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SHARP, an approach to photorealistic view synthesis from a single image

https://apple.github.io/ml-sharp/
321•dvrp•7h ago•64 comments

A2UI: A Protocol for Agent-Driven Interfaces

https://a2ui.org/
18•makeramen•1h ago•8 comments

Children with cancer scammed out of millions fundraised for their treatment

https://www.bbc.com/news/articles/ckgz318y8elo
240•1659447091•4h ago•180 comments

Quill OS: An open-source OS for Kobo's eReaders

https://quill-os.org/
290•Curiositry•10h ago•90 comments

A linear-time alternative for Dimensionality Reduction and fast visualisation

https://medium.com/@roman.f/a-linear-time-alternative-to-t-sne-for-dimensionality-reduction-and-f...
58•romanfll•4h ago•17 comments

Bonsai: A Voxel Engine, from scratch

https://github.com/scallyw4g/bonsai
62•jesse__•5h ago•7 comments

Erdős Problem #1026

https://terrytao.wordpress.com/2025/12/08/the-story-of-erdos-problem-126/
93•tzury•6h ago•9 comments

JetBlue flight averts mid-air collision with US Air Force jet

https://www.reuters.com/world/americas/jetblue-flight-averts-mid-air-collision-with-us-air-force-...
291•divbzero•12h ago•174 comments

Creating C closures from Lua closures

https://lowkpro.com/blog/creating-c-closures-from-lua-closures.html
32•publicdebates•4d ago•5 comments

Internal RFCs saved us months of wasted work

https://highimpactengineering.substack.com/p/the-illusion-of-shared-understanding
25•romannikolaev•5d ago•10 comments

“Are you the one?” is free money

https://blog.owenlacey.dev/posts/are-you-the-one-is-free-money/
341•samwho•4d ago•77 comments

8M users' AI conversations sold for profit by "privacy" extensions

https://www.koi.ai/blog/urban-vpn-browser-extension-ai-conversations-data-collection
511•takira•8h ago•164 comments

Native vs. emulation: World of Warcraft game performance on Snapdragon X Elite

https://rkblog.dev/posts/pc-hardware/pc-on-arm/x86_versus_arm_native_game/
80•geekman7473•11h ago•34 comments

7 Years, 2 Rebuilds, 40K+ Stars: Milvus Recap and Roadmap

https://milvus.io/blog/milvus-exceeds-40k-github-stars.md
22•Fendy•5d ago•7 comments

High Performance SSH/SCP

https://www.psc.edu/hpn-ssh-home/
6•gslin•5d ago•1 comments

Show HN: I designed my own 3D printer motherboard

https://github.com/KaiPereira/Cheetah-MX4-Mini
72•kaipereira•1w ago•16 comments

Essential Semiconductor Physics [pdf]

https://nanohub.org/resources/43623/download/Essential_Semiconductor_Physics.pdf
191•akshatjiwan•2d ago•7 comments

Economics of Orbital vs. Terrestrial Data Centers

https://andrewmccalip.com/space-datacenters
118•flinner•13h ago•174 comments

Mark V Shaney

https://en.wikipedia.org/wiki/Mark_V._Shaney
16•djoldman•4d ago•2 comments

Chafa: Terminal Graphics for the 21st Century

https://hpjansson.org/chafa/
166•birdculture•16h ago•26 comments

I'm a Tech Lead, and nobody listens to me. What should I do?

https://world.hey.com/joaoqalves/i-m-a-tech-lead-and-nobody-listens-to-me-what-should-i-do-e16e454d
30•joaoqalves•1h ago•12 comments

Umbrel – Personal Cloud

https://umbrel.com
190•oldfuture•15h ago•102 comments

In Defense of Matlab Code

https://runmat.org/blog/in-defense-of-matlab-whiteboard-style-code
128•finbarr1987•3d ago•129 comments

Rollstack (YC W23) is hiring multiple software engineers (TypeScript) US/Canada

https://www.ycombinator.com/companies/rollstack-2/jobs/QPqpb1n-software-engineer-typescript-us-ca...
1•yjallouli•9h ago

The appropriate amount of effort is zero

https://expandingawareness.org/blog/the-appropriate-amount-of-effort-is-zero/
129•gmays•14h ago•78 comments

Light intensity steers molecular assemblies into 1D, 2D or 3D structures

https://phys.org/news/2025-11-intensity-molecular-1d-2d-3d.html
27•PaulHoule•5d ago•3 comments

Secret Documents Show Pepsi and Walmart Colluded to Raise Food Prices

https://www.thebignewsletter.com/p/secret-documents-show-pepsi-and-walmart
435•connor11528•13h ago•109 comments

A kernel bug froze my machine: Debugging an async-profiler deadlock

https://questdb.com/blog/async-profiler-kernel-bug/
99•bluestreak•14h ago•17 comments

Understanding carriage

https://seths.blog/2025/12/understanding-carriage/
51•herbertl•5d ago•13 comments

Ford kills the All-Electric F-150

https://www.wired.com/story/ford-kills-electric-f-150-lightning-for-hybrid/
365•sacred-rat•13h ago•581 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•7mo ago

Comments

nmstoker•7mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•7mo 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•7mo 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•7mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•7mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•7mo 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•7mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•7mo 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•7mo 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•7mo 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.