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Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory

https://github.com/localgpt-app/localgpt
59•yi_wang•2h ago•22 comments

SectorC: A C Compiler in 512 bytes (2023)

https://xorvoid.com/sectorc.html
231•valyala•10h ago•44 comments

Haskell for all: Beyond agentic coding

https://haskellforall.com/2026/02/beyond-agentic-coding
19•RebelPotato•2h ago•3 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
141•surprisetalk•9h ago•144 comments

Software factories and the agentic moment

https://factory.strongdm.ai/
174•mellosouls•12h ago•332 comments

Brookhaven Lab's RHIC concludes 25-year run with final collisions

https://www.hpcwire.com/off-the-wire/brookhaven-labs-rhic-concludes-25-year-run-with-final-collis...
59•gnufx•8h ago•55 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
151•vinhnx•13h ago•16 comments

Hoot: Scheme on WebAssembly

https://www.spritely.institute/hoot/
172•AlexeyBrin•15h ago•31 comments

First Proof

https://arxiv.org/abs/2602.05192
121•samasblack•12h ago•74 comments

IBM Beam Spring: The Ultimate Retro Keyboard

https://www.rs-online.com/designspark/ibm-beam-spring-the-ultimate-retro-keyboard
15•rbanffy•4d ago•4 comments

Vocal Guide – belt sing without killing yourself

https://jesperordrup.github.io/vocal-guide/
296•jesperordrup•20h ago•95 comments

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

https://github.com/Momciloo/fun-with-clip-path
68•momciloo•10h ago•13 comments

FDA intends to take action against non-FDA-approved GLP-1 drugs

https://www.fda.gov/news-events/press-announcements/fda-intends-take-action-against-non-fda-appro...
94•randycupertino•5h ago•206 comments

LLMs as the new high level language

https://federicopereiro.com/llm-high/
38•swah•4d ago•80 comments

Al Lowe on model trains, funny deaths and working with Disney

https://spillhistorie.no/2026/02/06/interview-with-sierra-veteran-al-lowe/
96•thelok•12h ago•21 comments

Show HN: Axiomeer – An open marketplace for AI agents

https://github.com/ujjwalredd/Axiomeer
7•ujjwalreddyks•5d ago•2 comments

Start all of your commands with a comma (2009)

https://rhodesmill.org/brandon/2009/commands-with-comma/
565•theblazehen•3d ago•206 comments

Show HN: A luma dependent chroma compression algorithm (image compression)

https://www.bitsnbites.eu/a-spatial-domain-variable-block-size-luma-dependent-chroma-compression-...
34•mbitsnbites•3d ago•2 comments

The AI boom is causing shortages everywhere else

https://www.washingtonpost.com/technology/2026/02/07/ai-spending-economy-shortages/
283•1vuio0pswjnm7•16h ago•462 comments

GitBlack: Tracing America's Foundation

https://gitblack.vercel.app/
25•martialg•5h ago•4 comments

Microsoft account bugs locked me out of Notepad – Are thin clients ruining PCs?

https://www.windowscentral.com/microsoft/windows-11/windows-locked-me-out-of-notepad-is-the-thin-...
122•josephcsible•8h ago•153 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
32•chwtutha•48m ago•6 comments

I write games in C (yes, C) (2016)

https://jonathanwhiting.com/writing/blog/games_in_c/
179•valyala•10h ago•165 comments

The silent death of good code

https://amit.prasad.me/blog/rip-good-code
77•amitprasad•4h ago•76 comments

The F Word

http://muratbuffalo.blogspot.com/2026/02/friction.html
108•zdw•3d ago•54 comments

Selection rather than prediction

https://voratiq.com/blog/selection-rather-than-prediction/
28•languid-photic•4d ago•9 comments

Reinforcement Learning from Human Feedback

https://rlhfbook.com/
115•onurkanbkrc•15h ago•5 comments

OpenCiv3: Open-source, cross-platform reimagining of Civilization III

https://openciv3.org/
899•klaussilveira•1d ago•275 comments

Learning from context is harder than we thought

https://hy.tencent.com/research/100025?langVersion=en
224•limoce•4d ago•124 comments

Where did all the starships go?

https://www.datawrapper.de/blog/science-fiction-decline
140•speckx•4d ago•218 comments
Open in hackernews

NT OS Kernel Information Disclosure Vulnerability

https://www.crowdfense.com/nt-os-kernel-information-disclosure-vulnerability-cve-2025-53136/
145•voidsec•4mo ago

Comments

Jare•4mo ago
I went to check when the bug had been patched, and was left wanting. I however lack the expertise to really appreciate how much danger exists in practice, or for whom. I just know I do have Win11 24H2 and "This leak primitive is particularly useful for Windows versions 24H2 or later"
Ethee•4mo ago
If you follow the CVE link included: https://msrc.microsoft.com/update-guide/vulnerability/CVE-20...

