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GPTZero finds 100 new hallucinations in NeurIPS 2025 accepted papers

https://gptzero.me/news/neurips/
248•segmenta•1h ago•139 comments

In Europe, Wind and Solar Overtake Fossil Fuels

https://e360.yale.edu/digest/europe-wind-solar-fossil-fuels
218•speckx•2h ago•158 comments

Qwen3-TTS Family Is Now Open Sourced: Voice Design, Clone, and Generation

https://qwen.ai/blog?id=qwen3tts-0115
148•Palmik•3h ago•25 comments

Tree-sitter vs. Language Servers

https://lambdaland.org/posts/2026-01-21_tree-sitter_vs_lsp/
92•ashton314•2h ago•27 comments

Design Thinking Books You Must Read

https://www.designorate.com/design-thinking-books/
187•rrm1977•5h ago•83 comments

AnswerThis (YC F25) Is Hiring

https://www.ycombinator.com/companies/answerthis/jobs/r5VHmSC-ai-agent-orchestration
1•ayush4921•10m ago

Launch HN: Constellation Space (YC W26) – AI for satellite mission assurance

https://constellation-io.com/
3•kmajid•8m ago•0 comments

It looks like the status/need-triage label was removed

https://github.com/google-gemini/gemini-cli/issues/16728
27•nickswalker•1h ago•6 comments

Show HN: isometric.nyc – giant isometric pixel art map of NYC

https://cannoneyed.com/isometric-nyc/
12•cannoneyed•19m ago•1 comments

ISO PDF spec is getting Brotli – ~20 % smaller documents with no quality loss

https://pdfa.org/want-to-make-your-pdfs-20-smaller-for-free/
86•whizzx•6h ago•36 comments

Ubisoft cancels six games including Prince of Persia and closes studios

https://www.bbc.co.uk/news/articles/c6200g826d2o
46•piqufoh•42m ago•23 comments

30 Years of ReactOS

https://reactos.org/blogs/30yrs-of-ros/
147•Mark_Jansen•9h ago•75 comments

Show HN: Sweep, Open-weights 1.5B model for next-edit autocomplete

https://huggingface.co/sweepai/sweep-next-edit-1.5B
466•williamzeng0•17h ago•90 comments

Joe Armstrong and Jeremy Ruston – Intertwingling the Tiddlywiki with Erlang [video]

https://www.youtube.com/watch?v=Uv1UfLPK7_Q
15•kerim-ca•2d ago•0 comments

We will ban you and ridicule you in public if you waste our time on crap reports

https://curl.se/.well-known/security.txt
738•latexr•6h ago•440 comments

Doctors in Brazil using tilapia fish skin to treat burn victims

https://www.pbs.org/newshour/health/brazilian-city-uses-tilapia-fish-skin-treat-burn-victims
218•kaycebasques•11h ago•71 comments

Miami, Your Waymo Ride Is Ready

https://waymo.com/blog/2026/01/miami-your-waymo-ride-is-ready
5•ChrisArchitect•44m ago•2 comments

Your brain on ChatGPT: Accumulation of cognitive debt when using an AI assistant

https://www.media.mit.edu/publications/your-brain-on-chatgpt/
467•misswaterfairy•18h ago•339 comments

Show HN: Interactive physics simulations I built while teaching my daughter

https://www.projectlumen.app/
39•anticlickwise•3d ago•4 comments

In Praise of APL (1977)

https://www.jsoftware.com/papers/perlis77.htm
73•tosh•8h ago•41 comments

Douglas Adams on the English–American cultural divide over "heroes"

https://shreevatsa.net/post/douglas-adams-cultural-divide/
240•speckx•3h ago•236 comments

Pragmatic Bitmap Filters in Microsoft SQL Server

https://www.vldb.org/cidrdb/2026/i-cant-believe-its-not-yannakakis-pragmatic-bitmap-filters-in-mi...
4•tanelpoder•5d ago•0 comments

Threat actors expand abuse of Microsoft Visual Studio Code

https://www.jamf.com/blog/threat-actors-expand-abuse-of-visual-studio-code/
241•vinnyglennon•16h ago•245 comments

eBay explicitly bans AI "buy for me" agents in user agreement update

https://www.valueaddedresource.net/ebay-bans-ai-agents-updates-arbitration-user-agreement-feb-2026/
255•bdcravens•20h ago•271 comments

Meet the Alaska Student Arrested for Eating an AI Art Exhibit

https://www.thenation.com/article/society/alaska-student-arrested-eating-ai-art-exhibit/
69•petethomas•2h ago•30 comments

Claude's new constitution

https://www.anthropic.com/news/claude-new-constitution
531•meetpateltech•1d ago•620 comments

Waiting for dawn in search: Search index, Google rulings and impact on Kagi

https://blog.kagi.com/waiting-dawn-search
410•josephwegner•23h ago•228 comments

The Science of Life and Death in Mary Shelley's Frankenstein

https://publicdomainreview.org/essay/the-science-of-life-and-death-in-mary-shelleys-frankenstein/
13•Anon84•5d ago•1 comments

Hands-On Introduction to Unikernels

https://labs.iximiuz.com/tutorials/unikernels-intro-93976514
97•valyala•5d ago•32 comments

Gathering Linux Syscall Numbers in a C Table

https://t-cadet.github.io/programming-wisdom/#2026-01-17-gathering-linux-syscall-numbers
81•phi-system•5d ago•34 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•8mo ago

Comments

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