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HackerTube: YouTube built from videos recommended by HN

https://karpathy.bearblog.dev/hacker-tube/
859•karpathy•7h ago•273 comments

An Italian farmer found some unknown seeds in his attic and planted them

https://www.smithsonianmag.com/science-nature/italian-farmer-found-unknown-seeds-attic-with-nothi...
210•ecares•4h ago•62 comments

TCP Use-After-Free: CVE-2026-98432 / CVSS 9.8

https://atlasum.net/blog/cve-2026-98432-linux-ipv4-tcp-uaf
383•oger•8h ago•181 comments

Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard

https://github.com/guregodevo/memdoor/tree/main/examples/workflows/team-solve
115•guregodevo•4h ago•60 comments

Altoids Project

https://uvdn7.github.io/altoids-project/
64•uvdn7•4h ago•4 comments

When electric cars were for women

https://spectrum.ieee.org/early-electric-vehicles
47•dverlaeckt80•4h ago•24 comments

It's the memory latency, stupid

https://pivotlake.io/blog/its-the-memory-latency-stupid/
144•ntur1337•8h ago•43 comments

Zinc creep in cable spelter sockets brought down the Arecibo telescope in 2020

https://maketecheasier.com/arecibo-zinc-creep-collapse/
47•ohjeez•1d ago•13 comments

Jepsen: ParticleDB 1.1.4

https://jepsen.io/analyses/particledb-1.1.4
216•aphyr•13h ago•119 comments

Show HN: NES Contra (1987) port (ASM –> C and then C –> WebAssembly)

https://epoyraz.github.io/nes-contra-us/
65•tevlon•8h ago•39 comments

Surviving "The Graduate"

https://www.newyorker.com/culture/the-weekend-essay/dustin-hoffman-on-surviving-the-graduate
73•samizdis•7h ago•22 comments

Show HN: BBRouter – Ben Eater's 8-bit computer, simulated on 3D breadboards

https://bbrouter.com/bbrouter/ben-eater-sap-1
11•creack•3h ago•4 comments

The Duty of a Scholar

https://www.daemonology.net/blog/2026-10-31-The-Duty-of-a-Scholar.html
96•gslin•8h ago•28 comments

Do the math: How we took over ChatGPT accounts

https://www.parameter.ai/labs/we-found-a-gap-at-openai
308•armcat•17h ago•152 comments

Constructing a Quine from Kleene's Second Recursion Theorem

https://emarzion.github.io/KSRT/
10•mkckto•3h ago•1 comments

Much Ado About None: Sentinel Values in Python

https://florianwilhelm.info/2026/10/sentinel_values/
57•sebg•2d ago•37 comments

Simple circuits can create complex behaviors

https://aatishb.com/myriad/lets-build-a-brain/
221•aatish•4d ago•69 comments

Sculpture re-creates odd optical effects of famed Lycurgus Cup

https://arstechnica.com/science/2026/10/scientists-recreate-the-1600-year-old-recipe-of-lycurgus-...
26•dverlaeckt80•1d ago•2 comments

Electrification Could Cut Global Energy Use in Half

https://fullycharged.show/podcasts/podcast-361-why-electrification-could-cut-global-energy-use-in...
42•toomuchtodo•8h ago•7 comments

A 1580 Map Shows Why Data Visualization Is Never Neutral

https://thereader.mitpress.mit.edu/a-1580-map-shows-why-data-visualization-is-never-neutral/
3•the-mitr•1d ago•0 comments

Edgar Allan Poe, Quintessential American Writer

https://slate.com/culture/2026/10/edgar-allan-poe-poems-stories-most-influential-american-writer-...
9•samclemens•2d ago•0 comments

Anthropic blocks users for anything touching training larger models

https://twitter.com/jiahaoshao1/status/2116475922190922088
236•pretext•7h ago•130 comments

AI text watermarking and quality loss

https://blog.keyvan.net/p/ai-text-watermarking-and-quality
27•danielfoster•5h ago•5 comments

Hermantown approves controversial Google Data Center during late night meeting

https://www.mprnews.org/story/2026/10/31/hermantown-approves-controversial-google-data-center-dur...
14•tech-pulse•1h ago•1 comments

Show HN: A language model that lives in a boot sector

https://github.com/kerlenton/bootgpt
62•kerlenton•14h ago•1 comments

Reading and writing are less symmetric than you (probably) think

https://fgiesen.wordpress.com/2015/10/25/reading-and-writing-are-less-symmetric-than-you-probably...
88•luu•3d ago•23 comments

Decode kernel panic from QR Code photo

https://gist.github.com/skorotkiewicz/c59e591c26661cb52b06afc42d8ac546
9•modinfo•1d ago•2 comments

William Nordhaus has died

https://news.yale.edu/2026/10/31/william-nordhaus-nobel-laureate-who-integrated-economics-and-cli...
61•ilreb•9h ago•21 comments

Serbia just elected the world's brainiest parliament

https://www.science.org/content/article/serbia-just-elected-world-s-brainiest-parliament
828•input_sh•17h ago•471 comments

AI, Lean, and the Future of Formal Verification, with Lean Creator Leo de Moura

https://thedataexchange.media/leo-de-moura-lean-aws/
193•datascientist•2d ago•45 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.