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Nvidia announces native GPU programming in Rust

https://developer.nvidia.com/blog/introducing-cuda-rust-two-tracks-for-writing-gpu-kernels/
164•nonmaskable•13h ago•56 comments

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

https://rohanbansal.com/qorl
368•polyphilz•5h ago•73 comments

Breaking the 1.58-bit Barrier for Ternary LLMs

https://arxiv.org/abs/2609.16338
122•matt_d•3h ago•12 comments

Xiaomi Mimo 2.6 live post-training dashboard

https://mimo.xiaomi.com/rl/
214•krackers•4h ago•57 comments

Backups Aren't Simple

https://filipovski.net/2026/09/16/backups-arent-simple.html
46•afilipovski•3h ago•19 comments

Small programming tricks

https://will-keleher.com/posts/small-programming-tricks-matter/
375•signa11•8h ago•178 comments

The engineering behind the US Strategic Petroleum Reserve

https://johnjwang.com/post/2026/09/15/engineering-behind-us-strategic-petroleum-reserve
73•johnjwang•1d ago•13 comments

OpenSpec – A lightweight and configurable AI spec framework

https://openspec.dev/
40•etoxin•1h ago•9 comments

Reversing Factorio's RNG

https://gegell.github.io/posts/factorio-rng/
131•jheitmann•4d ago•13 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...
76•doener•1h ago•27 comments

Performance Improvements in .NET 11

https://devblogs.microsoft.com/dotnet/performance-improvements-in-net-11/
137•soheilpro•1d ago•27 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-...
196•berkeleyjunk•1d ago•166 comments

Japan's book scene is moving from bookstores to libraries

https://untranslatedjp.substack.com/p/japans-book-scene-is-quietly-moving
91•herbertl•4d ago•31 comments

How good are frontier models at physics?

https://arxiv.org/abs/2609.13009
69•qt31415926•5h ago•31 comments

Reverse-engineered Jev-like model

https://github.com/vinnylarouge/jevlike
58•rochansinha•5h ago•8 comments

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

https://github.com/arnegiacomo/fugleramme
2058•arnemunthekaas•1d ago•236 comments

Accurate Models of AMD Matrix Cores

https://arxiv.org/abs/2609.14845
58•matt_d•5h ago•7 comments

Mistral X Mozilla: Private, Multilingual AI Browsing

https://mistral.ai/news/mistral-x-mozilla/
525•vertigoruntime•16h ago•184 comments

Why Does the Universe Expand?

https://cosmicave.org/2026/09/15/why-does-the-universe-expand/
18•the__alchemist•4h ago•6 comments

Anecdotally, programmers dislike "reduce"

https://evanhahn.com/posts/2026-09-13-programmers-dislike-reduce/
80•vinhnx•2d ago•141 comments

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

https://arxiv.org/abs/2609.14858
179•bananaflag•10h ago•49 comments

Anatomy of a Texture

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

William Buckland's Theology of Geology

https://www.historytoday.com/archive/great-debates/william-bucklands-theology-geology
4•Petiver•20h ago•0 comments

HarnessTax: How Much Does the Harness Matter for Coding Agents?

https://harnesstax.github.io/
8•matt_d•2h ago•0 comments

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

https://www.truegrittexturesupply.com/blogs/news/destroy-after-reading
11•pigeons•2d ago•2 comments

Training Text-to-Image Models 3.6× Faster

https://www.linum.ai/field-notes/jit-ddt
28•schopra909•7h ago•4 comments

Hackers Got Inside a Flock Camera

https://www.wired.com/story/hackers-flock-camera-data-shows-how-system-works/
455•driverdan•11h ago•210 comments

The DeepMind Institute

https://institute.deepmind.com/
135•vertigoruntime•9h ago•43 comments

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

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

Vectorized and performance-portable Quicksort (2022)

https://opensource.googleblog.com/2022/06/Vectorized%20and%20performance%20portable%20Quicksort.html
161•mococa•5h ago•26 comments
Open in hackernews

How ZGC allocates memory for the Java heap

https://joelsiks.com/posts/zgc-heap-memory-allocation/
86•lichtenberger•1y ago

Comments

gopalv•1y ago
The 32x virtual memory to physical memory ratio plays into relocation and colored pointers (i.e pointers where some bits serve as flag bits).

