reference
17•airhangerf15•5h ago•1 comments

Sneaking into the auditorium for the Windows 2000 launch rehearsal

https://devblogs.microsoft.com/oldnewthing/20261102-00/?p=112818/
113•ibobev•9h ago•43 comments

Skill to Create Product Videos

https://github.com/aaitor/skill-video-studio
77•aaitor•9h ago•22 comments

Ask HN: Does anyone have a contact with Cleveland-area Ham club?

94•stockresearcher•3h ago•14 comments

Bitmovin (YC S15) Is Hiring Technical Graduates in Denver (Engineering/CS Focus)

https://bitmovin.com/careers/8660599002/
1•slederer•11h ago

WiCi: Connecting GPUs over WiFi

https://wici.ai
4•shubham0204•2d ago•3 comments

WorkOS reports security breach

60•werrett•4h ago•7 comments

We halved DNS build delay and cut memory use by 85%

https://blog.cloudflare.com/dns-targeted-zone-builds/
163•wondersky•13h ago•64 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.