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My Fake AI Problem

https://mearsheimer.substack.com/p/my-fake-ai-problem
1•hackandthink•2m ago•0 comments

How Boredom, Not Fatigue, Ruins Most Workouts

https://www.vo2maxpro.com/blog/boredom-not-fatigue-ruins-workouts
1•GoodluckH•3m ago•0 comments

Trump shares video with racist clip depicting Obamas as apes

https://www.bbc.co.uk/news/articles/ce8r8y78g10o
2•only_in_america•4m ago•0 comments

Shannon – Autonomous AI Hacker

https://github.com/KeygraphHQ/shannon
1•charlieirish•4m ago•0 comments

Show HN: An external governance system for large AI-generated codebases coherent

https://github.com/altheahfy/AI_Controller
1•altheahfy•6m ago•1 comments

I just indexed agent skills so AI agents can discover them autonomously

https://www.skyll.app/
2•assafe•7m ago•2 comments

The Software Rout Is Spreading Pain to the Debt Markets

https://www.wsj.com/finance/investing/the-software-rout-is-spreading-pain-to-the-debt-markets-d6d...
1•JumpCrisscross•8m ago•0 comments

The unique characteristics of extraversion: A systematic review (2025)

https://www.sciencedirect.com/science/article/pii/S0361923025002667
1•wslh•8m ago•0 comments

Budget-Aware Agent Orchestration: Applying Rcpsp to Agentic Workflows

https://ncrmro.com/posts/budget-aware-agent-orchestration
1•ncrmro•9m ago•1 comments

Show HN: MoltVote – AI agents vote on polls, as themselves or as their humans

https://moltvote.ai
1•Xpolls•9m ago•1 comments

Show HN: ChunkHound local first codebase intelligence via MCP

https://chunkhound.github.io/
1•ofriw•9m ago•0 comments

Microsoft and Software Survival

https://stratechery.com/2026/microsoft-and-software-survival/
1•tosh•11m ago•0 comments

RISC-V Vector Primer

https://github.com/simplex-micro/riscv-vector-primer
1•mshockwave•11m ago•0 comments

Skidetica transforms emotion into a probability distribution, no user data

https://www.skidetica.com/manifesto
1•tracyrage•16m ago•0 comments

SMLL: Using 200MB of Neural Network to Save 400 Bytes

https://www.frankchiarulli.com/blog/smll/
1•fcjr•16m ago•0 comments

Meta-analysis claims statins are safer than previously thought

https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(25)01578-8/fulltext
1•brandonb•17m ago•0 comments

The Globalization of Canadian Rage

https://www.nytimes.com/2026/02/06/opinion/canada-america-anger-carney.html
1•Teever•17m ago•0 comments

WhatsApp Encryption, a Lawsuit, and a Lot of Noise

https://blog.cryptographyengineering.com/2026/02/02/whatsapp-encryption-a-lawsuit-and-a-lot-of-no...
1•lr0•19m ago•0 comments

I Spent 5 Years in DevOps. Solutions Engineering Gave Me What I Was Missing

https://infisical.com/blog/devops-to-solutions-engineering
1•vmatsiiako•20m ago•0 comments

Google has every advantage in AI. So why doesn't it lead?

1•HardCodedBias•21m ago•2 comments

Heroku is transitioning

https://twitter.com/heroku/status/2019788655095853479
6•tosh•21m ago•3 comments

How to fix your life in 1 day

https://letters.thedankoe.com/p/how-to-fix-your-entire-life-in-1
1•cachius•22m ago•0 comments

The Software Engineer's AI Contingency Plan

https://www.pizzaexperiments.com/2026/02/off-menu-software-engineers-ai.html
3•fairwarning•22m ago•1 comments

AI at Davos: Beyond the Model

https://14thesoul.substack.com/p/ai-at-davos-beyond-the-model
1•cafrealpao•22m ago•0 comments

