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Anthropic Acquires Stainless

https://www.anthropic.com/news/anthropic-acquires-stainless
125•tomeraberbach•1h ago•68 comments

We stopped AI bot spam in our GitHub repo using Git's –author flag

https://archestra.ai/blog/only-responsible-ai
252•ildari•2h ago•112 comments

Show HN: Files.md – Open-source alternative to Obsidian

https://github.com/zakirullin/files.md
350•zakirullin•4h ago•193 comments

Elon Musk has lost his lawsuit against Sam Altman and OpenAI

https://techcrunch.com/2026/05/18/elon-musk-has-lost-his-lawsuit-against-sam-altman-and-openai/
172•nycdatasci•45m ago•82 comments

The Quiet Renovation at Bitwarden

https://blog.ppb1701.com/the-quiet-renovation-at-bitwarden
272•DaSHacka•1d ago•127 comments

Two computers, one monitor, zero fiddling – Alex Plescan

https://alexplescan.com/posts/2025/08/16/kvm/
58•ankitg12•2d ago•38 comments

What Is Date:Italy?

http://aesthetikx.info/blog/date_italy.html
62•jollyjerry•2d ago•20 comments

Project Glasswing: what Mythos showed us

https://blog.cloudflare.com/cyber-frontier-models/
168•Fysi•4h ago•69 comments

1024000^2 Blocks, 2B2T Minecraft Server World Download Project, and Discoveries

https://github.com/2b2tplace/1m_release
100•exploraz•4h ago•50 comments

Cutting inference cold starts by 40x with LP, FUSE, C/R, and CUDA-checkpoint

https://modal.com/blog/truly-serverless-gpus
11•charles_irl•27m ago•0 comments

Voice AI Systems Are Vulnerable to Hidden Audio Attacks

https://spectrum.ieee.org/voice-ai-audio-attacks
68•SVI•6h ago•20 comments

The Fil-C Optimized Calling Convention

https://fil-c.org/calling_convention
17•pizlonator•1d ago•1 comments

Qwen 3.7 Preview

https://twitter.com/Alibaba_Qwen/status/2056403591464984753
75•theanonymousone•1h ago•27 comments

The Aperiodic Table

https://blog.jgc.org/2026/05/the-aperiodic-table.html
61•jgrahamc•3d ago•25 comments

Iran Starts Bitcoin-Backed Ship Insurance for Hormuz Strait

https://www.bloomberg.com/news/articles/2026-05-18/iran-starts-bitcoin-backed-shipping-insurance-...
61•srameshc•57m ago•65 comments

Learn Harness Engineering

https://walkinglabs.github.io/learn-harness-engineering/en/
54•redbell•6h ago•2 comments

Cursor Introduces Composer 2.5

https://twitter.com/cursor_ai/status/2056415413077233983
41•asar•1h ago•12 comments

When Kierkegaard Got Cancelled

https://www.plough.com/en/topics/faith/discipleship/when-kierkegaard-got-cancelled
55•bookofjoe•6h ago•18 comments

'We mould trees to grow into the shape of chairs'

https://www.bbc.co.uk/news/articles/cvg0yy3gp71o
163•bauc•5h ago•39 comments

It is time to give up the dualism introduced by the debate on consciousness

https://www.noemamag.com/there-is-no-hard-problem-of-consciousness/
239•ahalbert4•15h ago•599 comments

Actually, democracy dies in H.R.

https://www.nytimes.com/2026/05/18/world/americas/actually-democracy-dies-in-hr.html
202•mitchbob•4h ago•139 comments

Linux security mailing list 'almost unmanageable'

https://www.theregister.com/security/2026/05/18/linus-torvalds-says-ai-powered-bug-hunters-have-m...
161•jonbaer•6h ago•81 comments

Show HN: InsForge – Open-source Heroku for coding agents

https://github.com/InsForge/InsForge
14•mrcoldbrew•2h ago•2 comments

Porting my 3D points renderer on a ZX Spectrum 48K

https://github.com/ttsiodras/3D-on-a-ZX-Spectrum-48K/
67•ttsiodras•1d ago•9 comments

Crystals found inside wreckage from the first nuclear bomb test

https://www.scientificamerican.com/article/strange-crystals-found-inside-wreckage-from-the-first-...
157•jumploops•2d ago•71 comments

Enough with the AI FOMO, go slow-mo, says Domo CDO

https://www.theregister.com/ai-ml/2026/05/17/enough-with-the-ai-fomo-go-slow-mo-says-domo-cdo/524...
127•Bender•5h ago•68 comments

Don't answer the first question

https://lalitm.com/post/dont-answer-the-first-question/
64•lalitmaganti•9h ago•36 comments

Iran will impose fees on subsea internet cables in Strait of Hormuz

https://www.cnn.com/2026/05/17/middleeast/iran-hormuz-undersea-cables-intl
7•ck2•27m ago•0 comments

Show HN: Auto-identity-remove – Automated data broker opt-out runner for macOS

https://github.com/stephenlthorn/auto-identity-remove
308•stephenlthorn•6h ago•123 comments

Researchers Wanted Preschool Teachers to Wear Cameras to Train AI

https://www.404media.co/researchers-wanted-preschool-teachers-to-wear-cameras-to-train-ai/
62•cdrnsf•4h ago•20 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.