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The AI trade now runs on borrowed money, and the lenders are repricing it

https://greyswansignals.com/?theme=dark
46•haipothetical•52m ago•13 comments

The AI Aesthetic

https://blog.jim-nielsen.com/2026/ai-aesthetic/
222•montroser•5h ago•109 comments

Read this before you buy that TV streaming stick

https://krebsonsecurity.com/2026/07/read-this-before-you-buy-that-tv-streaming-stick/
638•speckx•12h ago•368 comments

I flagged two research papers for fake authors and both were accepted as orals

https://geospatialml.com/posts/reviewing-ai-slop/
138•volumes94•6h ago•57 comments

The Session You Cannot take with you

https://earendil.com/posts/session-portability/
26•apitman•1h ago•1 comments

Stacked PRs are now live on GitHub

https://github.blog/changelog/2026-07-30-stacked-pull-requests-are-now-in-public-preview/
537•tomzorz•12h ago•184 comments

Agent Skill to Force Docs in ASD-STE100 Simplified Technical English

https://github.com/AminBlg/SimpleEnglish
252•navs•9h ago•87 comments

A California aquifer may have crossed the point of no return

https://www.science.org/content/article/california-aquifer-may-have-crossed-point-no-return
92•Jimmc414•1h ago•71 comments

Gemini Robotics 2 brings whole body intelligence to robots

https://deepmind.google/blog/gemini-robotics-2-brings-whole-body-intelligence-to-robots/
513•ai2027•13h ago•410 comments

The bond market isn't buying what Fed Chair Warsh is selling

https://www.reuters.com/commentary/reuters-open-interest/bond-market-isnt-buying-what-fed-chair-w...
66•kaycebasques•1h ago•4 comments

Where USB Memory Sticks Are Born

https://www.bunniestudios.com/blog/2013/where-usb-memory-sticks-are-born/
4•jacquesm•3d ago•0 comments

The American Grilled Cheese Sandwich Essay (2024)

https://buttondown.com/theswordandthesandwich/archive/the-best-american-grilled-cheese-sandwich-e...
36•NaOH•3d ago•26 comments

The Religion of Speed

https://graybeard.ing/the-religion-of-speed/
59•MobiusHorizons•5h ago•15 comments

Investigating three real-world incidents in our cybersecurity evaluations

https://www.anthropic.com/news/investigating-incidents-cybersecurity-evals
140•surprisetalk•6h ago•100 comments

Rune 1.1: adds Python, an Emacs editor, a symbol index and is now free

https://rune.build/blog/rune-1-1-release
68•ernestrc•7h ago•20 comments

Google will expand age checks on Android worldwide till the end of the year

https://android-developers.googleblog.com/2026/07/google-play-age-signals-api-safer-experiences.html
385•dmantis•18h ago•463 comments

Physicists Solve a Muon Mystery. Now, Old Results Don't Add Up

https://www.quantamagazine.org/physicists-solve-a-muon-mystery-now-old-results-dont-add-up-20260729/
195•ibobev•13h ago•116 comments

CodePen 2.0

https://chriscoyier.net/2026/07/30/codepen-2-0/
149•robin_reala•11h ago•43 comments

The Economic Benefit of Refactoring

https://martinfowler.com/articles/exploring-gen-ai/refactoring-economic-benefit.html
218•javaeeeee•13h ago•89 comments

Bad Apple but It's Traceroute

https://jssfr.de/2026-07-27-bad-apple-but-traceroute.html
86•jssfr•3d ago•22 comments

Does Speaking to Agents Like Cavemen Save 65% of Tokens? We Test

https://blog.jetbrains.com/ai/2026/07/speak-to-ai-agents-like-cavemen-tosave-tokens/
40•Sandman•2d ago•39 comments

UEFA and its national associations will not participate in FIFA competitions

https://www.uefa.com/news-media/news/02a7-213a92896eb0-54dfbf454e3b-1000--statement-on-behalf-of-...
879•dickfickling•10h ago•485 comments

