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Training a 4B model to produce 81% faster query plans than Postgres

https://rohanbansal.com/qorl
339•polyphilz•4h ago•66 comments

Breaking the 1.58-bit Barrier for Ternary LLMs

https://arxiv.org/abs/2609.16338
101•matt_d•2h ago•9 comments

Nvidia announces native GPU programming in Rust

https://developer.nvidia.com/blog/introducing-cuda-rust-two-tracks-for-writing-gpu-kernels/
94•nonmaskable•12h ago•37 comments

Xiaomi Mimo 2.6 live post-training dashboard

https://mimo.xiaomi.com/rl/
188•krackers•3h ago•51 comments

Backups Aren't Simple

https://filipovski.net/2026/09/16/backups-arent-simple.html
30•afilipovski•3h ago•9 comments

Small programming tricks

https://will-keleher.com/posts/small-programming-tricks-matter/
352•signa11•7h ago•173 comments

OpenSpec – A lightweight and configurable AI spec framework

https://openspec.dev/
15•etoxin•30m ago•1 comments

The engineering behind the US Strategic Petroleum Reserve

https://johnjwang.com/post/2026/09/15/engineering-behind-us-strategic-petroleum-reserve
42•johnjwang•1d ago•3 comments

Reversing Factorio's RNG

https://gegell.github.io/posts/factorio-rng/
110•jheitmann•4d ago•11 comments

Performance Improvements in .NET 11

https://devblogs.microsoft.com/dotnet/performance-improvements-in-net-11/
121•soheilpro•1d ago•21 comments

AWS says it can't restore some data from mideast facilities struck by Iran

https://www.wsj.com/world/middle-east/aws-says-it-cant-restore-some-data-from-mideast-facilities-...
168•berkeleyjunk•1d ago•138 comments

Australia says it could follow Canada in forging deeper ties with EU

https://www.independent.co.uk/news/world/australasia/canda-eu-membership-australia-us-trade-b3050...
28•doener•40m ago•2 comments

Accurate Models of AMD Matrix Cores

https://arxiv.org/abs/2609.14845
50•matt_d•4h ago•6 comments

Reverse-engineered Jev-like model

https://github.com/vinnylarouge/jevlike
46•rochansinha•4h ago•7 comments

Japan's book scene is moving from bookstores to libraries

https://untranslatedjp.substack.com/p/japans-book-scene-is-quietly-moving
70•herbertl•4d ago•25 comments

How good are frontier models at physics?

https://arxiv.org/abs/2609.13009
58•qt31415926•4h ago•25 comments

Show HN: An e-ink frame that hears birds and draws them as 1800s illustrations

https://github.com/arnegiacomo/fugleramme
2044•arnemunthekaas•1d ago•236 comments

Mistral X Mozilla: Private, Multilingual AI Browsing

https://mistral.ai/news/mistral-x-mozilla/
516•vertigoruntime•15h ago•182 comments

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

https://arxiv.org/abs/2609.14858
177•bananaflag•9h ago•49 comments

Anatomy of a Texture

https://agentlien.github.io/texture/
69•Agentlien•9h ago•12 comments

Anecdotally, programmers dislike "reduce"

https://evanhahn.com/posts/2026-09-13-programmers-dislike-reduce/
71•vinhnx•2d ago•123 comments

WalShadow: Sub-second Postgres replication to ClickHouse from physical WAL

https://clickhouse.com/blog/introducing-walshadow
33•spathak•5d ago•5 comments

Training Text-to-Image Models 3.6× Faster

https://www.linum.ai/field-notes/jit-ddt
24•schopra909•6h ago•1 comments

Hackers Got Inside a Flock Camera

https://www.wired.com/story/hackers-flock-camera-data-shows-how-system-works/
438•driverdan•10h ago•208 comments

Vectorized and performance-portable Quicksort (2022)

https://opensource.googleblog.com/2022/06/Vectorized%20and%20performance%20portable%20Quicksort.html
160•mococa•5h ago•25 comments

Why Does the Universe Expand?

https://cosmicave.org/2026/09/15/why-does-the-universe-expand/
10•the__alchemist•3h ago•1 comments

The DeepMind Institute

https://institute.deepmind.com/
129•vertigoruntime•9h ago•42 comments

I replaced my brown-noise browser tab with a menu bar app

https://oldmanrahul.com/2026/09/14/hush/
10•oldmanrahul•10h ago•0 comments

Kyber (YC W23) Is Hiring a Forward Deployed Engineer

https://www.ycombinator.com/companies/kyber/jobs/eturrAR-forward-deployed-engineer
1•asontha•11h ago

Destroy After Reading: photocopiers,cheap paper and DIY gave metal it's look

https://www.truegrittexturesupply.com/blogs/news/destroy-after-reading
5•pigeons•2d ago•1 comments
Open in hackernews

Armbian Updates: OMV support, boot improvents, Rockchip optimizations

https://www.armbian.com/newsflash/armbian-updates-nas-support-lands-boot-systems-improve-and-rockchip-optimizations-arrive/
74•transpute•1y ago

Comments

proxysna•1y ago
Armbian is an exceptional project, even if the support might be uneven in some places, being able to roll out the same OS across almost every SBC i have is an absolute game changer. If there is support, Armbian is worth trying 100% of the time.

