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I don't think AI will make your processes go faster

https://frederickvanbrabant.com/blog/2026-05-15-i-dont-think-ai-will-make-your-processes-go-faster/
239•TheEdonian•3h ago•171 comments

Every AI Subscription Is a Ticking Time Bomb for Enterprise

https://www.thestateofbrand.com/news/ai-subscription-time-bomb
188•mooreds•4h ago•132 comments

I turned a $80 RK3562 Android tablet into a Debian Linux workstation

https://github.com/tech4bot/rk3562deb
52•tech4bot•2h ago•16 comments

Security researcher says Microsoft built a Bitlocker backdoor, releases exploit

https://www.techspot.com/news/112410-security-researcher-microsoft-secretly-built-backdoor-bitloc...
194•nolok•2h ago•88 comments

Native all the way, until you need text

https://justsitandgrin.im/posts/native-all-the-way-until-you-need-text/
233•dive•4h ago•161 comments

Apple Silicon costs more than OpenRouter

https://www.williamangel.net/blog/2026/05/17/offline-llm-energy-use.html
174•datadrivenangel•3h ago•136 comments

Hindenburg's Smoking Room

https://www.airships.net/hindenburg-smoking-room/
31•crescit_eundo•2d ago•10 comments

Prolog Basics Explained with Pokémon

https://unplannedobsolescence.com/blog/prolog-basics-pokemon/
112•birdculture•2d ago•16 comments

WHO Declares Ebola Outbreak a Global Health Emergency

https://www.nytimes.com/2026/05/17/world/africa/ebola-congo-uganda-who-public-health-emergency.html
132•zzzeek•2h ago•59 comments

Scientists believe ibogaine can help veterans overcome PTSD

https://www.bbc.com/future/article/20260514-how-hallucinogenic-ibogaine-helps-veterans-overcome-ptsd
26•bushwart•4h ago•17 comments

AI is a technology not a product

https://daringfireball.net/2026/05/ai_is_technology_not_a_product
91•ch_sm•2h ago•23 comments

Zerostack – A Unix-inspired coding agent written in pure Rust

https://crates.io/crates/zerostack/1.0.0
488•gidellav•17h ago•264 comments

High-Entropy Alloy

https://en.wikipedia.org/wiki/High-entropy_alloy
29•leonidasrup•3d ago•2 comments

Agentic Trading with Safe Guardrails

https://github.com/ShurikenTrade/shuriken-skills
14•jgan0978•3h ago•5 comments

Mozilla to UK regulators: VPNs are essential privacy and security tools

https://blog.mozilla.org/netpolicy/2026/05/15/mozilla-to-uk-regulators-vpns-are-essential-privacy...
448•WithinReason•9h ago•190 comments

CUDA Books

https://github.com/alternbits/awesome-cuda-books
25•dariubs•3h ago•0 comments

How Diamonds Are Made

https://diamond.jaydip.me/
49•lemonberry•1d ago•25 comments

Colossus: The Forbin Project

https://en.wikipedia.org/wiki/Colossus:_The_Forbin_Project
168•doener•2d ago•54 comments

A nicer voltmeter clock

https://lcamtuf.substack.com/p/a-nicer-voltmeter-clock
261•surprisetalk•17h ago•31 comments

Hosting a website on an 8-bit microcontroller

https://maurycyz.com/projects/mcusite/
186•zdw•14h ago•16 comments

Sam Sianis, Chicago's most famous saloonkeeper, has died

https://www.chicagotribune.com/2026/05/15/sam-sianis-billy-goat-chicago-dies/
3•NaOH•1d ago•0 comments

Moving away from Tailwind, and learning to structure my CSS

https://jvns.ca/blog/2026/05/15/moving-away-from-tailwind--and-learning-to-structure-my-css-/
614•mpweiher•1d ago•343 comments

OpenAI and Government of Malta partner to roll out ChatGPT Plus to all citizens

https://openai.com/index/malta-chatgpt-plus-partnership/
265•bookofjoe•19h ago•300 comments

Mado: Fast Markdown linter written in Rust

https://github.com/akiomik/mado
28•nateb2022•2d ago•2 comments

SANA-WM, a 2.6B open-source world model for 1-minute 720p video

https://nvlabs.github.io/Sana/WM/
375•mjgil•1d ago•143 comments

Roman Letters

https://romanletters.org/
76•diodorus•2d ago•10 comments

We've made the world too complicated

https://user8.bearblog.dev/the-world-is-too-complicated/
382•James72689•1d ago•358 comments

Twilight of the Velocipede: Typesetting Races Before the Age of Linotype

https://publicdomainreview.org/essay/twilight-of-the-velocipede/
38•benbreen•18h ago•1 comments

Playing Atari ST Music on the Amiga with Zero CPU

https://arnaud-carre.github.io/2026-05-15-ym-fast-emu/
86•z303•8h ago•30 comments

Illusions of understanding in the sciences

https://link.springer.com/article/10.1007/s42113-026-00271-1
80•sebg•2d ago•39 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.