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GPT 5.6 Sol is the best "vision" model OpenAI ever released

https://blog.roboflow.com/openai-gpt-5-6/
17•plurby•58m ago•15 comments

Qwen 3.8 27B is excellent, but it defaults to overthinking things

https://simonwillison.net/2026/Aug/16/qwen-38-27b/
606•bilsbie•13h ago•292 comments

How Go detects struct copies with sync.noCopy

https://func25.dev/posts/go-sync-nocopy/
15•func25•4d ago•13 comments

On A.I. regulation and messaging

https://twitter.com/DarioAmodei/status/2088758816376807762
138•jacquesm•11h ago•254 comments

Mexico Crackdown on Coastal Development Underway

https://yucatanmagazine.com/mexico-crackdown-on-coastal-development/
7•untiledsource•58m ago•0 comments

Buyer cancels showing after Deflock shows two cameras utilized by the HOA

https://twitter.com/lydiakauppi/status/2089196932413452386
52•bilsbie•50m ago•32 comments

Show HN: Desktopcolors.com – A museum for solid background colors of classic OS

https://desktopcolors.com
54•vlowrian•5h ago•23 comments

Anthropic's 'watermark' text adulteration in Claude is a perversion of writing

https://daringfireball.net/2026/08/anthropics_watermark_text_adulteration_in_claude_is_a_perversi...
422•ropbear•15h ago•403 comments

A third world engineer responds to “RISC-V: They should have known better”

https://rvembedded.com/blog_post/12/
557•Narishma•20h ago•282 comments

Reticulum – Decentralized Mesh Network

https://reticulum.network/
160•sudo_cowsay•13h ago•56 comments

Claude: System Prompts

https://platform.claude.com/docs/en/release-notes/system-prompts
695•tosh•1d ago•268 comments

The Mysterious Syndrome Destroying Endurance Athletes

https://www.outsideonline.com/health/training-performance/running-empty/
36•cwwc•2d ago•27 comments

AGI-64 Brings Sierra Adventures to the Commodore 64

https://meanhamster.com/news/agi-64-brings-sierra-adventures-to-the-commodore-64
106•erickhill•11h ago•14 comments

Linear algebra done right

https://linear.axler.net/
122•the-mitr•7h ago•51 comments

Who Owns Commodore? The Retro PC Brand Still Exists, but a Lot Has Changed

https://www.bgr.com/2233625/who-owns-commodore-retro-brand/
9•theanonymousone•1h ago•0 comments

Rhombus 1.1 is now available

https://blog.racket-lang.org/2026/08/rhombus-v1.1.html
98•spdegabrielle•12h ago•30 comments

How do I permanently disable random Google Photos popup to backup photos? (2024)

https://support.google.com/photos/thread/256212140/how-do-i-permanently-disable-google-photos-pop...
159•dt3ft•3d ago•107 comments

Build a Stratum 1 PTP Grandmaster on a Budget

https://opscode.io/posts/ptp-grandmaster-cm4-sr1723u10/
25•malcolmfrazier•3d ago•6 comments

SIMD in the 90s: Programming Intel's Pentium MMX

https://pikuma.com/blog/programming-intel-pentium-mmx-simd
131•ibobev•4d ago•54 comments

Self hosted email continues to steeply decline

https://labs.ripe.net/author/artem-berezin/two-providers-a-stubborn-plateau-and-a-very-long-tail-...
69•minusf•2h ago•90 comments

Gakutensoku

https://en.wikipedia.org/wiki/Gakutensoku
46•benbreen•3d ago•7 comments

Applying a photosynthetic process to treat “dry eye”

https://www.science.org/content/blog-post/taking-tip-plants-eyes
55•gumby•12h ago•17 comments

The AI Credit Resale Economy

https://vectoral.com/blog/who-are-the-token-brokers
307•mlenhard•22h ago•123 comments

People are worried about America's solvency

https://www.ft.com/content/e04f286c-f5ed-46d1-8e3f-0bbe4cce4d3e
62•root-parent•1h ago•60 comments

Production-ready detection and response queries for osquery

https://github.com/chainguard-dev/osquery-defense-kit
19•ankitg12•4d ago•1 comments

David Sacks on X: Some thoughts on Dario's post

https://twitter.com/DavidSacks/status/2089227290769080656
11•bilsbie•33m ago•5 comments

Tell HN: Cloudflare silently injects its analytics when you switch nameservers

561•stagas•19h ago•167 comments

Protobuf has LSP support

https://buf.build/blog/protobuf-lsp
163•theanonymousone•18h ago•115 comments

MathCode, Mathematical Coding Agent

https://math-ai-org.github.io/mathcode/
108•homarp•18h ago•29 comments

Prolly: A content-addressed ordered map built on prolly trees

https://github.com/crabbuild/prolly
48•forhappy•12h ago•5 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.