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Residential proxies detected on White House network

https://layer3intel.com/blog/residential-proxies-white-house-network
816•Rasbora•8h ago•260 comments

Images 2.6

https://openai.com/index/introducing-images-2-6/
184•davidbarker•5h ago•121 comments

A thousand fewer paths to root

https://openai.com/index/a-thousand-fewer-paths-to-root/
213•dangelosaurus•5h ago•121 comments

Starfall – Affordable, routine access to microgravity

https://www.spacex.com/starfall
158•gmays•4h ago•96 comments

Ripple-65B Preview: U.S. Open-Weight SOTA on Agentic Coding

https://www.ricursive.com/ripple
254•Philpax•9h ago•91 comments

Kimi K3.1 Pro model weights are out

https://huggingface.co/moonshotai/Kimi-K3.1-Pro
428•abrarthought•13h ago•126 comments

Insects don't swarm at LED lights

https://www.birdsoutsidemywindow.org/2026/11/03/insects-dont-swarm-at-led-lights/
197•speckx•8h ago•111 comments

A new Go API for JSON

https://go.dev/blog/jsonv2
255•olexsmir•10h ago•118 comments

Hacking the Xbox 360 Hypervisor Part 3: Bad Update Improvements

https://icode4.coffee/?p=1746
82•muricula•6h ago•4 comments

Conductor is joining Meta

https://www.conductor.build/announcement
144•kenrose•10h ago•165 comments

Spreading Liquid with Three.js

https://mofu-dev.com/en/blog/fluid-foundation/
10•mooreds•2d ago•1 comments

Progress on provable inference for large language models

https://www.anthropic.com/research/provable-inference
195•ltononro•11h ago•87 comments

Qualcomm Cloud AI 100 Ultra – 150W AI Accelerator Card with 128GB at 548GB/s

https://www.qualcomm.com/data-center/products/cloud-ai-100-ultra
121•peter_d_sherman•8h ago•53 comments

Launch HN: Kino AI (YC S23) – AI media manager and video editor

78•lukeigel•11h ago•31 comments

Show HN: After a decade of reversing, I got co-op working in DOS Wing Commander

https://fireflyk64.github.io/wcmulti/
135•daniel_rh•9h ago•15 comments

AI is forcing us to pay off 40 years of technical debt

https://spectrum.ieee.org/ai-in-cybersecurity-php2shell-vulnerability
1122•pseudolus•16h ago•655 comments

Guerrilla bike lanes: San Francisco makes illicit infrastructure permanent (2016)

https://99percentinvisible.org/article/guerrilla-bike-lanes-san-francisco-makes-illicit-infrastru...
278•zenincognito•13h ago•201 comments

Ask HN: What's your current AI agentic setup?

195•eggbrain•14h ago•208 comments

OpenAI to acquire Pierre Computer Company

https://openai.com/index/openai-to-acquire-pierre/
211•itunpredictable•13h ago•63 comments

Basically no one is using AI agents for their DoorDash orders

https://arstechnica.com/ai/2026/10/doordash-says-outside-ai-agents-have-only-led-to-hundreds-of-o...
94•PaulHoule•2d ago•184 comments

Frustrated Ranchers Want People to Quit 'Rescuing' Their Working Guardian Dogs

https://cowboystatedaily.com/2026/10/15/frustrated-ranchers-want-people-to-quit-rescuing-their-wo...
64•rdmuser•2d ago•60 comments

A wave of plastic-free coffee pods and machines

https://www.cnn.com/2026/11/02/food/coffee-machine-plastic-free
65•thunderbong•13h ago•81 comments

Tencent Hy4

https://hy.tencent.ai/research/hy4
208•Philpax•14h ago•70 comments

Show HN: The DNA of DOOM – How code structure survives across 44 ports

https://squid-protocol.github.io/gitgalaxy/museum-of-code/doom-dna/
34•joe-esquibel•2d ago•18 comments

11 Nanoseconds per Word: Over-Optimizing Anagrams

https://wiredream.com/anagram-fun/
9•ColinWright•18h ago•0 comments

AMD expects to outsell Intel in Q4 for the first time in history

https://www.tomshardware.com/pc-components/cpus/amd-expects-to-outsell-intel-in-q4-for-the-first-...
510•rbanffy•13h ago•186 comments

PageScribe: Handwriting and offline dictionary audio for KOReader

https://aspireai.kiranadimatyam.com/builds/pagescribe/
16•seshakiran•2d ago•1 comments

Is Curiosity Good for Us?

https://www.lrb.co.uk/the-paper/v48/n20/adam-phillips/is-curiosity-good-for-us
28•NaOH•1d ago•13 comments

'It's just vape, nail, charity shops': Can anything save UK high street?

https://www.theguardian.com/business/2026/nov/04/what-can-save-the-british-high-street-rotherham
84•theanonymousone•12h ago•198 comments

Incident with Pull Requests, Git Operations and Issues

https://www.githubstatus.com/incidents/smtdswd1h2w4
260•kevcampb•18h ago•129 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.