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Make Your First Edit to OpenStreetMap in the Next 15 Minutes

https://high5apps.github.io/josm-plugin-website-wizard/
51•juliantigler•1h ago•21 comments

Nvidia is the central bank of AI

https://www.economist.com/interactive/briefing/2026/09/03/nvidia-is-the-central-bank-of-ai
167•tolugenius•2h ago•142 comments

Will There Be a 7G?

https://arxiv.org/abs/2609.01877
21•Betelbuddy•52m ago•20 comments

LG denies TV spying claims, says tracking and snooping concerns 'not true'

https://www.tomshardware.com/tech-industry/big-tech/lg-strongly-denies-tv-security-claims-says-tr...
21•datakan•2d ago•98 comments

IKEA made a mod for Skyrim [video]

https://www.youtube.com/watch?v=iZODN0QUgjI
449•kegenaar•2d ago•115 comments

Microcode in Intel's 8087 floating-point chip: the scale instruction

https://www.righto.com/2026/09/8087-microcode-reverse-engineering-fscale.html
30•pwg•2h ago•6 comments

I refuse to let SPICE die

https://github.com/nefarius/vd_agent/
40•Nefarius•3h ago•28 comments

We must pace the frontier

https://darioamodei.com/post/we-must-pace-the-frontier
205•apsec112•3h ago•273 comments

A Mathematical Framework for Transformer Circuits (2021)

https://transformer-circuits.pub/2021/framework/index.html
49•Bluestein•4h ago•6 comments

google.com/goto: Google's anti-scraping update

https://www.autom.dev/blog/google-search-goto-links
549•1e1a•14h ago•440 comments

Retrospectively Reverse-Engineering Apple's Neural Engine

https://eiln.github.io/posts/ane.html
189•zdw•10h ago•23 comments

LRU is harder to beat than the KV-cache papers suggest

https://github.com/gauravapiscean/agentic-kv-cache
71•gauravapiscean•2d ago•31 comments

A Few Good Ideas in Programming Languages

https://prydt.xyz/blog/a-few-good-ideas-in-pl/
24•airhangerf15•4h ago•1 comments

How Trail of Bits helps verify the integrity of Signal chats

https://blog.trailofbits.com/2026/08/11/how-trail-of-bits-helps-verify-the-integrity-of-your-sign...
3•dgroshev•6h ago•0 comments

I made a build profiler to understand Bun's compile times

https://lalitm.com/post/buildprof/
3•lalitmaganti•3h ago•0 comments

Navier-Stokes Announcement

https://www.claymath.org/news/navier-stokes-announcement/
248•rvz•13h ago•194 comments

I fixed a tractor using John Deere's self-repair service. Farmers aren't sold

https://www.wired.com/story/i-fixed-a-tractor-john-deere-self-repair-service/
45•sbulaev•1d ago•62 comments

Performance of WebAssembly Runtimes in 2026

https://00f.net/2026/06/23/webassembly-runtimes-2026/
49•fagnerbrack•3d ago•10 comments

The worst spam emails: iLands AI agent hustle

https://tedium.co/2026/09/11/ilands-agents-email-spam-kaixin-tang/
77•ColinWright•6h ago•42 comments

Eating Fruit Skins

https://pgadey.ca/blog/eating-fruit-skins/
22•surprisetalk•3d ago•64 comments

λ Snap – An inviting programming language for kids and adults for CS study

https://snap.berkeley.edu/
160•dr_kiszonka•1d ago•98 comments

How we manage and engage with our horses shapes their personality

https://www.utu.fi/en/news/press-release/how-we-manage-and-engage-with-our-horses-shapes-their-pe...
15•thunderbong•2d ago•2 comments

Fuck it, make it anyway

https://www.joelotter.com/posts/2026/09/make-it-anyway/
455•JayOtter•6h ago•433 comments

Europe's "Less" Is Doing More Than Anyone Gives It Credit For

https://oilprice.com/Energy/Energy-General/Europes-Less-Is-Doing-More-Than-Anyone-Gives-It-Credit...
64•u1hcw9nx•3h ago•30 comments

A Design Space Exploration of Async/Await

https://cel.cs.brown.edu/blog/design-space-async-await/
389•wcrichton•3d ago•113 comments

Waymo pulls over, calls cops on juvenile riders who had 'ghost gun"

https://www.latimes.com/california/story/2026-09-12/juveniles-riding-in-waymo-arrested-after-poli...
59•mmayberry•3h ago•81 comments

Reconstructing Concurrency Invariants Through Medieval East Asian Logic

https://oborona.zip/post/a-middle-period-engine-reconstructing-concurrency-invariants-through-eas...
8•gg582•1d ago•2 comments

Great Lakes sturgeon may be 400 years old:Scientists rethinking how to save them

https://www.cbc.ca/news/canada/ontario-great-lakes-sturgeon-lifespan-study-9.7329250
124•bookofjoe•3d ago•36 comments

A misalignment of AI in mathematics

https://mathandai.org/
1144•meredydd•1d ago•1074 comments

Forgotten Woodlands

https://storymaps.arcgis.com/stories/9b790daf22ba4e87836f467abb1c7e49
38•NaOH•20h ago•11 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.