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Google plans to invest up to $40B in Anthropic

https://www.bloomberg.com/news/articles/2026-04-24/google-plans-to-invest-up-to-40-billion-in-ant...
544•elffjs•15h ago•529 comments

New 10 GbE USB adapters are cooler, smaller, cheaper

https://www.jeffgeerling.com/blog/2026/new-10-gbe-usb-adapters-cooler-smaller-cheaper/
49•calcifer•1h ago•10 comments

A 3D Body from Eight Questions – No Photo, No GPU

https://clad.you/blog/posts/questionnaire-mlp/
38•arkadiuss•2d ago•6 comments

Paraloid B-72

https://en.wikipedia.org/wiki/Paraloid_B-72
157•Ariarule•3d ago•24 comments

Humpback whales are forming super-groups

https://www.bbc.com/future/article/20260416-the-humpback-super-groups-swarming-the-seas
89•andsoitis•3d ago•43 comments

Turbo Vision 2.0 – a modern port

https://github.com/magiblot/tvision
93•andsoitis•3h ago•15 comments

My audio interface has SSH enabled by default

https://hhh.hn/rodecaster-duo-fw/
227•hhh•12h ago•76 comments

"Plain text has been around for decades and it's here to stay." – Unsung

https://unsung.aresluna.org/plain-text-has-been-around-for-decades-and-its-here-to-stay/
67•rbanffy•6h ago•12 comments

Replace IBM Quantum back end with /dev/urandom

https://github.com/yuvadm/quantumslop/blob/25ad2e76ae58baa96f6219742459407db9dd17f5/URANDOM_DEMO.md
129•pigeons•6h ago•16 comments

Sabotaging projects by overthinking, scope creep, and structural diffing

https://kevinlynagh.com/newsletter/2026_04_overthinking/
412•alcazar•17h ago•106 comments

Iliad fragment found in Roman-era mummy

https://www.thehistoryblog.com/archives/75877
162•wise_blood•2d ago•47 comments

(Blender) Cosmology with Geometry Nodes

https://www.blender.org/user-stories/cosmology-with-geometry-nodes/
43•shankysingh•6h ago•1 comments

The Classic American Diner

https://blogs.loc.gov/picturethis/2026/04/the-classic-american-diner/
206•NaOH•12h ago•127 comments

There Will Be a Scientific Theory of Deep Learning

https://arxiv.org/abs/2604.21691
207•jamie-simon•13h ago•85 comments

Education must go beyond the mere production of words

https://www.ncregister.com/commentaries/schnell-repairing-the-ruins
52•signor_bosco•7h ago•15 comments

Firefox Has Integrated Brave's Adblock Engine

https://itsfoss.com/news/firefox-ships-brave-adblock-engine/
178•nreece•6h ago•80 comments

Work with the garage door up (2024)

https://notes.andymatuschak.org/Work_with_the_garage_door_up
153•jxmorris12•3d ago•113 comments

MacBook Neo and how the iPad should be

https://craigmod.com/essays/ipad_neo/
258•jen729w•2d ago•143 comments

Email could have been X.400 times better

https://buttondown.com/blog/x400-vs-smtp-email
165•maguay•1d ago•148 comments

The mail sent to a video game publisher

https://www.gamefile.news/p/panic-mail-arco-despelote-time-flies-thank-goodness-teeth
16•colinprince•3d ago•0 comments

Open source memory layer so any AI agent can do what Claude.ai and ChatGPT do

https://alash3al.github.io/stash?_v01
21•alash3al•6h ago•4 comments

Show HN: I've built a nice home server OS

https://lightwhale.asklandd.dk/
110•Zta77•10h ago•45 comments

Reverse-engineering infrared-based electronic shelf labels

https://www.furrtek.org/?a=esl
21•pabs3•3d ago•2 comments

DeepSeek v4

https://api-docs.deepseek.com/news/news260424
1884•impact_sy•1d ago•1468 comments

You don't want long-lived keys

https://argemma.com/blog/long-lived-keys/
50•kkl•3d ago•33 comments

Diatec, known for its mechanical keyboard brand FILCO, has ceased operations

https://gigazine.net/gsc_news/en/20260424-filco-diatec/
113•gslin•15h ago•41 comments

PCR is a surprisingly near-optimal technology

https://nikomc.com/2026/04/22/pcr/
5•mailyk•2d ago•0 comments

ENIAC's Architects Wove Stories Through Computing

https://spectrum.ieee.org/eniac-80th-anniversary-weaving
7•sohkamyung•3d ago•0 comments

Oxford All Souls College General Examination (2025) [pdf]

https://www.asc.ox.ac.uk/sites/default/files/2025-10/General%202025.pdf
43•gregsadetsky•3h ago•33 comments

The Overtom Chess Computer Museum

https://tluif.home.xs4all.nl/chescom/Engindex.html
32•semyonsh•2d ago•6 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•11mo ago

Comments

nmstoker•11mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•11mo 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•11mo 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•11mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•11mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•11mo 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•11mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•11mo 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•11mo 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•11mo 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.