How much "boilerplate tax" different languages have: a 400M LOC analysis

https://boyter.org/posts/boilerplate-tax-ranking-popular-languages-by-density/
1•lr0•25m ago•0 comments

Craft printing method makes affordable, realistic replicas as complex as a hand

https://techxplore.com/news/2026-01-craft-method-realistic-replicas-complex.html
1•PaulHoule•26m ago•0 comments

White House launches direct-to-consumer drug site TrumpRx

https://www.cnbc.com/2026/02/05/trump-rx-white-house-launches-direct-to-consumer-drug-site.html
10•geox•26m ago•6 comments

Prohibition worked better than you think (2019)

https://www.vox.com/the-highlight/2019/6/5/18518005/prohibition-alcohol-public-health-crime-benefits
1•DustinEchoes•28m ago•1 comments

A16Z Fellowship

1•BobbyKotick•29m ago•0 comments

Show HN: Daily-updated database of malicious browser extensions

https://github.com/toborrm9/malicious_extension_sentry
1•toborrm9•31m ago•2 comments
Open in hackernews

Microsoft open-sources LiteBox, a security-focused library OS

https://github.com/microsoft/litebox
118•aktau•1h ago

Comments

aktau•1h ago
From the GitHub page:

LiteBox is a sandboxing library OS that drastically cuts down the interface to the host, thereby reducing attack surface. It focuses on easy interop of various "North" shims and "South" platforms. LiteBox is designed for usage in both kernel and non-kernel scenarios.

LiteBox exposes a Rust-y nix/rustix-inspired "North" interface when it is provided a Platform interface at its "South". These interfaces allow for a wide variety of use-cases, easily allowing for connection between any of the North--South pairs.

Example use cases include:

  - Running unmodified Linux programs on Windows
  - Sandboxing Linux applications on Linux
  - Run programs on top of SEV SNP
  - Running OP-TEE programs on Linux
  - Running on LVBS
aktau•1h ago
More links with discussion:

Reddit discussion: https://www.reddit.com/r/linux/comments/1qw4r71/microsofts_n...

Project lead James Morris announcing it on social.kernel.org: https://social.kernel.org/notice/B2xBkzWsBX0NerohSC

xjamesmorris•15m ago
FYI, I am not the project lead for Litebox. It is led by Microsoft Research.
kvuj•1h ago
The cargo.lock file is 2200+ lines long. Did they spend a reasonable amount of time auditing these dependencies?
Andrex•1h ago
They ran it through Copilot which gave it the all-clear.
TheSilva•1h ago
Wow, very fun comment! Upvote AI bad!
shikon7•1h ago
What would be a reasonable amount of time to audit the dependencies?
kvuj•53m ago
I would let them decide based on their security policy.

If Microsoft states that they don't have any for a project like this, I would be wary of taking it too seriously.

adolph•1h ago

  grep 'name = ' ms-litebox-Cargo.lock | wc -l
     238
edit:

  grep 'name = ' ms-litebox-Cargo.lock | sort -u | wc -l
     221
dizhn•54m ago
I've always done 'sort | uniq'. Never bothered to check for the the unique flag to sort. Although 'uniq -c' is quite nice to have.

       -c, --count
              prefix lines by the number of occurrences
adolph•50m ago
Yeah, to see the packages with multiple versions:

  grep 'name = ' ms-litebox-Cargo.lock | sort | uniq -c | grep -v '1 name' | sort -n
Package windows-sys has the highest number of versions included, 3: 0.59.0, 0.60.2, and 0.61.2.

Edit: Also, beware of the unsorted uniq count:

  cat <<EOF | uniq -c
  > a
  > a
  > b
  > a
  > a
  > EOF
   2 a
   1 b
   2 a
dundarious•42m ago
grey -v '1 name' excludes 11, 21, etc., but I take your point.
CodesInChaos•48m ago
That's 238 dependencies (counting multiple versions of the same crate).

* Many of them are part of families of crates maintained by the same people (e.g. rust-crypto, windows, rand or regex).

