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U.S. postal inspectors shut down website selling counterfeit postage labels

https://postalemployeenetwork.com/news/2026/09/26/u-s-postal-inspectors-shut-down-website-selling...
135•ilamont•3h ago•69 comments

GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price

https://openai.com/index/introducing-gpt-6-1-sol/
727•crorella•5h ago•659 comments

PS5 Relapse Exploit

https://github.com/ntfargo/Relapse-Exploit
203•therepanic•7h ago•105 comments

How Delhi cut electricity loss from 50 to 5 percent

https://spectrum.ieee.org/delhi-electricity-loss
407•rbanffy•10h ago•240 comments

NAND-16: a computer built from 277,248 NAND gates

https://somethingbig.ai/computer
94•rossant•2d ago•48 comments

How our vibe coded website looks like a designer made it

https://railcode.dev/blog/vibe-coded-website
4•yakkomajuri•7m ago•0 comments

Show HN: Real-time Solar System with 526k asteroids and all tracked satellites

https://space.bl2.net/
59•wanick•3h ago•21 comments

America.gov

https://america.gov/
245•plesiv•9h ago•206 comments

A Privacy Analysis of Web and Mobile Conversational AI Agents [pdf]

https://jorgegarciaherrero.com/wp-content/interactivos/20260916-Prompt-like-a-butterfly-sting-lik...
402•damaru2•14h ago•126 comments

Show HN: TurboGPT: train 22KiB transformer in 13s

https://github.com/lostmsu/TurboGPT
40•lostmsu•3h ago•5 comments

UnoDOS

https://github.com/hmofet/unodos
6•nicoloren•56m ago•1 comments

Tcl/Tk 9.1

https://www.tcl-lang.org/software/tcltk/9.1.html
227•dmux•5h ago•76 comments

Livenerf: Has Opus 5.5 been nerfed yet?

https://github.com/ninjahawk/livenerf
6•bryan0•30m ago•1 comments

Phyllotaxis: An audio-reactive LED display

https://jagi.studio/posts/phyllotaxis/
251•evakhoury•1d ago•41 comments

Virus Stole a Human Gene and Won't Let Go of It

https://www.nytimes.com/2026/09/28/science/virus-molluscum-human-gene.html
70•gumby•1d ago•25 comments

Ask HN: What are you reading?

104•dan-bailey•9h ago•259 comments

Stuck in the Suez Canal – the short version (2021)

https://cathsenker.co.uk/stuck-in-the-suez-canal-the-short-version/
33•joebig•2d ago•2 comments

Show HN: NSL – WSL for Linux

https://frostyard.github.io/nsl/
72•bketelsen•8h ago•54 comments

Solving a corn puzzle with CP-SAT

https://thill.me/2026/07/16/corn-puzzle-sat-solver.html
30•luu•2d ago•13 comments

Dots: Always-on agents

https://openai.com/index/introducing-dots/
428•alvis•5h ago•333 comments

A Staff Engineer's Guide to Inventing Work

https://sujithjay.com/inventing-work
159•amortize•1d ago•34 comments

Sustainable energy without the hot air (2008)

https://www.withouthotair.com/
133•0sake_rs•10h ago•75 comments

Jeeves. Reasoning improves Jev-like decision models

https://github.com/PostHog/jeeves
219•nicowaltz•11h ago•85 comments

Everybody’s home. No one’s coming over

https://www.derekthompson.org/p/the-death-of-the-american-host
699•barry-cotter•11h ago•643 comments

Commodore 64: Mercenary

https://gamesexplained.com/c64/mercenary/
13•a1r•3d ago•3 comments

Galaxy Game

https://icm.museum/blog/?p=698
12•rbanffy•3h ago•1 comments

Deser: Rethinking Rust Serialization

https://lucumr.pocoo.org/2026/9/29/deser/
4•tosh•1h ago•0 comments

Walking Men

https://bookofjoe2.blogspot.com/2026/09/walking-men.html
71•surprisetalk•1d ago•25 comments

Using any C++ library in Godot

https://blog.conan.io/cpp/conan/gamedev/godot/cmake/2026/09/29/Using-Any-Cpp-Library-In-Godot.html
154•czoido•14h ago•54 comments

ChatGPT Pro 500

https://help.openai.com/en/articles/9793128-about-chatgpt-pro-tiers
180•prodigycorp•5h ago•198 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.