Putting the actual data layouts in 44 bits out of 64 is a neat trick which relies on the allocator being aware of the mappings between physical and virtual addresses.

twoodfin•1y ago
When your comment and the article refer to “physical” addresses, those are physical in the context of the JVM, right? To the OS they’re virtual addresses in the JVM process space?
acchow•1y ago
Correct. ZGC has no way to escape from the virtualization by the kernel (assuming your hardware and kernel uses an MMU)
MBCook•1y ago
Thank you for the answer, I was wondering that as well.
hinkley•1y ago
In the beginning of the 32 bit revolution, when the future was here but unevenly distributed, there was a lot of talk about how 32 bit pointers would fundamentally change how people wrote code. Among other things it got rid of a bunch of odd bookkeeping, and if you don’t have to do the bookkeeping you don’t have to write the code in a way that supports it, so you can do other things.

Not too long after someone asked what sort of interesting changes 64 bit will bring. And I’ve been keeping that question in the back of my mind ever since.

Aliasing memory multiple times in order to do read or write barriers and make GC much cheaper is a pretty good one. But another one I know of is that one of the secrets of the L4 microkernel is that its IPC speed comes substantially from reducing the amount of TLB work that needs to be done to switch to another process running in a different address space. They use the same address space and only swap out the access rights which cuts the call overhead in half. It’s pretty easy to put a bunch of processes into a 64 bit address space and just throw each one a randomly located 4GB slice of RAM.

twoodfin•1y ago
Yeah, would love to see the CPU vendors invent some primitives to let user code pull those kinds of privilege isolation tricks within a single process and address space.

Something like: “From now on, code on these pages can only access data on these pages, and only return to/call into other code through these gates…”

hinkley•1y ago
Thread based seems like it at least should be possible.
ahartmetz•1y ago
I've had some ideas about avoiding format validation in IPC receivers if the data is encoded by trusted code, which is also the only code that has rights to send the IPC data / to connect to the receiver. I can't really think of an important problem that it would solve, though. DBus always validates received data, but it's not really meant or very suitable for large amounts of data anyway.
pron•1y ago
For relevant upcoming changes see Automatic Heap Sizing for ZGC: https://openjdk.org/jeps/8329758
twoodfin•1y ago
What I’m looking for is a way for a process to de/re-escalate its privileges to access memory, without an expensive context switch being required at the transition. The CPU would simply enforce different rules based on (say) the high-order bits of the instruction pointer.

Imagine a server process that wants to run some elaborate third-party content parser. It’d be great to be sure that no matter how buggy or malicious that code, it can’t leak the TLS keys.

Today, high-security architectures must use process isolation to achieve this kind of architectural guarantee, but even finely tuned IPC like L4’s is an order of magnitude slower than a predictable jump.

gpderetta•1y ago
For a brief moment Intel supported MPX which did something similar.

You can also play tricks with the virtualization hardware, bit it need kernel support.

Eventually we will get segments back again.

MarkSweep•1y ago
That would be pretty cool. Something like the Win32 function GetWriteWatch, but implemented in hardware instead of the page fault handler (I assume).

https://learn.microsoft.com/en-us/windows/win32/api/memoryap...

Or some sort of special write barrier store op-code, idk.

mike_hearn•1y ago
It exists, that's called MPKs.
twoodfin•1y ago
I don’t think MPK’s will fit the need I have. Simply: Run some arbitrary, untrusted, non-sandboxed code in the same thread with assurance it can’t read page X. When that code completes and I’m back in code I trust, X is readable again.

Is that something MPK makes possible? The doc I’ve read suggests either your process can flip permission bits or it can’t. Great for avoiding out-of-sandbox reads. But if there’s arbitrary execution happening, why can’t that code flip the access to secrets back on?

mike_hearn•1y ago
Oracle Labs has tech that does that:

https://youtu.be/T05FI93MBI8?si=EieFgujaGiW2gbO8&t=958

The trick is to do a cascading disassembly of all untrusted code you'll execute to prove it can't change the MPK register.

twoodfin•1y ago
Wow. Neat trick and exactly the kind of thing I was looking for.

Thanks!

EDIT: Looks like this is the relevant paper from the Graal team: https://www.graalvm.org/resources/articles/binsweep.pdf

jdougan•1y ago
Is that something like the memory protection scheme on the Newton OS?
nyanpasu64•1y ago
Isn't not swapping page tables during a call precisely what the KPTI mitigations had to turn off for Meltdown mitigations?