It would seem this was patched in the Aug 12 security patch rollout.

Jare•4mo ago
Wow thanks! I didn't even realize that was a link, it looks like just any other bold text in the page. It's weird this page would be published in Sept (if I understand correctly) and not mention the patch, but in any case that's good.
MattSteelblade•4mo ago
This type of exploit is useful as part of a chain of exploits; it defeats a defense-in-depth protection.
twoodfin•4mo ago
Specifically, it leaks a kernel address inside a security-sensitive structure, which is supposed to be unpredictable / unknowable because the layout of kernel memory is randomized.

If you have another exploit that will write bytes under the attacker’s control to an attacker-supplied kernel address, you will be able to do the Windows equivalent of escalate to root.

bri3d•4mo ago
The information leak in this bug is particularly useful for Windows 24H2 and later only because _prior_ to 24H2, there were immensely simpler methods that made the protection this bypasses (KASLR) completely useless anyway. And KASLR is still mostly useless due to the prefetch exploit linked elsewhere in the thread.

So, it's not that this bug is a _bigger_ problem on Win11 24H2, it's that there were so many _other_ problems prior to Win11 24H2 that nobody would bother with this bug in the first place. You have nothing to worry about from being on Win11 24H2 specifically when it comes to this bug.

And:

This is an information leak bug. No danger exists in practice for anyone from this bug alone. It erodes one very weak layer to a defense-in-depth strategy. It could have been used as part of a chain of exploits to provide the attacker with information (the kernel slide) that they needed, but it just provides a meaningless memory address on its own.

KyleBerezin•4mo ago
I find myself thinking "wow, what an obvious bug. How did Microsoft not catch that?" but then I think back to some of my own extremely obvious bugs. Thankfully my code is much lower impact.
btreecat•4mo ago
I still think of the lessons learned from a root traverse bug I accidentally coded into one of our internal apps as a jr dev.

You could change the URL of the image, and get any file off the system to download as long as the service account had read access.

Invaluable XP, and really glad everything was behind AD authentication and internal users were trustworthy enough and operating in a network isolated context.

globular-toast•4mo ago
Yeah, having learnt very similar (if not the same) lessons myself the hard way I see great value in being able to fail badly, but with low stakes. I catch loads of bugs like these from jrs before they hit prod but I don't feel like they're learning the fundamentals of security like trust, sanitising inputs, least privilege etc.
lawlessone•4mo ago
sounds like how wordpress used to be. could explore all the folders and get any file of site with something like website.com/content/2010/
privatelypublic•4mo ago
That would be an incorrectly configured http server. Not wordpress.

Things used to be distributed with .htaccess files, but only apache uses them and so that got offloaded on "blame the admin for not following documentation." Forgetting that nobody ever adds such to the docs.

DaiPlusPlus•4mo ago
> That would be an incorrectly configured http server. Not wordpress.

Nah, it's WordPress, or more specifically: the sorry state of its community plugins.

lysace•4mo ago
Random: Perhaps that full source code leak in 2004 actually helped harden the kernel, long term?

https://betanews.com/2004/02/13/windows-source-leak-traces-b...

p_ing•4mo ago
KASLR was not present in Windows 2000, which is what this vulnerability breaks through.
lysace•4mo ago
That’s one vulnerability.
p_ing•4mo ago
Lol yep.

I mean, it wasn't like the address space was all that large back then, anyhow.

lysace•4mo ago
Trolol?

How much of the core parts of the kernel do you think have been rewritten since?

p_ing•4mo ago
There was a large effort either right before or after Server 2003 to harden the Windows codebase as a whole.

Certainly it hasn't been 100% rewritten, that'd make no sense. But I'm not going to guess how much of it /has/ been rewritten because like you guessing, it'd be an uneducated one.

DaiPlusPlus•4mo ago
> How much of the core parts of the kernel do you think have been rewritten since?

Does refactoring count as rewriting, though?

I've poked-around the NT kernels for XP, XPx64, Vista, 7 SP1, and Win10 22H2[1] in Ghidra as part of a personal quest to find out why my Intel motherboard's XHCI (USB) controller drops random mouse HID packets, and even though the overall structure noticeably changes between releases after zooming-in I'll eventually find the same familiar blocks of code or patterns-of-blocks-of-code all referencing each other like before... just with even more new layers of indirection added in each Windows release.

