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Our position on open-weights models

https://www.anthropic.com/news/position-open-weights-models
679•surprisetalk•7h ago•965 comments

Using an open model feels surprisingly good

https://matthewsaltz.com/blog/using-an-open-model-feels-surprisingly-good/
162•msaltz•3h ago•53 comments

A $500 RL fine-tune of a 9B open model beat frontier models on catalog review

https://fermisense.com/when-machines-take-the-wheel/
91•ilreb•3h ago•28 comments

Benchmarking Opus 5 on SlopCodeBench

https://github.com/humanlayer/advanced-context-engineering-for-coding-agents/blob/main/benchmarki...
211•dhorthy•7h ago•52 comments

Why do we think we understand the world more than we actually do?

https://thedecisionlab.com/biases/the-illusion-of-explanatory-depth
20•rramadass•1h ago•14 comments

RTX 2080 Ti Memory Upgrade to 22 GB

https://gpusolutions.net/rbservices/graphics-card-upgrade/
71•wslh•3d ago•40 comments

Neutrino-1 8B

https://www.fermionresearch.com/models/neutrino-8b/
6•handfuloflight•53m ago•0 comments

Watching Go's new garbage collector move through the heap

https://theconsensus.dev/p/2026/07/19/observing-gos-garbage-collector-old-and-new.html
193•matheusmoreira•2d ago•18 comments

EYG: A Programming Language for Humans

https://crowdhailer.me/2026-06-08/a-programming-language-for-humans/
46•crowdhailer•3h ago•18 comments

Residential Proxies Are a National Security Threat

https://jacob.gold/posts/residential-proxies-are-a-national-security-threat/
55•joshbetz•3h ago•56 comments

Astronauts describe persistent 'observer' sensation after 6 month missions

https://spacedaily.com/sd-v-astronauts-returning-from-six-month-missions-describe-a-persistent-ob...
149•zdw•6h ago•73 comments

DConf 2026 in London

https://dconf.org/2026/index.html
70•teleforce•6h ago•29 comments

The age of token efficiency, the age of libraries

https://golemui.com/blog/the-age-of-token-efficiency/
12•handfuloflight•1h ago•0 comments

C/C++ projects packaged for Zig

https://github.com/allyourcodebase
45•jcbhmr•6h ago•25 comments

Launch HN: Rise Reforming (YC S26) – Turning Waste Gases into Valuable Chemicals

https://www.rise-reforming.com
65•george_rose25•9h ago•30 comments

Show HN: Yap – OSS on-device voice dictation for macOS with no model to download

https://github.com/FrigadeHQ/yap
38•pancomplex•11h ago•10 comments

Vehicle Motion Cues

https://support.apple.com/guide/iphone/iphone-comfortably-riding-a-vehicle-iph55564cb22/ios
42•Austin_Conlon•4h ago•21 comments

PyTorch: A Reference Language

https://docs.pytorch.org/devlogs/compiler/2026-07-25-pytorch-a-reference-language/
3•matt_d•57m ago•0 comments

An Uncomplicated Man

https://www.lrb.co.uk/the-paper/v48/n14/emily-wilson/an-uncomplicated-man
26•andsoitis•3h ago•7 comments

Three Theses on the Literacy Crisis

https://trevoraleo.substack.com/p/three-theses-on-the-literacy-crisis
38•samclemens•2d ago•27 comments

Glue bonds to nonstick surfaces and wipes clean with ethanol

https://cen.acs.org/materials/adhesives/glue-bonds-nonstick-surfaces-wipes-clean/104/web/2026/07
164•gmays•4d ago•94 comments

Self-contained highly-portable Python distributions

https://gregoryszorc.com/docs/python-build-standalone/main/
128•jcbhmr•11h ago•29 comments

Ray tracing massive amounts of animated geometry using tetrahedral cages

https://gpuopen.com/learn/ray-tracing-massive-amounts-animated-geometry/
92•LorenDB•4d ago•12 comments

A Dying Art: The last of the morticians

https://harpers.org/archive/2026/08/a-dying-art-john-semley-mortuary-sciences-competition/
16•Petiver•4d ago•1 comments

UpCodes (YC S17) is hiring remote AE's to help make buildings cheaper

https://up.codes/careers?utm_source=HN
1•Old_Thrashbarg•12h ago

Securing Services with Rootless Containers

https://blog.coderspirit.xyz/blog/2026/07/06/securing-services-with-rootless-containers/
80•speckx•4d ago•25 comments

