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OpenAI and Hugging Face address security incident during model evaluation

https://openai.com/index/hugging-face-model-evaluation-security-incident/
1161•mfiguiere•13h ago•802 comments

Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA

https://fireworks.ai/blog/kimik3-fable
626•piotrgrabowski•11h ago•344 comments

Original Apollo 11 Guidance Computer source code for command and lunar modules

https://github.com/chrislgarry/Apollo-11
78•noteness•4h ago•18 comments

Intel Starts Shipping High-NA EUV Silicon

https://morethanmoore.substack.com/p/intel-starts-shipping-high-na-euv
67•zdw•3d ago•16 comments

Advertise in ChatGPT

https://ads.openai.com/
763•montecarl•14h ago•556 comments

Introduction to Formal Verification with Lean Part 1

https://hashcloak.com/blog/tutorial-introduction-to-formal-verification-with-lean-(part-1)
10•badcryptobitch•2d ago•0 comments

FreeInk: Open ecosystem for e-readers

https://freeink.org/
564•FriedPickles•15h ago•120 comments

Show HN: ReadKinetic – a free, local-first speed reader for your own books

https://www.readkinetic.com/app/
78•SamuraiLion•4h ago•36 comments

Late.sh – a command-line Clubhouse for computer people

https://late.sh/
170•itherseed•7h ago•58 comments

Judge approves $1.5B Anthropic settlement for pirated books used to train Claude

https://apnews.com/article/ai-anthropic-copyright-settlement-claude-books-bartz-74b140444023898ae...
361•BeetleB•14h ago•288 comments

Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber

https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flas...
691•logickkk1•18h ago•527 comments

A digestion of the Jacobian conjecture counterexample

https://terrytao.wordpress.com/2026/07/21/a-digestion-of-the-jacobian-conjecture-counterexample/
261•jeremyscanvic•12h ago•96 comments

Show HN: A new kind of FPS aim trainer

https://openaim.pramit.gg/
46•pmazumder•4h ago•23 comments

Ten Steps Towards Happiness (2015)

http://hintjens.com/blog:99
135•emerongi•8h ago•46 comments

Atomically Thin Materials Significantly Shrink Qubits

https://spectrum.ieee.org/2d-hbn-qubit
8•Jimmc414•4d ago•1 comments

Long presumed dead, a thriving coral reef is discovered in West Africa

https://e360.yale.edu/digest/benin-coral-reef
349•speckx•18h ago•74 comments

"Drawing" the Mona Lisa with GPT-5.6, Claude, Gemini, and Grok

https://www.tryai.dev/blog/ai-drawing-arena-colored-pencils-claude-gpt-grok
198•hershyb_•12h ago•74 comments

Jack Dorsey launches Buzz to combine team chat, AI agents and Git hosting

https://runtimewire.com/article/jack-dorsey-block-buzz-team-chat-ai-agents-git
318•ryanmerket•16h ago•274 comments

Apple defeats liability for not scanning iCloud for CSAM

https://blog.ericgoldman.org/archives/2026/07/apple-defeats-liability-for-not-scanning-icloud-for...
413•speckx•19h ago•393 comments

It's a shame what's happened to radio

https://blog.jimgrey.net/2026/07/21/its-a-shame-whats-happened-to-radio-3/
109•sonicrocketman•10h ago•102 comments

LG to ban residential proxies from smart TV apps

https://krebsonsecurity.com/2026/07/lg-to-ban-residential-proxies-from-smart-tv-apps/
274•DemiGuru•8h ago•257 comments

ScreenWall – Turn old phones into synced widgets for your space

https://screenwall.app/
21•buibuibui•4d ago•5 comments

Map of the world's great castles and fortresses

https://thecastlemap.com/
258•marklit•17h ago•163 comments

Laguna S 2.1

https://poolside.ai/blog/introducing-laguna-s-2-1
318•rexledesma•16h ago•60 comments

Codeberg: ToU extension to prohibit LLM-extrusions

https://codeberg.org/Codeberg/org/pulls/1253
3•robin_reala•1h ago•1 comments

Gemini last models: temperature, top_p, and top_k are deprecated and ignored

https://ai.google.dev/gemini-api/docs/latest-model
88•greatgib•12h ago•27 comments

'VPNs are lawful technical tools,' says EU Court in landmark copyright ruling

https://www.techradar.com/vpn/vpn-privacy-security/vpns-are-lawful-technical-tools-says-eu-court-...
556•healsdata•14h ago•93 comments

Show HN: Justif – Knuth-Plass justification and microtypography for the web

https://justif.lyall.co/
156•lyall•4d ago•26 comments

My USB Drive Has a Hidden Encrypted Vault

https://rootkitlabs.com/2026/06/22/I%27m-Building-a-Secure-USB-Drive/
235•machinehum•2d ago•139 comments

I graded 36 popular MCP servers on agent usability. A third got a D or F

https://tengli.dev/posts/mcp-servers-failing-agents.html
11•tengbyte•4h ago•2 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.