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Why get an expensive Pi when I have an old phone?

https://so.long.thanks.fish/why-pi-when-i-have-an-old-phone/
195•casi•3d ago•130 comments

Ggml v1.0.0

https://github.com/ggml-org/ggml/releases/tag/v1.0.0
314•cobychapple•11h ago•50 comments

Monkey Island: all 13 versions side by side

https://monkeyisland.pages.dev/
250•maximilianburke•9h ago•80 comments

Generative AI uses more energy on non-English text

https://news.umich.edu/generative-ai-uses-more-energy-on-non-english-text/
8•DeepLogin•3d ago•0 comments

Tech Companies Are Trying to Shift the Concept of Privacy (Again)

https://www.eff.org/deeplinks/2026/11/tech-companies-are-trying-shift-entire-concept-privacy-again
24•gslin•54m ago•1 comments

Nvidia allegedly engineered scarcity by funding AI startups to buy its GPUs

https://www.techpowerup.com/354814/nvidia-allegedly-engineered-scarcity-by-funding-ai-startups-to...
761•speckx•10h ago•450 comments

Unsloth Qwen3.8-27B Quantizations – Dynamic v3.1 Update

https://unsloth.ai/docs/models/qwen3.8
190•Retro_Dev•13h ago•52 comments

Terminal borders that don't cost a cell

https://www.joshka.net/cell-borders/
323•vinhnx•14h ago•141 comments

FAA issues national ground stop – lifted 4.5 hours later

https://www.nbcnews.com/news/us-news/faa-orders-nationwide-ground-stop-departing-flights-reasons-...
1580•zulln•16h ago•1203 comments

Let's Write a PostScript Interpreter

https://beyondloom.com/blog/postscript.html
20•RebelPotato•1d ago•5 comments

What happened to 3Com?

https://dfarq.homeip.net/what-happened-to-3com/
169•gvieri•13h ago•90 comments

Jonathan Blow – If AI solved coding, why is my software still the same? [video]

https://www.youtube.com/watch?v=IRK8h67ol7Q
361•helloplanets•22h ago•485 comments

The curious case of the north-east arrow

https://arsh.zip/posts/north-east-arrow/
14•arshxyz•2d ago•4 comments

Show HN: Live map of U.S. flights during tonight's FAA nationwide ground stop

https://grounds.top/
169•gvsi•14h ago•23 comments

Service Crew Discovers Rare Yellow Burbot in Oswego Harbor

https://www.fws.gov/story/2026-11/service-crew-discovers-rare-yellow-burbot-oswego-harbor
13•tart-lemonade•2d ago•2 comments

Found: A protein that drives ageing without unleashing inflammation

https://www.nature.com/articles/d41586-026-03638-3
215•gumby•18h ago•50 comments

FM-1 Workbench

https://open.m-vave.com/fm1-workbench
247•simonebrunozzi•18h ago•160 comments

How Not to Build a Music Player

https://alichraghi.github.io/blog/how-not-to-build-a-music-player/
139•vinhnx•14h ago•60 comments

Live airband on all frequencies from KORS. Victoria, CA also ground stopped

https://orcasairband.com/
278•mmaunder•15h ago•65 comments

After 600 experiments, here's what I discovered about JEPA world models

https://haddyalchaer.com/jepa
273•halcdev•19h ago•45 comments

Show HN: I have trained 15 blood glucose forecasting models on my own data

https://github.com/0xdeadf1sh/T1DMAI
51•0xdeadf1sh•3d ago•31 comments

Extending LLDB to Debug Applications That Span CPUs and GPUs

https://engineering.fb.com/2026/11/09/developer-tools/extending-lldb-to-debug-applications-that-s...
24•JDevlieghere•3d ago•3 comments

Show HN: Isometric SF – A pixel-art map of the SF Bay Area

https://isometricsf.com/
226•juscha1•19h ago•73 comments

Perplexity Decider v1.3: Training, eval, and use cases

https://www.perplexity.ai/hub/blog/perplexity-decider
140•gmays•18h ago•25 comments

Live-migration support in FreeBSD and bhyve coming

https://gyptazy.com/blog/freebsd-bhyve-live-migration-support-rfc/
122•JohnDohnBohn•17h ago•29 comments

Minnesota guitarist's "palmfrets" invention strikes a new chord

https://www.echopress.com/business/minnesota-guitarists-invention-strikes-a-new-chord
184•bookofjoe•22h ago•104 comments

Elephants found to be increasingly isolated leading to fractured social networks

https://today.ucsd.edu/story/elephants-found-to-be-increasingly-isolated-leading-to-fractured-soc...
157•gmays•11h ago•35 comments

Reverse engineering my Coway air purifier to ditch the cloud

https://scottjg.com/posts/2026-11-11-reverse-engineering-my-coway-air-purifier-to-ditch-the-cloud/
767•scottjg•1d ago•215 comments

A technical vision for the Haskell ecosystem

https://discourse.haskell.org/t/a-technical-vision-for-the-haskell-ecosystem/15078
221•cosmic_quanta•22h ago•133 comments

Amtrak booking system experiencing major issues amid nationwide FAA ground stop

https://www.fox5dc.com/news/amtrak-outage-ticket-booking-faa-ground-stop-november-13-2026
179•snow_mac•12h ago•67 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.