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Claude Fable 5.1 and Claude Mythos 5.1

https://www.anthropic.com/claude-fable-and-mythos-5-1
1134•denysvitali•13h ago•1049 comments

The Emergent Symbolic Structure of Artificial Neural Networks

https://arxiv.org/abs/2608.29530
58•schmuhblaster•2h ago•10 comments

True Rate of Unemployment

https://www.lisep.org/tru
157•ptrhvns•4h ago•99 comments

How accurate have Ed Zitron's AI skeptic predictions been?

https://danluu.com/zitron/
615•jatins•12h ago•680 comments

Salad Theory

https://saladtheory.github.io/
23•colinprince•2d ago•8 comments

WebFPGA

https://webfpga.io/
39•gurjeet•3h ago•20 comments

FBI Probes Service Selling 153M+ Drivers Licenses

https://krebsonsecurity.com/2026/09/fbi-probes-service-selling-153m-drivers-licenses/
145•tatersolid•7h ago•55 comments

My local model setup on an M4 Pro Mac Mini

https://lws.io/blog/my-local-model-setup/
152•raybb•8h ago•72 comments

Introducing Ad Blocker for Firefox on iOS

https://blog.mozilla.org/en/firefox/ad-blocker-on-ios/
399•HieronymusBosch•17h ago•132 comments

Show HN: Weedout – Safari extension that hides YouTube AI-labeled videos

https://masteranza.github.io/weedout/
107•masteranza•8h ago•44 comments

The efficient frontier of LLM inference

https://www.baseten.co/blog/the-efficient-frontier-of-llm-inference/
96•philipkiely•7h ago•24 comments

Sonic Pi

https://sonic-pi.net/
101•Bluestein•4d ago•15 comments

Forgotten History of Small Nuclear Reactors (2015)

https://spectrum.ieee.org/the-forgotten-history-of-small-nuclear-reactors
33•derriz•4d ago•3 comments

The ChatGPT/Codex app bundles a full copy of LibreOffice

https://simonwillison.net/2026/Sep/1/codex-libreoffice/
353•timpera•10h ago•156 comments

Path to Astra: critical capabilities and frontier safeguards

https://openai.com/index/path-to-astra/
130•jithinraj•10h ago•54 comments

Refurbishing a Tektronix TDS7104 Oscilloscope

https://tomverbeure.github.io/2026/08/23/Tektronix-TDS7104-Refurbishing.html
112•jwise0•11h ago•50 comments

Movie Scene Map – 13,312 films, series, games, anime and manga

https://moviescenemap.com/
213•Flightmussy•14h ago•31 comments

Launch HN: Nori Robotics (YC S26) – A low-cost humanoid robot for development

https://www.norirobotics.com/
138•AntonioLi•13h ago•43 comments

Show HN: HN Match Maker – Matching "Who Wants to Be Hired?" With "Who's Hiring?"

https://hnmatchmaker.com/
73•all2•10h ago•33 comments

The creator of Jujutsu has joined ERSC

https://ersc.io/blog/martin-joins-ersc
220•steveklabnik•13h ago•166 comments

Ambient CSS v3 – Blender meets CSS

https://ambientcss.vercel.app/
235•kikkupico•15h ago•74 comments

Top Web Design Styles of 1993

https://contemporary-home-computing.org/prof-dr-style/
29•luu•1d ago•3 comments

Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s

https://github.com/carloslfu/slotstream
195•carloslfu•14h ago•93 comments

Ask HN: Who is hiring? (September 2026)

208•whoishiring•15h ago•227 comments

Solving the Flat Cube

https://mathenchant.wordpress.com/2026/08/19/solving-the-flat-cube/
28•surprisetalk•1d ago•3 comments

Atlas: A World Model for Spatial Intelligence

https://www.worldlabs.ai/blog/atlas
203•johnsutor•13h ago•49 comments

Building Autonomous Goal Loops That Deliver

https://jx0.ca/building-autonomous-goal-loops-that-deliver/
32•jarredkenny•3d ago•6 comments

Building an interactive instrument for a one-of-a-kind festival

https://benholmen.com/blog/halfmoon-chimes/
37•tjwds•4d ago•5 comments

Play Store blocks AuroraStore, hurting GrapheneOS users

https://gitlab.com/AuroraOSS/AuroraStore/-/work_items/1566
508•erikvanoosten•15h ago•209 comments

Quill (YC W20) Is Hiring a Fullstack SWE

1•R_R•13h ago
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.