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The Forgetful CPU (Linux on M4)

https://yuka.dev/blog-2026-10-02-linux-m4.html
130•signa11•12h ago•56 comments

Court agrees with EFF: Utah's VPN law demands a technical impossibility

https://www.eff.org/deeplinks/2026/10/court-agrees-eff-utahs-vpn-law-demands-technical-impossibility
533•hn_acker•1d ago•233 comments

Newgrounds.com – A community of games, music, and art

https://www.newgrounds.com/
31•azhenley•2h ago•1 comments

Mike Tomlin spent 12 years building a Minecraft city

https://www.nytimes.com/athletic/7648198/2026/10/01/mike-tomlin-minecraft-nfl-coach/
321•CoryOndrejka•1d ago•86 comments

A 12-year sequence of telescope images of a star and four planets orbiting

https://bsky.app/profile/theplanetaryguy.com/post/3mwucf5ert22f
212•mariuz•15h ago•50 comments

Things that apparently cause cancer

https://www.breakthroughjournal.org/p/things-that-apparently-cause-cancer
95•timpera•2h ago•37 comments

Apple Pass Designer

https://developer.apple.com/pass-designer/
337•soheilpro•7h ago•223 comments

With most information hidden, the game Stratego had stumped AI until now

https://arstechnica.com/science/2026/10/ai-finally-beat-the-best-stratego-player-in-history-and-d...
189•PaulHoule•12h ago•91 comments

NTSB Preliminary Report: Prime Air 767 Runway Overrun [pdf]

https://www.ntsb.gov/investigations/Documents/DCA26MA352%20Prelim.pdf
17•sdko•1h ago•9 comments

Loss of cell identity drives human aging: Two new papers

https://erictopol.substack.com/p/loss-of-cell-identity-drives-human
188•bookofjoe•1d ago•49 comments

Muse Gadgets

https://gadgets.muse.ai
144•anant•7h ago•68 comments

From the creator of Redis; run LLM locally with ds4

https://dwarfstar.sh/
164•fibo•9h ago•42 comments

Greg Kroah-Hartman – Security in the LLM Age [video]

https://www.youtube.com/watch?v=NnV_cWeoo5Q
190•usernomdeguerre•1d ago•49 comments

Updates to Full Disk Access in macOS

https://developer.apple.com/news/?id=p6zjojqw
138•notfirstpost•7h ago•83 comments

FLUX 3 Image

https://bfl.ai/models/flux-3-image
285•minimaxir•1d ago•62 comments

OKI Develops 124-Layer PCB Technology

https://www.oki.com/global/press/2025/z25006e.html
5•luu•1d ago•0 comments

Sites in ChatGPT

https://chatgpt.com/features/sites/
224•polvi•1d ago•225 comments

Show HN: Giving Opus 5.5 a simulated paint canvas

https://stillwet.art/
213•alstonite•1d ago•70 comments

The Legend of von Neumann (1973) [pdf]

https://gwern.net/doc/math/1973-halmos.pdf
250•suopspaces•13h ago•141 comments

Venice’s failed war against Constantinople led to the first bond market

https://bigthink.com/books/a-fabulous-debt/
82•RickJWagner•13h ago•24 comments

Every SaaS business will become a harness around a model

https://blog.sshh.io/p/the-harness-is-the-company
106•iacguy•5h ago•80 comments

Show HN: Made an open-source Lego AI generator

https://github.com/anteloc/ldraw-nova
75•antelocnova•7h ago•41 comments

Where Is the Planet

http://whereistheplanet.com
10•andsoitis•2h ago•0 comments

Anatomy of a Lean proof for software engineers

https://agostbiro.net/posts/2026-10-anatomy-of-a-lean-proof/
89•abiro•1d ago•16 comments

Billions of Triangles Redux

https://zeux.io/2026/09/30/billions-of-triangles-redux/
17•ibobev•2d ago•0 comments

One month coding with GLM 5.3 Flash

https://wagtail.org/blog/one-month-on-glm-53-flash/
122•ThibWeb•11h ago•96 comments

Our Project Suncatcher prototype satellite is in orbit

https://blog.google/innovation-and-ai/models-and-research/google-research/project-suncatcher-prot...
48•pantalaimon•15h ago•52 comments

Blogging with Gleam, Org-Mode and Pandoc

https://byzantine-systems.github.io/blogging-with-gleam-org-mode-and-pandoc/
61•schonfinkel•15h ago•13 comments

The first packet sent via RFC1149 avian carrier is up for auction at Christie's

https://onlineonly.christies.com/s/fine-printed-books-manuscripts-science/carrier-pigeon-internet...
48•peter_hansteen•14h ago•11 comments

Show HN: Pyxel – A Python retro game engine with built-in art and sound editors

https://github.com/kitao/pyxel
74•kitao•1d ago•8 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.