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GPT-6 Sol and Luna

https://openai.com/index/introducing-gpt-6-sol-and-luna/
1479•OfficialTurkey•14h ago•707 comments

Claude Opus 5.5

https://www.anthropic.com/claude-opus-5-5
1490•km144•15h ago•925 comments

Transit rewards

https://waymo.com/blog/2026/09/transit-rewards/
121•raybb•5h ago•119 comments

Jev in 25 Lines of Python

https://www.nobodywho.ai/posts/jev-in-25-lines/
10•bashbjorn•44m ago•3 comments

OpenAI GPT–6 Astra breaks Enigma message that has resisted solution since 2005

https://www.cryptocellar.org/bgac/the-mvueh-break.html
649•sohkamyung•18h ago•384 comments

Data-only attacks are easier than you think (2024)

https://www.usenix.org/publications/loginonline/data-only-attacks-are-easier-you-think
42•segfaultbuserr•4h ago•14 comments

Microsoft killed FoxPro in 2007. Anyway, here's FoxPro revived

https://foxscript.org/
301•boredjohnny•11h ago•172 comments

'We hacked the FBI:' Hackers say they have data on all FBI employees

https://www.404media.co/we-hacked-the-fbi-hackers-say-they-have-data-on-all-fbi-employees/
583•spenvo•14h ago•406 comments

Show HN: Npunlock – Run custom C kernels for Intel NPUs

https://github.com/hsfzxjy/npunlock
14•hsfzxjy•19h ago•2 comments

ReBarUEFI: Resizable BAR for almost any UEFI system

https://github.com/xCuri0/ReBarUEFI
135•nateb2022•2d ago•45 comments

What California is learning from solar panels built over irrigation canals

https://www.kqed.org/science/2002033/heres-what-california-is-learning-from-solar-panels-built-ov...
203•Jtsummers•1d ago•336 comments

SAML: A fractal of bad design

https://blog.trailofbits.com/2026/09/21/saml-a-fractal-of-bad-design/
229•aray07•13h ago•133 comments

How did AMD Ryzen get 50% faster in two years?

https://lemire.me/blog/2026/09/18/how-did-amd-ryzen-get-50-faster-in-two-years/
311•ibobev•4d ago•119 comments

No Easy Fix for Bogus Respondents in Online Opt-In Polls

https://www.pewresearch.org/methods/2026/08/27/no-easy-fix-for-bogus-respondents-in-online-opt-in...
23•luu•1d ago•5 comments

WordPress: Unauthenticated path traversal leading to conditional RCE

https://github.com/WordPress/wordpress-develop/security/advisories/GHSA-7hp8-65ch-5whp
185•vntok•15h ago•95 comments

Claude Opus 5.5 Intelligence, Performance and Price Analysis (Max)

https://artificialanalysis.ai/models/claude-opus-5-5
278•theanonymousone•15h ago•85 comments

Pentagon says overreliance on AI contributed to missile strike on Iran school

https://www.bloomberg.com/graphics/2026-iran-school-attack/
617•devonnull•13h ago•303 comments

Unreal Agent

https://unreallabs.ai/blog/unreal-agent/
172•trollied•13h ago•99 comments

The softness of metal

https://psyche.co/turning-points/his-frailty-made-ozzys-final-gig-true-heavy-metal
28•NaOH•1d ago•9 comments

The current balance of power in open models

https://www.interconnects.ai/p/the-current-balance-of-power-in-open
83•gmays•10h ago•26 comments

People hooked on vapes try a new way to quit: cigarettes

https://www.bloomberg.com/news/articles/2026-09-18/to-quit-vaping-some-are-starting-to-smoke
168•alephnerd•1d ago•187 comments

How often do you think about the 1893 World's Fair?

https://www.thebirthofacapital.info/chicago-worlds-fair-tataria-ware-larsen/
5•bryanrasmussen•2h ago•0 comments

Grammarly will send unhinged messages to all your users if you try to cancel

https://www.reddit.com/r/sysadmin/comments/1wjdpgx/psa_grammarly_will_send_unhinged_messages_to_all/
117•ksec•4h ago•27 comments

Obscura: VPN that can't log your activity

https://obscura.com/#faq-technical
128•Flimm•12h ago•103 comments

Show HN: JevBench, a reproducible benchmark for typed decision models

https://benchmarkheaven.com/jev-models
100•florianstandhar•19h ago•25 comments

Delta: Highly available, strongly consistent storage using chain replication (2022)

https://engineering.fb.com/2022/05/04/data-infrastructure/delta/
24•grep_it•1d ago•1 comments

OpenAI is well positioned to fast-follow Jev

https://arcturus-labs.com/blog/2026/09/21/will-openai-eat-jevs-lunch/
289•JohnBerryman•17h ago•207 comments

Side-stepping the Secretary Problem, unwittingly

https://www.evalapply.org/posts/side-step-secretary-problem-hiring/index.html
77•pvdebbe•1d ago•13 comments

Markdown in /src

https://htmx.org/essays/markdown-in-src/
125•perrygeo•1d ago•67 comments

Apple has added persistent 'ads' to iOS, and it's driving users crazy

https://www.techradar.com/phones/iphone/i-wish-apple-would-just-stop-that-crap-apple-has-added-pe...
707•MC995•17h ago•512 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.