Memo-1: A 6502 computer built from scratch, using a Minitel as its terminal

https://github.com/MemoireMorte/Memo-1
61•sciences44•2d ago•6 comments

GCC steering committee announces AI policy

https://lwn.net/Articles/1086041/
261•arto•17h ago•302 comments

Show HN: Distilling DeepSeek into GPT-OSS doesn't transfer censorship. Try it

https://www.ctgt.ai/research/distillation-censorship-transfer
102•cgorlla•10h ago•63 comments

Saber-toothed cats became inbred–and struggled to move–before they went extinct

https://www.science.org/content/article/saber-toothed-cats-became-inbred-and-struggled-move-they-...
40•gmays•7h ago•15 comments

Advancing the price-performance frontier with GPT‑5.6

https://openai.com/index/advancing-the-price-performance-frontier-with-gpt-5-6/
533•tedsanders•11h ago•351 comments

2x, not 10x: coding with LLMs in 2026

https://obryant.dev/p/2x-not-10x/
240•tnisonoff•5d ago•192 comments

The lost civic life of movie rental stores

https://thereader.mitpress.mit.edu/the-lost-civic-life-of-movie-rental-stores/
147•facundo_olano•14h ago•199 comments

Rise Reforming (YC S26) Is Hiring

https://www.ycombinator.com/companies/rise-reforming/jobs/wJ9Q9nv-senior-chemical-process-engineer
1•george_rose25•12h ago
Open in hackernews

Understanding the Go Scheduler

https://nghiant3223.github.io/2025/04/15/go-scheduler.html
180•gnabgib•1y ago

Comments

90s_dev•1y ago
I heard that the scheduler is a huge obstacle to many potential optimizations, is that true?
NAHWheatCracker•1y ago
In some ways, yes. If you want to optimize at that level you ought to use another language.

I'm not a low level optimization guy, but I've had occasions where I wanted control over which threads my goroutines are running on or prioritizing important goroutines. It's a trade off for making things less complex, which is standard for Go.

I suppose there's always hope that the Go developers can change things.

silisili•1y ago
You can kinda work around this though. runtime package has a LockOSThread that pins a goroutine to its current thread and prevents others from using it.

If you model it in a way where you have one goroutine per os thread that receives and does work, it gets you close. But in many cases that means rearching the entire code base, as it's not a style I typically reach for.

naikrovek•1y ago
That sounds a lot like just using another language.
silisili•1y ago
It's really not that bad. If you have a codebase in Go you can speed up, it's fine.

That said, if you're greenfielding and see this as a limitation to begin with, picking another language is probably the right way.

jerf•1y ago
If you need it here or there, no. I've got a use case where I need a single locked thread for a particular syscall's functionality. It's not like it leaks out into the rest of the program and everything else has to change to accomodate it.

If you need it pervasively, Go may not be the correct choice. Then again, the list of languages that is not a correct choice in that case is quite long. That's a minority case. An important one, but a minority one.

jasonthorsness•1y ago
It's always a sign of good design when something as complex as the scheduler described "just works" with the simple abstraction of the goroutine. What a great article.

"1/61 of the time, check the global run queue." Stuff like this is a little odd; I would have thought this would be a variable dependent on the number of physical cores.

01HNNWZ0MV43FF•1y ago
That's so funny. I just saw `61` in the Tokio code with a comment "copied this from Go"
__turbobrew__•1y ago
Make sure you set GOMAXPROCS when the runtime is cgroup limited.

I once profiled a slow go program running on a node with 168 cores, but cpu.max was 2 cores for the cgroup. The runtime defaults to set GOMAXPROCS to the number of visible cores which was 168 in this case. Over half the runtime was the scheduler bouncing goroutines between 168 processes despite cpu.max being 2 CPU.

