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Binance-hacker-1029 – $5.6B stolen from Binance

https://arkm.com/explorer/entity/21a94755-f604-45e5-9501-6542e23005e8
591•Tiberium•2h ago•354 comments

We're releasing the weights of Mistral Large 4

https://mistral.ai/news/mistral-large-4-oss/
1158•kuberwastaken•10h ago•331 comments

We ran AI agent swarms in Minecraft and Mindustry

https://labs.ycombinator.com/projects/games/index.html
122•sandslash•2h ago•46 comments

A tiny world model running games on a Raspberry Pi Pico 2 W

https://github.com/SheepSeb/tinyworldformer
100•airinei•3h ago•7 comments

El Niño Is Flooding California's Coasts with the Highest Tides to Come

https://gizmodo.com/el-nino-is-already-flooding-californias-coasts-and-the-years-highest-tides-ha...
48•gumby•2h ago•12 comments

Proton goes all in on using AI

https://convo.casa/@b/117525936178835007
52•ColinWright•2h ago•22 comments

A Pig, the State, and War: Porco Rosso (Kurenai No Buta) (2014)

https://journal.animationstudies.org/article/id/66/
30•simonebrunozzi•2h ago•1 comments

The Great American Rascal: Tom Sawyer at 150

https://claremontreviewofbooks.com/the-great-american-rascal/
26•beatstop•2h ago•7 comments

Show HN: I Turned DOOM into a Transformer

https://github.com/mottopanikeiku/doomformer
14•falperc•1h ago•2 comments

H.264 Is Magic (2016)

https://sidbala.com/h-264-is-magic/
313•ea016•8h ago•120 comments

Patrick Stewart has died

https://www.nytimes.com/2026/10/29/arts/television/patrick-stewart-dead.html
2242•j4mie•4h ago•463 comments

Show HN: Auto Dismiss Mac OS "Allow <app> to find devices on local networks?"

https://github.com/johncassil/dontallow
89•johncassil•5h ago•72 comments

Sylphide OS: a general-purpose OS for microcontroller-based computers

https://projects.freehackers.org/sylphide-os/
32•iamnothere•3h ago•8 comments

LLM Voice

https://martinfowler.com/bliki/LLM-Voice.html
326•ibobev•9h ago•168 comments

DoorDash to acquire Instacart

https://about.doordash.com/en-us/news/doordash-to-acquire-instacart
407•WalterSobchak•11h ago•590 comments

ElementaryUI – Swift, in the Browser

https://elementary.codes
49•frizlab•3h ago•9 comments

Historical Scientific Instruments

https://nealstephenson.substack.com/p/historical-scientific-instruments
9•peteforde•2d ago•0 comments

Scattered thoughts on how doing math feels these days

https://dynomight.net/math/
54•surprisetalk•3d ago•38 comments

Chained PHP2Shell exploit roots 25 servers, including US Government servers

https://dreamgroup.com/blog/chained-php2shell-exploit-roots-25-servers
275•882542F3884314B•13h ago•137 comments

IgE disruptor for food allergy with Claude-enabled antibody design [pdf]

https://divergencelabs.com/publications/ige-preprint.pdf
36•matco11•5h ago•23 comments

Claude Duet is the first personal-assistant-type harness that feels useful

https://fig.blue/posts/duet-is-the-future/
99•nathanfig•7h ago•77 comments

Launch HN: Simantic (YC F26) – Firmware Simulation for AI Agents

48•shong0504•8h ago•14 comments

If IPv4 were land

https://iptrust.co/blog/if-ipv4-were-land
221•rokostik•12h ago•290 comments

Grace Blackwell needs a new scheduler: 27% more usable GPUs from the same racks

https://skypilot.ai/blog/grace-blackwell-needs-a-new-scheduler
125•wondersky•8h ago•21 comments

16colo.rs – ANSI/ASCII art archive

https://16colo.rs/
83•memalign•8h ago•7 comments

Zombie stats: Where the numbers AI quotes come from

https://trakkr.ai/trakkr-research/zombie-stats
139•mektrik•9h ago•61 comments

What we know so far about Spain train crash

https://www.bbc.com/news/articles/cm8xz7pkd0jjo
144•ZeljkoS•15h ago•293 comments

Alleged Chinese spy had 'close relationship' with Nvidia boss Jensen Huang

https://nypost.com/2026/10/29/business/alleged-chinese-spy-had-close-relationship-with-nvidia-bos...
272•mgh2•6h ago•187 comments

The importance of communities around software

https://lumi.codeberg.page/blog/software-community.html
94•amcclure•5h ago•91 comments

Partitioning my digital life into security domains (2011)

https://blog.invisiblethings.org/2011/03/13/partitioning-my-digital-life-into.html
21•mashally•2d ago•0 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.