Some combinatorial applications of spacefilling curves

https://www2.isye.gatech.edu/~jjb/research/mow/mow.html
31•shraiwi•2d ago•1 comments

The Burau representation of the braid group is faithful for n = 4

https://arxiv.org/abs/2607.05283
29•wglb•5h ago•10 comments

Kimi K3 Now Available via Telnyx Inference API

https://telnyx.com/release-notes/kimi-k3-telnyx-inference
39•fionaattelnyx•6h ago•14 comments

Netflix employee fired for sharing personal details in retreat trust exercise

https://nypost.com/2026/07/26/us-news/netflix-exec-goes-ballistic-after-being-fired-for-stunning-...
248•softwaredoug•6h ago•199 comments
Open in hackernews

The Scalar Select Anti-Pattern

https://matklad.github.io/2025/05/14/scalar-select-aniti-pattern.html
47•goranmoomin•1y ago

Comments

castratikron•1y ago
As long as processing one event does not affect any of the other events in the batch. E.g. events are file IO, and processing one event causes another event's descriptor to get closed before that event can be processed.
wahern•1y ago
If the close routine on an event source, or the low-level (e.g. epoll) registration, deregistration, and dequeueing logic doesn't know how to keep polling and liveness state consistent between userspace and the kernel, they've got much bigger problems. This looks like Rust code so I would hope the event stream libraries are, e.g., keeping Rc'd file objects and properly managing reference integrity viz-a-viz kernel state before the application caller ever sees the first dequeued event in a cycle. This is a perennial issue with event loop libraries and buggy application code (in every language). One can't just deal with raw file descriptors, call the close syscall directly, etc, hoping to keep state consistent implicitly. There's an unavoidable tie-in needed between application's wrappers around low-level resources and the event loop in use.
taeric•1y ago
I'm not entirely clear on what the proposal is at the end? Seems that the long term answer as to "which of these implications to pursue" is "all of them?" Simply taking in a batch of instructions doesn't immediately change much? You still have to be able to do each of the other things. And you will still expect some dependencies between batches that could possibly interact in the same ways.

In a sense, this is no different than how your processor is dealing with instructions coming in. You will have some instructions that can be run without waiting on previous ones. You will have some that can complete quickly. You will have some that are stalled on other parts of the system. (I'm sure I could keep wording an instruction to match each of the implications.)

To that end, part of your program has to deal with taking off "whats next" and finding how to prepare that to pass to the execution portion of your program. You can make that only take in batches, but you are almost certainly responsible for how you chunk them moreso than whatever process is sending the instructions to you? Even if you are handed clear batches, it is incumbent on you to batch them as they go off to the rest of the system.

lmz•1y ago
I guess the proposal is "instead of fetching and acting on one event at a time, consider fetching all available events and look for opportunities to optimize which ones you process (e.g. by prioritization or by skipping certain events if superseded by newer ones)".
taeric•1y ago
I mean, I got that. But you could as easily say "instead of fetching and acting on one event at a time, fetch and triage/route instructions into applicable queues."

In particular, there is no guarantee that moving to batches changes any of the problems you may have from acting on a single one at a time. To that end, you will have to look into all of the other strategies sooner or later.

Following from that, the problem is not "processMessage" or whatever. The problem is that you haven't broken "processMessage" up into the constituent "receive/triage/process/resolve" loop that you almost certainly will have to end up with.

malkia•1y ago
in CPU's - pipelining!
jchw•1y ago
I believe something similar is going on internally in Windows with event queues. It coalesces and prioritizes input events when multiple of them pile up before you're able to pop new events off of the queue. (For some events, e.g. pointer events, you can even go and query frames that were coalesced during input handling.) On the application/API end, it just looks like a "scalar select" loop, but actually it is doing batching behavior for input events!

(On the flip side, if you have a Wayland client that falls behind on processing its event queue, it can crash. On the whole this isn't really that bad but if you have something sending a shit load of events it can cause very bad behavior. This has made me wonder if it's possible, with UNIX domain sockets, to implement some kind of event coalescing on the server-side, to avoid flooding the client with high-precision pointer movement events while it's falling behind. Maybe start coalescing when FIONREAD gets to some high watermark? No idea...)