* Most of them are popular crates I'm familiar with.

* Several are only needed to support old compiler versions and can be removed once the MSRV is raised

So it's not as bad as it looks at first glance.

jrm4•42m ago
Given, you know, Microsoft, I'd demand proof even if they said they did.
anon291•1h ago
A library os to me would typically mean it's aimed at hosting a single user program on bare hardware. I don't see that here, but maybe I'm just confused
richardlblair•43m ago
The reddit conversation seems to allude to you being correct.
bri3d•5m ago
It's both; it's aimed at hosting a single user program on another userspace, but also seems to have its own kernel as well?

The "North" part seems to be what I think you'd traditionally think of as a library OS, and then the "South" part seems to be shims to use various userlands and TEEs as the host (rather than the bare hardware in your example).

I'm really confused by the complete lack of documentation and examples, though. https://github.com/microsoft/litebox/pull/491 seems like it would get closer; it looks like it's a test harness that would compile TAs to run on qemu.

ukuina•1h ago
No deployment instructions?
PunchyHamster•1h ago
What % of it is vibe-coded in copilot ?
RoyTyrell•1h ago
Just assume the only thing a human did was name write the initial prompt.
portly•27m ago
I read this type of (sour) comment more and more on this forum. To me it reads very cynical and I wonder what the author is trying to say with this. Are you perhaps negatively impacted by automatic coding?
blibble•9m ago
we are ALL negatively impacted by generative excrement

I have to use Windows at my day job

and my god, I'd prefer Windows 3.1

CasualSuperman•1h ago
With how buggy their flagship OS has become, why would I trust anything else they release to be better? Or even if it does work well now, why should I expect it to stay that way? Microsoft has burned through all possible goodwill at this point, at least for me.
rafram•54m ago
This isn't supposed to replace Windows, and it isn't a GUI desktop operating system at all. I doubt anyone working on this has anything to do with the modern Windows desktop UX.
hudo•50m ago
UI of Windows is buggy and inconsistent. Kernel and low level stuff are actually very stable and good.
joe_mamba•46m ago
>Kernel and low level stuff are actually very stable and good.

This. A while ago a build of Win 11 was shared/leaked that was tailored for the Chinese government called "Windows G" and it had all the ads, games, telemetry, anti-malware and other bullshit removed and it flew on 4GB RAM. So Microsoft CAN DO IT, if they actually want to, they just don't want to for users.

You can get something similar yourself at home running all the debloat tools out there but since they're not officially supported, either you'll break future windows updates, or the future windows updates will break your setup, so it's not worth it.

TkTech•39m ago
Is this not just Windows LTSB/LTSC? Which has been a thing forever.
joe_mamba•35m ago
Maybe, could also be that for a 9 figure government contract they'll provide a custom LTSC branch just for you with only the features you want.
sscarduzio•1h ago
Can it replace Wine to run Windows apps on Linux?
marklar423•36m ago
IIUC, if you have the source you can recompile said Windows app with LiteBox to statically link in the Windows OS kernel dependencies, so it'll run on any compatible processor regardless of OS (since it won't be making syscalls anymore). It's a unikernel basically.

That's the theory, but I don't know how far LiteBox is along to supporting that workflow.

johannes1234321•8m ago
They say

> It focuses on easy interop of various "North" shims and "South" platforms.

For replacing wine on Linux the "North" would be kernel32 API or similar, the "South" would be Linux sys all API.

However this is meant as a library, thus require linking the Windows program to it and eine is more than the system interface, it has all the GUI parts etc of win32 API

cbondurant•59m ago
at first I thought library OS might have meant an OS meant for use at a library.

Honestly far less interesting to know I was wrong.

