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KV Cache Transform Coding for Compact Storage in LLM Inference

https://arxiv.org/abs/2511.01815
1•walterbell•1m ago•0 comments

A quantitative, multimodal wearable bioelectronic device for stress assessment

https://www.nature.com/articles/s41467-025-67747-9
1•PaulHoule•3m ago•0 comments

Why Big Tech Is Throwing Cash into India in Quest for AI Supremacy

https://www.wsj.com/world/india/why-big-tech-is-throwing-cash-into-india-in-quest-for-ai-supremac...
1•saikatsg•3m ago•0 comments

How to shoot yourself in the foot – 2026 edition

https://github.com/aweussom/HowToShootYourselfInTheFoot
1•aweussom•4m ago•0 comments

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
2•archb•6m ago•0 comments

From Human Thought to Machine Coordination

https://www.psychologytoday.com/us/blog/the-digital-self/202602/from-human-thought-to-machine-coo...
1•walterbell•6m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•7m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•7m ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•12m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
3•dragandj•14m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•14m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•16m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•17m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•17m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•19m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•20m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•20m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•21m ago•0 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•22m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•24m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•24m ago•0 comments

Autism Incidence in Girls and Boys May Be Nearly Equal, Study Suggests

https://www.medpagetoday.com/neurology/autism/119747
1•paulpauper•25m ago•0 comments

Wellness Hotels Discovery Application

https://aurio.place/
1•cherrylinedev•26m ago•1 comments

NASA delays moon rocket launch by a month after fuel leaks during test

https://www.theguardian.com/science/2026/feb/03/nasa-delays-moon-rocket-launch-month-fuel-leaks-a...
1•mooreds•26m ago•0 comments

Sebastian Galiani on the Marginal Revolution

https://marginalrevolution.com/marginalrevolution/2026/02/sebastian-galiani-on-the-marginal-revol...
2•paulpauper•30m ago•0 comments

Ask HN: Are we at the point where software can improve itself?

1•ManuelKiessling•30m ago•2 comments

Binance Gives Trump Family's Crypto Firm a Leg Up

https://www.nytimes.com/2026/02/07/business/binance-trump-crypto.html
1•paulpauper•30m ago•1 comments

Reverse engineering Chinese 'shit-program' for absolute glory: R/ClaudeCode

https://old.reddit.com/r/ClaudeCode/comments/1qy5l0n/reverse_engineering_chinese_shitprogram_for/
1•edward•30m ago•0 comments

Indian Culture

https://indianculture.gov.in/
1•saikatsg•33m ago•0 comments

Show HN: Maravel-Framework 10.61 prevents circular dependency

https://marius-ciclistu.medium.com/maravel-framework-10-61-0-prevents-circular-dependency-cdb5d25...
1•marius-ciclistu•33m ago•0 comments
Open in hackernews

An initial investigation into WDDM on ReactOS

https://reactos.org/blogs/investigating-wddm/
101•LorenDB•3mo ago

Comments

modeless•3mo ago
WDDM is one of the best and most underappreciated parts of Windows IMO. GPU drivers work better on Windows than on any other platform (including macOS with third party GPUs). An embarrassingly large percentage of my problems with Linux over the years can be traced to graphics driver problems that a better driver model could have fixed.

DWM is also an unsung hero of the Windows graphics stack that isn't equalled elsewhere.

baq•3mo ago
This is true.

Microsoft and GPU companies (nvidia, amd, intel mostly, but there obviously were many others) collectively spent literally billions (not a typo - think about the engineer-hours on these multi-million-LOC code bases) on getting the windows graphics driver model mostly right. The amount of tooling is staggering and the fact that a crash in the driver most of the time just causes the screen to blink for a second instead of a bsod is amazing.

Rohansi•3mo ago
https://www.yosoygames.com.ar/wp/2015/09/maybe-its-time-to-t... (2015)

Still seems very relevant.

kokada•3mo ago
I am not sure if this is relevant because most of the things listed there are not problems anymore. X11 is mostly replaced with Wayland, VSync generally just works, we have lightweight Compositors now. Heck, the other day I was messing with VFIO and for some reason the early GPU grab didn't work, so my system booted in the external GPU instead of the internal GPU, but after booting my VM KDE just flashed because my external GPU was gone but everything went back working without a need for relogin.

I am not sure about security or how easy it is to hang the system though, I assume those are still true.

kaszanka•3mo ago
> after booting my VM KDE just flashed because my external GPU was gone but everything went back working without a need for relogin.

What GPU are you using and how did you configure this, if you don't mind me asking? On my end I just can't unload the driver for it if I let KDE start with the external GPU available.

kokada•3mo ago
A Sapphire Radeon 9070 as the external GPU and a Ryzen 7 7600 as the integrated GPU. But I don't recommend this particular model for the 9070 if you want to do VFIO, it has the infamous reset bug so after booting the VM once I can't use the external GPU anymore unless I restart the machine. Also I never got the VFIO completely working, I could pass the GPU to the VM but the VM could not find the GPU (e.g., the AMD drivers said "no GPU found" while running the installer).
kokada•3mo ago
Actually, now that I think about this could be that my system is set to autologin (I am using Jovian-NixOS to get a almost SteamOS experience), so maybe this is not KDE being smart and could just be that it crashed and the system automatically login again. So yes, maybe this doesn't work.
kykat•3mo ago
Always happy to see reactos news!
mschuster91•3mo ago
What I don't really get about ReactOS is... why did they not go for the route of focusing on getting the Windows binary compatibility layer for drivers working first? I 'member some horrible WINE plus other stuff layer for NDIS network drivers to be used on Linux, so the theory should work out.

That way, they could have used allll the existing Windows drivers there are, by prompting the user to insert a legitimate Windows CD to pull them from (similar to how OpenTTD or Doom ask for the original asset files) they wouldn't need to take care of copyright as well...

restalis•3mo ago
Most likely, it didn't happen (yet) due to kernel related stuff being still actively worked on¹ and (more importantly) due to a shortage of developers willing and capable to tackle that kind of challenge.

¹ At the time of this writing, there are open PRs like this one: https://github.com/reactos/reactos/pull/8422

snvzz•3mo ago
Stable driver APIs is the way to go.

And fortunately every upcoming alternative has them; Genode, LionsOS, Redox and so on.

cestith•3mo ago
Thanks for mentioning LionsOS. It and Kitty definitely look like they could use a closer look.
rep_lodsb•3mo ago
Confusingly written article, to the point of being unreadable unless you already know exactly how graphics drivers in Windows work.

"WDDM is a major overhaul that shifts responsibility of managing the GPU away from Win32k and gives better control over the GPU to the driver vendor. Dxgkrnl.sys, the DirectX graphics driver, talks to a miniport driver to provide varying levels of WDDM interfaces."

"Officially starting with Windows 8, every GPU driver for the system had to be a WDDM driver. But all that was really dropped was the miniport driver."

"For WDDM, the communication back to the miniport driver is more direct."

So does the miniport driver exist in modern Windows at all (and is an essential part of how WDDM works), or was it dropped?