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.de TLD offline due to DNSSEC?

https://dnssec-analyzer.verisignlabs.com/nic.de
521•warpspin•5h ago•241 comments

Accelerating Gemma 4: faster inference with multi-token prediction drafters

https://blog.google/innovation-and-ai/technology/developers-tools/multi-token-prediction-gemma-4/
443•amrrs•9h ago•198 comments

Computer Use is 45x more expensive than structured APIs

https://reflex.dev/blog/computer-use-is-45x-more-expensive-than-structured-apis/
307•palashawas•8h ago•174 comments

Three Inverse Laws of AI

https://susam.net/inverse-laws-of-robotics.html
350•blenderob•9h ago•243 comments

Write some software, give it away for free

https://nonogra.ph/write-some-software-give-it-away-for-free-05-05-2026
125•nohell•3h ago•94 comments

EEVblog: The 555 Timer is 55 years old [video]

https://www.youtube.com/watch?v=6JhK8iCQuqI
220•brudgers•9h ago•54 comments

Why most product tours get skipped

https://productonboarding.com/articles/why-product-tours-get-skipped
64•pancomplex•4h ago•54 comments

NPR finds "no sign" of Polymarket at its Panama HQ address

https://www.npr.org/2026/05/05/nx-s1-5807918/polymarket-panama-prediction-market
195•ilamont•3h ago•88 comments

Show HN: Explore color palettes inspired by 3000 master painter artworks

https://paletteinspiration.com/
101•ouli•7h ago•38 comments

GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents

https://arxiv.org/abs/2604.26752
112•gmays•7h ago•23 comments

Zuckerberg 'personally authorized' Meta's copyright infringement, publishers say

https://apnews.com/article/meta-mark-zuckerberg-ai-publishers-lawsuit-llama-5609846d4d840014974a8...
122•jethronethro•3h ago•33 comments

Agents for financial services and insurance

https://www.anthropic.com/news/finance-agents
196•louiereederson•10h ago•149 comments

Urban Birds Are Rising Earlier Because of Traffic Noise (2013)

https://www.audubon.org/news/urban-birds-are-rising-earlier-because-traffic-noise
28•thunderbong•2d ago•10 comments

Show HN: Airbyte Agents – context for agents across multiple data sources

92•mtricot•10h ago•23 comments

I completed 100 Days of Java over 5 years and mapped the journey as a graph

https://mohibulsblog.netlify.app/java/100daysofjava/graph/
26•celurian92•2d ago•5 comments

Past Ferrari Models, 1947–2023

https://www.ferrari.com/en-US/auto/past-model
17•NaOH•2d ago•3 comments

Google Chrome silently installs a 4 GB AI model on your device without consent

https://www.thatprivacyguy.com/blog/chrome-silent-nano-install/
1241•john-doe•17h ago•840 comments

Today I've made the difficult decision to reduce the size of Coinbase by ~14%

https://twitter.com/brian_armstrong/status/2051616759145185723
255•adrianmsmith•13h ago•360 comments

I'm scared about biological computing

https://kuber.studio/blog/Reflections/I%27m-Scared-About-Biological-Computing
139•kuberwastaken•9h ago•121 comments

California farmers to destroy 420k peach trees following Del Monte bankruptcy

https://www.sfgate.com/centralcoast/article/usda-aid-california-farmers-22240694.php
264•littlexsparkee•7h ago•320 comments

Proliferate (YC S25) Is Hiring- 200k for junior engineers

https://www.ycombinator.com/companies/proliferate/jobs/L3copvK-founding-engineer
1•pablo24602•8h ago

When everyone has AI and the company still learns nothing

https://www.robert-glaser.de/when-everyone-has-ai-and-the-company-still-learns-nothing/
309•youngbrioche•15h ago•218 comments

Should I run plain Docker Compose in production in 2026?

https://distr.sh/blog/running-docker-in-production/
355•pmig•5d ago•255 comments

IBM didn't want Microsoft to use the Tab key to move between dialog fields

https://devblogs.microsoft.com/oldnewthing/20260505-00/?p=112298
298•SeenNotHeard•7h ago•173 comments

Researchers print structural colour with an inkjet printer

https://physicsworld.com/a/researchers-print-structural-colour-with-an-inkjet-printer/
46•zeristor•2d ago•7 comments

iOS 27 is adding a 'Create a Pass' button to Apple Wallet

https://walletwallet.alen.ro/blog/ios-27-wallet-create-pass/
380•alentodorov•12h ago•288 comments

The extended predicative Mahlo universe in Martin-Löf type theory

https://academic.oup.com/logcom/article/34/6/1032/7158523
24•danny00•2d ago•0 comments

Zuckerberg 'Personally Authorized and Encouraged' Meta's Copyright Infringement

https://variety.com/2026/digital/news/meta-ai-mark-zuckerberg-copyright-infringement-lawsuit-publ...
245•spankibalt•7h ago•183 comments

Xbox CEO ends Copilot AI development and overhauls leadership

https://www.dexerto.com/gaming/xbox-ceo-ends-copilot-ai-development-overhauls-leadership-3361353/
46•gmays•2h ago•7 comments

Underwater robot tracks sperm whale conversations in real time

https://www.reuters.com/business/environment/underwater-robot-tracks-sperm-whale-conversations-re...
52•thedebuglife•2d ago•13 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.