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A guide to local coding models

https://www.aiforswes.com/p/you-dont-need-to-spend-100mo-on-claude
179•mpweiher•4h ago•87 comments

Show HN: Books mentioned on Hacker News in 2025

https://hackernews-readings-613604506318.us-west1.run.app
322•seinvak•8h ago•124 comments

I'm just having fun

https://jyn.dev/i-m-just-having-fun/
109•lemper•5d ago•34 comments

Disney Imagineering Debuts Next-Generation Robotic Character, Olaf

https://disneyparksblog.com/disney-experiences/robotic-olaf-marks-new-era-of-disney-innovation/
60•ChrisArchitect•3h ago•19 comments

The Going Dark initiative or ProtectEU is a Chat Control 3.0 attempt

https://mastodon.online/@mullvadnet/115742530333573065
438•janandonly•6h ago•141 comments

Show HN: WalletWallet – create Apple passes from anything

https://walletwallet.alen.ro/
277•alentodorov•9h ago•87 comments

Evaluating chain-of-thought monitorability

https://openai.com/index/evaluating-chain-of-thought-monitorability/
21•mfiguiere•2d ago•2 comments

I program on the subway

https://www.scd31.com/posts/programming-on-the-subway
164•evankhoury•5d ago•101 comments

ONNX Runtime and CoreML May Silently Convert Your Model to FP16

https://ym2132.github.io/ONNX_MLProgram_NN_exploration
3•Two_hands•40m ago•0 comments

Show HN: Autograd.c – A tiny ML framework built from scratch

https://github.com/sueszli/autograd.c
45•sueszli•5d ago•5 comments

CO2 batteries that store grid energy take off globally

https://spectrum.ieee.org/co2-battery-energy-storage
130•rbanffy•9h ago•105 comments

You’re not burnt out, you’re existentially starving

https://neilthanedar.com/youre-not-burnt-out-youre-existentially-starving/
202•thanedar•6h ago•208 comments

E.W.Dijkstra Archive

https://www.cs.utexas.edu/~EWD/welcome.html
107•surprisetalk•9h ago•8 comments

I can't upgrade to Windows 11, now leave me alone

https://idiallo.com/byte-size/cant-update-to-windows-11-leave-me-alone
329•firefoxd•6h ago•309 comments

Rue: Higher level than Rust, lower level than Go

https://rue-lang.dev/
72•ingve•4h ago•45 comments

Autoland saves King Air, everyone reported safe

https://avbrief.com/autoland-saves-king-air-everyone-reported-safe/
92•bradleybuda•8h ago•39 comments

Structured outputs create false confidence

https://boundaryml.com/blog/structured-outputs-create-false-confidence
113•gmays•10h ago•56 comments

ARIN Public Incident Report – 4.10 Misissuance Error

https://www.arin.net/announcements/20251212/
133•immibis•9h ago•36 comments

I wish people were more public

https://borretti.me/article/i-wish-people-were-more-public
4•swah•1h ago•1 comments

Get an AI code review in 10 seconds

https://oldmanrahul.com/2025/12/19/ai-code-review-trick/
90•oldmanrahul•7h ago•48 comments

Ruby website redesigned

https://www.ruby-lang.org/en/
357•psxuaw•18h ago•140 comments

Indoor tanning makes youthful skin much older on a genetic level

https://www.ucsf.edu/news/2025/12/431206/indoor-tanning-makes-youthful-skin-much-older-genetic-level
215•SanjayMehta•19h ago•157 comments

Coarse is better

https://borretti.me/article/coarse-is-better
177•_dain_•12h ago•94 comments

Perron: A Static Site Generator for Ruby on Rails

https://perron-site.statichost.page/
4•Kerrick•3d ago•0 comments

Waymo halts service during S.F. blackout after causing traffic jams

https://missionlocal.org/2025/12/sf-waymo-halts-service-blackout/
181•rwoll•19h ago•263 comments

Show HN: Mactop v2.0.0

https://github.com/metaspartan/mactop
4•carsenk•22m ago•0 comments

Three ways to solve problems

https://andreasfragner.com/writing/three-ways-to-solve-problems
114•42point2•10h ago•21 comments

Frozen Waymos backed up San Francisco traffic during a widespread power outage

https://www.theverge.com/news/848843/waymo-san-francisco-power-outage
6•mikhael•28m ago•1 comments

Show HN: Shittp – Volatile Dotfiles over SSH

https://github.com/FOBshippingpoint/shittp
114•sdovan1•12h ago•64 comments

More on whether useful quantum computing is “imminent”

https://scottaaronson.blog/?p=9425
60•A_D_E_P_T•4h ago•49 comments
Open in hackernews

How ZGC allocates memory for the Java heap

https://joelsiks.com/posts/zgc-heap-memory-allocation/
86•lichtenberger•8mo ago

Comments

gopalv•8mo 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•8mo 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•8mo ago
Correct. ZGC has no way to escape from the virtualization by the kernel (assuming your hardware and kernel uses an MMU)
MBCook•8mo ago
Thank you for the answer, I was wondering that as well.
hinkley•8mo 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•8mo 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•8mo ago
Thread based seems like it at least should be possible.
ahartmetz•8mo 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.
twoodfin•8mo 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•8mo 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•8mo 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•8mo ago
It exists, that's called MPKs.
twoodfin•8mo 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•8mo 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•8mo 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•8mo ago
Is that something like the memory protection scheme on the Newton OS?
nyanpasu64•8mo ago
Isn't not swapping page tables during a call precisely what the KPTI mitigations had to turn off for Meltdown mitigations?
pron•8mo ago
For relevant upcoming changes see Automatic Heap Sizing for ZGC: https://openjdk.org/jeps/8329758