A good example of this is to compare the disassembly for ntosknrl before - and after - Microsoft added Virtualization-based-security and "Virtual Trust Levels" to the kernel (I forget the exact version, but I think sometime in 2017?): prior to that, Windows' kernel-mode handling of its USER-component's hardware IO (mouse, keyboard, etc) was still fairly recognizable compared to even Windows XP; but post-VTL I saw how the "useful" program-code for processing local user input is wrapped in massive amounts of redirection back-and-forth through the hypervisor when VTL is enabled - it left me feeling like they moved a mountain just for this one single, Enterprise-y, feature while accepting the runtime overhead of all the extra branches and virtual-calls going on (which are trivial and of no consequence on modern hardware); so while I can't fault anyone at MS on the kernel team for their approach, it's a reminder that progress does not come cheap - or without compromises.

I wonder if Microsoft wrapped all the indirection gubbins in #ifdefs to elide it all from their gaming-edition build of Windows 11 for their Steamdeck compete ("ROG Xbox Ally") - I'd like to poke around that OS at some point to see (or maybe they've gone all-in on hypervisor-based security because that's how the Xbox now works?)

[1] Remember kids, keep your own backups of pdb symbols! Microsoft doesn't offer ISO downloads of PDBs to match your install media; now they're all download-on-demand with no guarantees of future availability of symbols for any binaries shipping today: it means debug symbols are now ephemeral and will be highly treasured by collectors in the distant future.

lysace•4mo ago
> I'll eventually find the same familiar blocks of code or patterns-of-blocks-of-code all referencing each other like before... just with even more new layers of indirection added in each Windows release.

Thanks for the confirmation. Realistically this is to be expected for a codebase like this.

mkolassa•4mo ago
It’s interesting that the KB that patches this on Windows 11 (KB5063878) is the same one that was tied up in all the Phison SSD drama.
p_ing•4mo ago
1) Those patches address a wide range of issues, from bug fixes to feature additions, to security fixes. This is uninteresting.

2) The issue had nothing to do with the patch. It was a coincidence.

shakna•4mo ago
It is interesting, that the bundling of updates has accidentally caused a problem.

a) People avoiding the update because one part causes problems

b) A security fix they probably need is only in that update

p_ing•4mo ago
The update did not cause a problem with SSDs.
shakna•4mo ago
Whether or not it was real, it reinforces behaviour like [0].

And dealing with that, is a topic of conversation.

[0] https://news.ycombinator.com/item?id=45050665

anematode•4mo ago
KASLR is broken anyway, at least on x86, even with KPTI (a Linux feature to mitigate Meltdown) enabled. See https://www.willsroot.io/2022/12/entrybleed.html, which still runs fine (with some modifications depending on the microarchitecture) on the latest AMD and Intel hardware that we've checked.
bri3d•4mo ago
In addition to the original EntryBleed article, https://exploits.forsale/24h2-nt-exploit/ and the corresponding https://github.com/exploits-forsale/prefetch-tool are useful for understanding the same exploit on Windows (which works the exact same way, of course).
eigenform•4mo ago
(Sorry for the self-plug but) I also wrote a bit about the behavior of PREFETCH recently in case anyone is interested in this sort of thing. See this example (for Linux on AMD):

https://github.com/eigenform/perfect/blob/e5da0c693ba5d1b654...

.. and here's another example in the case of EntryBleed:

https://github.com/eigenform/perfect/blob/e5da0c693ba5d1b654...

bjackman•4mo ago
Yeah, there are so many ways to defeat KASLR. We need to treat the randomisation as a road bump, not a mitigation.

Serious red team reports will just have a brief section like "then, we defeat KASLR with [technique]. Next..."

jcalvinowens•4mo ago
It still has some benefit: there's randomization within the kernel, knowing the base isn't always enough.
dcrazy•4mo ago
I can’t find any mention online of the `SystemTokenInformation` enum member outside of this article, even in this otherwise very comprehensive collection of documented and undocumented values: https://www.geoffchappell.com/studies/windows/km/ntoskrnl/ap...

Seems like SystemTokenInformation might be a very new addition, possibly even Windows 11 only?

musjleman•4mo ago
I'm pretty sure it's just a small mistake in the article on the exact syscall used to query the token information.

Checked a kernel from November 2024 vs a current one and from I can tell, this used to be the actual mechanism the exploit worked:

  Thread #1 looping
    NtQueryInformationToken(TokenAccessInformation, InfoBuffer);
  
  Thread #2 looping
    Ptr = *(InfoBuffer + SidHashOffset);
    if (IsValidCanonicalKernelPtr(Ptr))
      done
voidsec•4mo ago
Sorry, the article was fixed with the right class and syscall names; somehow, it slipped past review.