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Gemini 4 Argon

https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-argon/
858•bradleyg223•3h ago•574 comments

The top secret URSALA, RAQUEL, and FARRAH satellites

https://www.thespacereview.com/article/4951/1
93•Bluestein•1h ago•19 comments

Surprisingly complex waves reveal the brain's inner workings

https://www.quantamagazine.org/surprisingly-complex-waves-reveal-the-brains-inner-workings-20260930/
105•ibobev•4h ago•38 comments

EDG C++ front-end goes public

https://edgcpp.org/#transition
128•iandinwoodie•4h ago•49 comments

EDG C++ Compiler is open source

https://github.com/edgcpp/compiler
13•zx2c4•1h ago•1 comments

Singapore govt dating app uses Gale-Shapley stable marriage algorithm

https://twitter.com/tuakdotsol/status/2105105417760391258
143•rzk•14h ago•65 comments

Launch HN: Magnitude (YC S25) – Self-optimizing inference engine for agents

https://github.com/magnitudedev/magnitude
119•anerli•6h ago•54 comments

Why the Bronze Age Collapsed

https://www.worksinprogress.news/p/why-really-caused-the-bronze-age
53•AnodicElegy•1d ago•35 comments

Dear Software Makers

https://blog.jim-nielsen.com/2026/dear-software-makers/
64•speckx•4h ago•37 comments

5x faster Edge Functions: V8 isolates to Firecracker MicroVMs

https://www.netlify.com/blog/edge-functions-firecracker-microvms/
100•jbott•5h ago•38 comments

Halfspace experimental IDE for solid modeling with distance fields

https://www.mattkeeter.com/projects/halfspace/
56•luu•4h ago•6 comments

You said no MCP

https://earendil.com/posts/you-said-no-mcp/
592•yarapavan•14h ago•332 comments

Doing a Machine Learning PhD While Working in Japan

https://www.tokyodev.com/articles/doing-a-machine-learning-phd-while-working-in-japan
36•pwim•16h ago•9 comments

A brief history of the Bloomberg terminal

https://spectrum.ieee.org/bloomberg-terminal
209•rbanffy•9h ago•83 comments

CHOMPI portable sampler instrument is now open-source (hardware and software)

https://www.chompiclub.com/opensource
29•lashkari•6h ago•3 comments

Great Dirhombicosidodecahedron ("Miller's Monster")

https://www.software3d.com/MillersMonster.php
32•cobbzilla•6h ago•1 comments

Coltrane's Tone Circle

https://jtomschroeder.com/blog/tone-circle/
18•jtomschroeder•8h ago•4 comments

Functional Ultrasound Imaging (fUSI) from scratch

https://www.neuroai.science/p/functional-ultrasound-imaging-from
21•pminimax•3h ago•3 comments

Before pixels: Modular industrial dashboards

https://unsung.aresluna.org/before-pixels-modular-industrial-dashboards/
35•leephillips•5h ago•6 comments

Bild AI (YC W25) Is Hiring a Founding Product Engineer

https://www.ycombinator.com/companies/bild-ai/jobs/dAbC3Gd-founding-product-engineer
1•rooppal•6h ago

Show HN: Lathoa, a math app for kids where the AI is wrong on purpose

https://lathoa.ai/en
19•thanouil1411•9h ago•8 comments

I could've accessed 17T Microsoft records

https://blog.faav.net/how-i-couldve-accessed-17-trillion-microsoft-records
238•luispa•2d ago•106 comments

What TLA+ can and can't check

https://buttondown.com/hillelwayne/archive/what-tla-can-and-cant-check/
131•b-man•9h ago•29 comments

The last time my family was replaced by technology

https://manuel.darcemont.fr/posts/the-last-time-my-family-was-replaced-by-technology/
166•megalomanu•10h ago•396 comments

Mechanochemistry of Molecular Motors [video]

https://www.youtube.com/watch?v=hpxbMVbL3Ms
7•surprisetalk•1d ago•0 comments

56k.rip – the 1996 dial-up internet experience

https://56k.rip/
9•adunk•1h ago•1 comments

Automating Wi-Fi setup testing on the ESP32

https://groundrun.io/blog/automating-wi-fi-setup-testing-on-the-esp32/
9•adunk•1h ago•0 comments

Burning Man death rates – A short lesson in statistics

https://ihavenapkinthoughts.substack.com/p/burning-man-death-rates-a-short-lesson
97•viraj_shah•2d ago•121 comments

Responsible Release of AI-Generated Mathematics

https://agmai.org/general-sep29/
72•aureianimus•21h ago•88 comments

SDF vs. MSDF vs. Slug: GPU Text Rendering

https://alphapixeldev.com/sdf-vs-msdf-vs-slug-vs-rive-gpu-text-rendering/
124•ibobev•10h ago•50 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.