Edit: Also if you don't like/want Ubuntu/Debian their build documentation is pretty great.

dima55•1y ago
Their website doesn't answer the obvious question: what is it, and how is it different from vanilla debian? Do you know?
qwertox•1y ago
Vanilla Debian will not run on your nice and shiny Radxa Rocks 5B or Banana Pi whatever.
dima55•1y ago
Why not? What's missing?
qwertox•1y ago
Different boot process, U-Boot needs to be compiled for the exact board, drivers for the specialized components are needed, DTB (on ARM systems, the kernel doesn't probe hardware the same way a PC does) and other reasons.
RetroTechie•1y ago
> Different boot process, U-Boot needs to be compiled for the exact board

Why? That sounds dumb. And (assuming you're correct), how does Armbian deal with that / get around it?

ajb•1y ago
It's basically the same in the x86 world : your bios is customised to the board

The sad part is that on ARM the kernel is usually also custom compiled for the board. So what happens is that Armbian ship a different image for each board.

If you go and look in https://github.com/torvalds/linux/tree/master/arch/arm you see a zillion "mach-xxx" directories for different SoC architectures, even if they all use Arm.

Device-tree is a partial solution, but no-one seems to have an incentive to finish the job and let a single image run on any (sufficiently recent) arm board. It's difficult for the community to fix because most people have only their own board. Someone would need to pay for a CI rig with every board, and some kernel devs to do the work of building a single kernel to run across everything. (I think that's originally what Linaro was for - not sure why they didn't finish the job)

qwertox•1y ago
Right, the x86 BIOS/UEFI is baked into the motherboard firmware and handles early hardware init in a mostly standardized way. But with ARM boards, there's no universal firmware, it usually needs to be part of the image you download for that specific board.
FlyingSnake•1y ago
How does Armbian compare to DietPi?

FWIW: I’m running dietPi on my OG Pi Zero W and it doesn’t even hit 30% resource usage.

apple4ever•1y ago
Completely agree. I use it on my old PINE64 and it keeps on ticking.
chris37879•1y ago
I just stumbled across armbian recently and I must say I really like it.

I wanted to use UEFI, but my orangepi cm5 modules don't seem to have the SPI chip needed to store the UEFI there, so I'd have to load it on a partition and lose out on some features like persisting variables across boot.

The arm ecosystem really needs to settle on some sort of universal boot loader / firmware layer and stop just hacking up the linux kernel and not contributing back to it.

Nexxxeh•1y ago
I'm not an Arm dev and am just a consumer so I may be misunderstanding, but isn't Arm SystemReady pretty much the thing that's intended to solve the problem you're talking about (among others)?

https://developer.arm.com/documentation/107981/0302/SystemRe...

robotnikman•1y ago
It is, but it seems like only servers are adopting it at the moment. Or high end ARM workstations. I can't think of any consumer devices or SBC's off the top of my head that support it.
moondev•1y ago
Raspberry PI and Nvidia AGX

https://github.com/pftf/RPi4

moondev•1y ago
https://developer.arm.com/Architectures/Unified%20Extensible...
yjftsjthsd-h•1y ago
> Why? That sounds dumb.

Good, you understand the situation perfectly.

> And (assuming you're correct), how does Armbian deal with that / get around it?

You'll notice that if you try to download it from https://www.armbian.com/download/ , nearly every board has a different download image; this is because every one of those images embeds its own boot chain. There are efforts (in some projects, I'm not aware of armbian doing this) to build some amount of early bootloader per-board (often uboot), and just make the install steps something like "install this per-board thing, then install the real OS using a standard image" but that's less common and doesn't work super well when that initial bootloader has to go on the same storage device as the main OS.

dima55•1y ago
I believe that's common on ARM devices. But "vanilla debian" generally refers to userspace, and that should just work. Is this "armbian" thing quite literally "kernel + bootloader + vanilla debian"? The website doesn't say that in any obvious place
puzzlingcaptcha•1y ago
Pretty much, plus their little configuration utility for loading dtb overlays among other things.
pabs3•1y ago
The hard work of upstreaming/mainlining all the hardware support code in the userspace drivers like mesa, the Linux kernel core/drivers, bootloaders like GRUB/u-boot, boot firmware like coreboot/Tianocore/u-boot.