frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Compression is prediction

https://ngrok.com/blog/compression-is-prediction
343•nikolay•8h ago•141 comments

The hardest working font in Manhattan (2025)

https://aresluna.org/the-hardest-working-font-in-manhattan/
57•dcminter•5d ago•3 comments

The lifesaving secret hidden inside a horseshoe crab's blue blood

https://whdh.com/news/the-lifesaving-secret-hidden-inside-a-horseshoe-crabs-blue-blood-and-the-ra...
27•andsoitis•2h ago•3 comments

WorldClaw Agentic 3D open-world generation at scale

https://tencent-hunyuan.github.io/Hunyuan3D-WorldClaw/
162•EwanG•6h ago•51 comments

Nvidia Nemotron 3.5 Lightning and NeMo Switchyard

https://blogs.nvidia.com/blog/nemotron-lightning-switchyard-rtx-dgx/
194•droidjj•8h ago•101 comments

Mojo 1.0

https://www.modular.com/blog/modular-26-5-mojo-1-0-is-here
329•dayanruben•11h ago•150 comments

The Human Is the Loop

https://brentfitzgerald.com/posts/the-human-is-the-loop/
18•burnto•2h ago•1 comments

Stealing Reasoning Traces from Proprietary LLM APIs

https://stolen-thoughts.com/
545•quantumgarbage•14h ago•230 comments

OpenAI’s head of ethics leaves less than a year after joining

https://www.ft.com/content/e49dfb75-f841-4466-a577-f7aaff8779a0
333•ilamont•15h ago•358 comments

Neutrinos from Deep Inside Earth Provide a New Picture of the Mantle

https://www.quantamagazine.org/neutrinos-from-deep-inside-earth-provide-a-new-picture-of-the-mant...
18•rbanffy•14h ago•1 comments

New Bedford police officer accused of using Flock cameras to track ex-partner

https://newbedfordlight.org/new-bedford-police-officer-accused-of-using-flock-cameras-to-track-an...
90•newsomix9xl•2h ago•45 comments

Company Offering '100% Human-Written, Never AI' Medical Research Is 100% AI

https://www.404media.co/company-offering-100-human-written-never-ai-peer-review-is-entirely-ai/
59•Anon84•2h ago•13 comments

Making holograms with a pen plotter

https://blog.jordan.matelsky.com/Penplotter-holography/
134•DemiGuru•9h ago•14 comments

Grok Bot

https://x.ai/bot
197•rvz•10h ago•164 comments

Show HN: iPhone app takes simultaneous images from 2 lenses, fuses into 1 photo

https://photosynthesis.camera
233•sajomes•3d ago•231 comments

Show HN: Line9 – A Mermaid rendering engine with its own layout

https://line9.ai/diagram
41•jumpalongjim•5d ago•9 comments

Show HN: Tamron Lens Utility Alternative on Linux

https://github.com/yikerman/tamron-lens-control
41•xiaoyu2006•4d ago•0 comments

Go is an ideal language for AI-assisted software engineering

https://developers.googleblog.com/why-go-is-an-ideal-language-for-ai-assisted-software-engineering/
308•0xedb•11h ago•362 comments

England set to be one of the first countries to eliminate hepatitis C

https://www.bbc.com/news/articles/c75gk620r22o
502•stevekemp•15h ago•361 comments

Jolt: Clojure compiler implemented with Chez Scheme

https://jolt-lang.github.io
164•mark_l_watson•3d ago•60 comments

How we used to get jobs: A newspaper classifieds story

https://ironicsans.ghost.io/how-we-used-to-get-jobs/
122•speckx•10h ago•97 comments

London Underground begins scanning passengers' faces

https://www.btp.police.uk/news/btp/news/england/btp-expands-live-facial-recognition-lfr-trial-int...
257•BlueBerry2001•18h ago•269 comments

Nvidia's Risky Business

https://stratechery.com/2026/nvidias-risky-business/
314•jonbaer•18h ago•150 comments

pg_clickhouse v0.10: Subquery pushdown and 1000x faster TPC-H queries

https://clickhouse.com/blog/pg_clickhouse-whats-new-july-2026
43•saisrirampur•6h ago•3 comments

CSS properties you should know for better text designs

https://master.dev/blog/typographic-css-tricks/
94•ibobev•11h ago•7 comments

Emergent Introspective Awareness in Large Language Models

https://arxiv.org/abs/2601.01828
41•doener•7h ago•15 comments

Manus will return to operating as an independent company

https://manus.im/blog/a-note-to-our-users
143•thm•14h ago•70 comments

Show HN: Git-knife – Edit commit messages, authors, and dates like a spreadsheet

https://github.com/TheRealYT/git-knife
144•YonathanTesfaye•13h ago•90 comments

RSI Simulator

https://www.paradigm.xyz/writing/rsi-simulator
35•ckraeuter•11h ago•14 comments

DEF CON crowd suspected in fake-hotspot attack on Delta flight

https://arstechnica.com/information-technology/2026/08/def-con-crowd-suspected-in-fake-hotspot-at...
31•dangle1•3h ago•10 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.