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Why is Google still serving dodgy ads?

https://www.atomic14.com/2026/09/13/why-is-google-still-serving-dodgy-ads
204•iamflimflam1•2h ago•92 comments

Astra and Fable still hack on simple variants of alignment evals from 2025

https://www.lesswrong.com/posts/munJKF7iWMsWJLAH2/astra-and-fable-still-hack-on-simple-variants-o...
269•Levitating•5h ago•118 comments

Global Shortage Has Led to Motor Oil Rationing at Costco

https://guessingheadlights.com/global-shortage-has-led-to-motor-oil-rationing-at-costco/
29•mikhael•1h ago•10 comments

Data collected by cars and sold to third parties

https://www.theverge.com/column/994172/your-car-is-selling-your-data
151•bookofjoe•6h ago•91 comments

JetKVM Mini

https://jetkvm.com/blog/introducing-jetkvm-mini
446•taubek•11h ago•171 comments

I'm being cyberattacked by Tesla, Inc

https://dreamstation.systems/personal/tesla.html
269•robinpie•1h ago•79 comments

CUDA for AMD on Windows

https://github.com/Speedstu/CUDA-for-AMD-Windows
99•chiassedu80•5h ago•53 comments

Sean Carroll explains the biggest ideas in the universe – Full Interview [video]

https://www.youtube.com/watch?v=_TBNJyztai0
34•binyu•2d ago•5 comments

Flock cameras used to arrest a child for playing on a swing

https://www.youtube.com/watch?v=koclOnlde0E
78•chadgpt3•58m ago•36 comments

Why is the x86 undefined instruction called ud2? Why 2?

https://devblogs.microsoft.com/oldnewthing/20260910-00/?p=112689
130•ibobev•7h ago•34 comments

Reverse engineering my e-scooter and rewriting the firmware in Rust

https://bensimms.moe/reverse-engineering-scooter/
250•vinhnx•3d ago•66 comments

Making Startups Powerful

https://paulgraham.com/powerful.html
80•tosh•5h ago•33 comments

Reverse-Engineering Claude Web's MicroVM: Uncovering Anthropic's Hidden Antspace

https://aprilnea.me/en/blog/reverse-engineering-claude-code-antspace
14•rzk•2d ago•1 comments

Garry Tan wants US open-weight AI labs to 'distill' frontier models, too

https://techcrunch.com/2026/09/11/y-combinators-garry-tan-wants-u-s-open-weight-ai-labs-to-distil...
221•TheJCDenton•4h ago•106 comments

Why are AI agents lying, cheating and coordinating?

https://yoshuabengio.org/en/publication/why-are-ai-agents-lying-cheating-and-coordinating
525•jonifico•18h ago•609 comments

Device Drivers lab exercise – COSC562

https://web.eecs.utk.edu/~smarz1/courses/cosc562/drivers.html
9•azhenley•2h ago•1 comments

Cpak – OCI application package format for Linux desktops, servers and devices

https://cpak.it/
28•xlmnxp•4h ago•11 comments

David Sacks: OpenAI and Anthropic Don't Need Regulations to Pace Frontier Models

https://twitter.com/DavidSacks/status/2098973625252708460
137•kolanos•2h ago•103 comments

'Fingerprints' inside the Sun could reveal if it once swallowed a planet

https://ras.ac.uk/news-and-press/research-highlights/fingerprints-inside-sun-could-reveal-if-it-o...
92•blincoln•7h ago•35 comments

TailTalk: A modern async user space AppleTalk stack with Rust and Tokio

https://github.com/FeralFirmware/TailTalk/
56•zdw•20h ago•13 comments

Romania soccer introduces black card to 'combat abusive behaviour' from parents

https://www.nytimes.com/athletic/7586821/2026/09/12/football-black-card-referee/
58•thunderbong•2h ago•41 comments

Alan's Random Insult Generator (1999)

https://alanbellows.com/experiments/insult/index.html
51•DamnInteresting•2d ago•23 comments

Libraries Run Rust Inside Python (With PyO3)

https://belderbos.dev/blog/how-libraries-run-rust-inside-python/
37•lumpa•4h ago•26 comments

AI recursive self-improvement might not come so quickly after all (August 2026)

https://www.technologyreview.com/2026/08/18/1142188/ai-recursive-self-improvement/
10•dgellow•56m ago•6 comments

Make your first edit to OpenStreetMap

https://high5apps.github.io/josm-plugin-website-wizard/
570•juliantigler•1d ago•137 comments

Base84 deserves a place in file names

https://00f.net/2026/09/09/base84/
47•kevvok•2d ago•35 comments

Homebrew 7.0.0

https://brew.sh/2026/09/13/homebrew-7.0.0/
481•mikemcquaid•11h ago•192 comments

A Brief Retrospective on the Sprite Network Operating System

https://github.com/OSPreservProject/sprite/blob/master/sprite.txt
14•EvanAnderson•1d ago•9 comments

On Binary Translation and Its Consequences

https://chipsandcheese.com/p/on-binary-translation-and-its-consequences
38•matt_d•2d ago•16 comments

Key symbols we lost to time, pt. 1: The PC side

https://unsung.aresluna.org/key-symbols-we-lost-to-time-pt-1-the-pc-side/
73•leephillips•5h ago•25 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.