The JRE is smart enough to figure out if it is running in a resource limited cgroup and make sane decisions based upon that, but golang has no such thing.

xyzzy_plugh•1y ago
Relevant proposal to make GOMAXPROCS cgroup-aware: https://github.com/golang/go/issues/73193
robinhoodexe•1y ago
Looks like it was just merged btw.
yencabulator•1y ago
This should be automatic these days (for the basic scenarios).

https://github.com/golang/go/blob/a1a151496503cafa5e4c672e0e...

jasonthorsness•1y ago
uh isn't that change 3 hours old?
kortex•1y ago
Fantastic writeup! Visualizations are great, the writeup is thorough but readable.
weiwenhao•1y ago
Your write-up is so detailed that I even feel like I could implement a complete golang scheduler myself
davidw•1y ago
I'd be interested in seeing a comparison of this and the BEAM/Erlang/Elixir scheduler by someone paying attention to the details.
yencabulator
•
1y ago
Oh heh yes it is. I just remembered the original discussion from 2019 (https://github.com/golang/go/issues/33803) and grepped the source tree for cgroup to see if that got done or not, but didn't check when it got done.

As said in 2019, import https://github.com/uber-go/automaxprocs to get the functionality ASAP.

jasonthorsness•1y ago
super-weird coincidence but welcome, I have been waiting for this for a long time!
williamdclt•1y ago
I honestly can’t count on my fingers and toes how many times something very precisely relevant to me was brought up or sorted out hours-to-days before I looked it up. And more often than once, by people I personally knew!

Always a weird feeling, it’s a small world

formerly_proven•1y ago
This is probably going to save quadrillions of CPU cycles by making an untold number of deployed Go applications a bit more CPU efficient. Since Go is the "lingua franca" of containers, many ops people assume the Go runtime is container-aware - it's not (well not in any released version, yet).

If they'd now also make the GC respect memory cgroup limits (i.e. automatic GOMEMLIMIT), we'd probably be freeing up a couple petabytes of memory across the globe.

Java has been doing these things for a while, even OpenJDK 8 has had those patches since probably before covid.

mappu•1y ago
GOMEMLIMIT is not as easy, you may have other processes in the same container/cgroup also using memory.
kunley•1y ago
As long as I admit respecting cgroup's setting is a good thing, I am not sure it's really quadrillions.

Or is it? Need calculations

formerly_proven•1y ago
I would've expected it to be either way too much or way too little, but after doing the math it could be sorta in the right ballpark, at least cosmically speaking.

Let's go with three quadrillion (which is apparently 10^15), let's assume a server CPU does 3 GHz (10^9), that's 10^6, a day is about 100k seconds, so ~ten days. But of course we're only saving cycles. I've seen throughput increase by about 50% when setting GOMAXPROCS on bigger machines, but in most of those cases we're looking at containers with fractional cores. On the other hand, there are many containers. So...

kunley•1y ago
Nice reasoning, thanks.

Hey, but what did you have in mind with regard to bigger machines? I think we're talking here about lowering GOMAXPROCS to have in effect less context switching of the OS threads. While it can bring some good result, a gut feeling is that it'd be hardly 50% faster overall, is your scenario the same then?

01HNNWZ0MV43FF•1y ago
Trying to see if Rust and Tokio have the same problem. I don't know enough about cgroups to be sure. Tokio at this line [1] ends up delegating to `std::thread::available_parallelism` [2] which says

> It may overcount the amount of parallelism available when limited by a process-wide affinity mask or cgroup quotas and sched_getaffinity() or cgroup fs can’t be queried, e.g. due to sandboxing.

[1] https://docs.rs/tokio/1.45.0/src/tokio/loom/std/mod.rs.html#...

[2] https://doc.rust-lang.org/stable/std/thread/fn.available_par...

nvarsj•1y ago
Probably not?

The fundamental issue comes down to background GC and CPU quotas in cgroups.

If your number of worker threads is too high, GC will eat up all the quota.