KPGv2•4m ago
yeah, same here, I was like "wow what an interesting side to their business, a whole operating system intended to serve public and academic libraries!"
loufe•43m ago
The lack of integrated sandboxing in windows compared to android/iphone is still frankly unacceptable. I've become increasingly paranoid about running any application on Windows (not that your average linux distro is even remotely better) and yet Apple and Google seem to be far, far ahead in user permissions (especially with GrapheneOS, god bless that team) and isolation of processes.

Consumers and businesses deserve better. It's crazy to me that in 2026 Notepad++ being compromised means as much potential damage as it does, still.

digiown•36m ago
The sandboxing on mobile platforms puts the OS vendor in a special position to enforce a monopoly on apps and features. Apple enforces it aggressively, while Google only reluctantly so far. It also prevents the user from exerting full control of the system. Apple does it by locking things down directly, while Google punishes you for owning your devices with attestation.

There has to be a better way. I think Linux's flatpak is a reasonable approach here, although the execution might be rather poor. I want a basic set of trusted tool that I can do anything with, and run less trusted tools like GUI programs in sandboxes with limited filesystem access.

wat10000•26m ago
Those are policy decisions not really connected to the sandboxing technology. They control what sort of signing the system will accept and make it so that it only runs things they approve, and they only approve things that are sandboxed a certain way. The exact same sandboxing could be used with a system where an admin user can decide what gets to run and what kind of sandboxing is required for each thing.
gdevenyi•34m ago
What is a 'library OS'?
zamadatix•27m ago
https://en.wikipedia.org/wiki/Operating_system#Library
charles_f•26m ago
I think that's an OS in the form of a library, like Wine for example. From what I get from the description it allows you to run programs on your real OS and make it see a cut down API to your actual system to reduce the attack surface.
bri3d•17m ago
It's a library that is linked to in place of an operating system - so whatever interface the OS provided (syscalls+ioctls, SMC methods, etc.) ends up linked / compiled into the application directly, and the "external interface" of the application becomes something different.

This is how most unikernels work; the "OS" is linked directly into the application's address space and the "external interface" becomes either hardware access or hypercalls.

Wine is also arguably a form of "library OS," for example (although it goes deeper than the most strict definition by also re-implementing a lot of the userland libraries).

So for example with this project, you could take a Linux application's codebase, recompile it linked to LiteBox, and run it on SEV-SNP. Or take an OP-TEE TA, link it to LiteBox, and run it on Linux.

The notable thing here is that it tries to cut the interface in the middle down to an intermediate representation that's supposed to be sandbox-able - ie, instead of auditing and limiting hundreds of POSIX syscalls like you might with a traditional kernel capabilities system, you're supposed to be able to control access to just a few primitives that they're condensed down to in the middle.

tombert•33m ago
I’m not sure I understand what a library OS is; can someone here elaborate?
greatgib•23m ago
My understanding of this is that it is a sandbox. Providing a common interface like if it was an OS for the program to run inside, but avoiding the program to use the OS directly.

What is unclear is if it uses its own common ABI or if you use the one of the host os. I don't know why but from the project description I have a little bit of feeling that this is another vibe coded project.

wrs•12m ago
A library OS is an OS that is linked directly to your program instead of being a separate program accessed through a syscall to kernel mode. About the same as a “unikernel”, but a more recent term.

Basically it lets your program run directly on a hypervisor VM, though this one will also run as a Linux/Windows/BSD process.

hypfer•30m ago
"We did not find any viable commercial use for it, but maybe you will."
burnermore•29m ago
Baaah! Microsoft, security-focused in a single sentence!
bendover690•15m ago
Cool
throwoutway•7m ago
No mention of starting with a design specification & then tied to formal verification the whole way?

It sounds interesting and a step forward (never heard of library Os itll now), but why won't this run into hundreds of the same security bugs that plague Windows if it's not spec'd and verified?

anon291•4m ago
People seem to believe writing things in rust means it's correct.
R_Spaghetti•5m ago
I'm not sure whether Microsoft, the makers of Windows 95 (after which I stopped taking them seriously), are the sharpest tool in the box when it comes to security.