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A new bill in New York would require disclaimers on AI-generated news content

https://www.niemanlab.org/2026/02/a-new-bill-in-new-york-would-require-disclaimers-on-ai-generate...
27•giuliomagnifico•1h ago•3 comments

Claude Opus 4.6

https://www.anthropic.com/news/claude-opus-4-6
1995•HellsMaddy•17h ago•857 comments

Invention of DNA "Page Numbers" Opens Up Possibilities for the Bioeconomy

https://www.caltech.edu/about/news/invention-dna-page-numbers-synthesis-kaihang-wang
6•dagurp•31m ago•1 comments

Plasma Effect

https://www.4rknova.com/blog/2016/11/01/plasma
30•todsacerdoti•3d ago•3 comments

Things Unix can do atomically (2010)

https://rcrowley.org/2010/01/06/things-unix-can-do-atomically.html
114•onurkanbkrc•5h ago•42 comments

GPT-5.3-Codex

https://openai.com/index/introducing-gpt-5-3-codex/
1320•meetpateltech•16h ago•500 comments

Systems Thinking

http://theprogrammersparadox.blogspot.com/2026/02/systems-thinking.html
102•r4um•5h ago•47 comments

My AI Adoption Journey

https://mitchellh.com/writing/my-ai-adoption-journey
612•anurag•15h ago•211 comments

We tasked Opus 4.6 using agent teams to build a C Compiler

https://www.anthropic.com/engineering/building-c-compiler
547•modeless•15h ago•526 comments

Show HN: Artifact Keeper – Open-Source Artifactory/Nexus Alternative in Rust

https://github.com/artifact-keeper
69•bsgeraci•6h ago•23 comments

Recreating Epstein PDFs from raw encoded attachments

https://neosmart.net/blog/recreating-epstein-pdfs-from-raw-encoded-attachments/
368•ComputerGuru•1d ago•128 comments

Stay Away from My Trash

https://tldraw.dev/blog/stay-away-from-my-trash
33•EvgeniyZh•3d ago•19 comments

Animated Knots

https://www.animatedknots.com/
209•ostacke•3d ago•28 comments

Unlocking high-performance PostgreSQL with key memory optimizations

https://stormatics.tech/blogs/unlocking-high-performance-postgresql-key-memory-optimizations
46•camille_134•4d ago•4 comments

I reversed Tower of Fantasy's anti-cheat driver: a BYOVD toolkit never loaded

https://vespalec.com/blog/tower-of-flaws/
68•svespalec•7h ago•30 comments

The RCE that AMD won't fix

https://mrbruh.com/amd/
222•MrBruh•11h ago•96 comments

The Color of Safety

https://protocolized.summerofprotocols.com/p/the-color-of-safety
10•laurex•3d ago•1 comments

The time I didn't meet Jeffrey Epstein

https://scottaaronson.blog/?p=9534
192•pfdietz•15h ago•187 comments

Waiting for Postgres 19: Better planner hints with path generation strategies [video]

https://www.youtube.com/watch?v=QLb3nhIy2Lc
36•sbuttgereit•7h ago•1 comments

MenuetOS – a GUI OS that boots from a single floppy disk

https://www.menuetos.net/
155•pjerem•3d ago•34 comments

Claude Opus 4.6 extra usage promo

https://support.claude.com/en/articles/13613973-claude-opus-4-6-extra-usage-promo
170•rob•14h ago•55 comments

GitHub Actions is slowly killing engineering teams

https://www.iankduncan.com/engineering/2026-02-05-github-actions-killing-your-team/
256•codesuki•7h ago•119 comments

How to carry more than your own bodyweight (2025)

https://www.bbc.com/future/article/20250124-how-to-carry-more-than-your-own-bodyweight
44•1659447091•3d ago•53 comments

LinkedIn checks for 2953 browser extensions

https://github.com/mdp/linkedin-extension-fingerprinting
420•mdp•14h ago•200 comments

Sealos – AI Native Cloud Cloud Operating System

https://github.com/labring/sealos
3•fanux•3d ago•2 comments

Hypernetworks: Neural Networks for Hierarchical Data

https://blog.sturdystatistics.com/posts/hnet_part_I/
62•mkmccjr•18h ago•4 comments

Review of 1984 by Isaac Asimov (1980)

https://www.newworker.org/ncptrory/1984.htm
159•doruk101•13h ago•97 comments

What if writing tests was a joyful experience? (2023)

https://blog.janestreet.com/the-joy-of-expect-tests/
76•ryanhn•13h ago•31 comments

Orchestrate teams of Claude Code sessions

https://code.claude.com/docs/en/agent-teams
353•davidbarker•17h ago•195 comments

Company as Code

https://blog.42futures.com/p/company-as-code
249•ahamez•22h ago•121 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•9mo ago

Comments

nmstoker•9mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•9mo 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•9mo 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•9mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•9mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•9mo 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•9mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•9mo 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•9mo 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•8mo 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.