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Powerless F1 drivers frustrated by Bahrain F1 software glitch

https://www.motorsport.com/f1/news/horrible-totally-unacceptable-powerless-f1-drivers-frustrated-...
92•llm_nerd•1h ago•41 comments

Run Qwen 3.8 Flash Next (125B) on consumer hardware (RTX 4090) at 100T/s

https://github.com/Niko1221/Strata
647•snehesht•14h ago•303 comments

In the wake of closure, a digital archive of animated materials appears online

https://filmstories.co.uk/news/tippett-studios-in-the-wake-of-its-closure-a-digital-archive-of-an...
54•rdmuser•6h ago•4 comments

Nearly 200 People Under Observation After Irkutsk Lab Worker Dies from Plague

https://www.themoscowtimes.com/2026/10/02/nearly-200-people-under-observation-after-irkutsk-lab-w...
50•ericmay•1h ago•18 comments

A tribute to one of the best games on the Atari 2600

https://plicerin.github.io/riverraid-rom-port/
13•plicerin•1h ago•4 comments

Quantitative Finance with OCaml

https://qcaml.com/index.html
28•leonry•2d ago•2 comments

Infidel goes wild

https://blog.zarfhome.com/2026/10/infidel-goes-wild
90•tobr•1d ago•14 comments

The Tao of Backup

http://www.taobackup.com/index.html
52•vntok•2d ago•11 comments

A browser-native classic Visual Basic VB6 IDE

https://wieslawsoltes.github.io/VB6/
112•wiso•8h ago•46 comments

Turn off Apple Intelligence on macOS 27 and get its disk space back

https://github.com/omlahore/RemoveMacAI
421•privacyisntdead•7h ago•270 comments

Improper redaction reveals Google Data Center water and electricity usage

https://www.1011now.com/2026/09/30/more-questions-than-answers-about-lincolns-google-data-center-...
278•sensanaty•8h ago•395 comments

Self-hosted HTTP tunnels with SSH and Nginx

https://vincent.bernat.ch/en/blog/2026-http-over-ssh
87•renehsz•5h ago•23 comments

Fixed Points and Strike Mandates

https://pvk.ca/Blog/2012/02/19/fixed-points-and-strike-mandates/
5•luu•4d ago•1 comments

Tell HN: Bob Cringely has died

832•paveworld•1d ago•179 comments

Homa: The end of TCP for AI clusters [video]

https://www.youtube.com/watch?v=eZ8WWZzoaR0
62•signa11•7h ago•25 comments

Xray-core concealed a certificate verification bypass vulnerability

https://github.com/net4people/bbs/issues/672
62•timbill•10h ago•2 comments

Show HN: Glashütte Trash Clock – A 30-minute pendulum clock made from trash

https://niklasroy.com/gtc/
172•r0r0•2d ago•25 comments

How to scale intent, quality, and artistry with AI [video]

https://www.youtube.com/watch?v=GLvFTMtw4Jk
60•simonjgreen•18h ago•16 comments

Demystifying Tufte's data-ink ratio

https://tuftesrazor.scienceux.org/
15•s4074433•2d ago•4 comments

Results from the ASIC puzzle

https://blog.janestreet.com/asic-puzzle-results/
78•eru•2d ago•38 comments

What is going on with ceiling fans

https://mcmansionhell.com/post/829127919552151552/what-is-going-on-with-ceiling-fans
244•colinprince•3d ago•214 comments

A map of every lighthouse

https://mapped.earth/lighthouses/world
171•karakoram•2d ago•75 comments

Incentives in Academic Research

https://www.msoos.org/2026/10/incentives-in-academic-research/
42•zero_k•9h ago•39 comments

Show HN: AI search for every photo and every frame of video on macOS

https://github.com/allenv0/SCM
144•allenleee•18h ago•66 comments

Bill Draper has died

https://www.nytimes.com/2026/09/30/technology/william-draper-dead.html
90•bookofjoe•15h ago•20 comments

Why don't more developers “use the platform”?

https://nolanlawson.com/2026/10/03/why-dont-more-developers-use-the-platform/
283•vinhnx•23h ago•295 comments

Page Table Memory Consumption

https://frn.sh/pagetables/
50•shellpipe•4d ago•10 comments

Interview with Chicken Scheme Maintainer Sjamaan/Peter Bex

https://alexalejandre.com/interviews/peter-bex/
18•veqq•2d ago•4 comments

Surely you have ultra-wideband radios on your bins too?

https://sjg.io/writing/binrange-have-you-actually-put-the-bins-out/
141•simonjgreen•1d ago•73 comments

cp: -r or -R?

https://movq.de/blog/postings/2026-09-30/0/POSTING-en.html
100•zdw•4d ago•102 comments
Open in hackernews

The Fastest Way yet to Color Graphs

https://www.quantamagazine.org/the-fastest-way-yet-to-color-graphs-20250512/
62•GavCo•1y ago

Comments

tonyarkles•1y ago
In case you haven't looked at the article, this is looking specifically at the Edge Coloring problem and not the more commonly known Vertex Coloring problem. Vertex Coloring is NP-complete unfortunately.
erikvanoosten•1y ago
You can convert edge coloring problems into vertex coloring problems and vice versa through a simple O(n) procedure.
meindnoch•1y ago
Wrong. You can convert edge-coloring problems into vertex-coloring problems of the so-called line graph: https://en.m.wikipedia.org/wiki/Line_graph

But the opposite is not true, because not every graph is a line graph of some other graph.

erikvanoosten•1y ago
Indeed. Thanks, I stand corrected.
tonyarkles•1y ago
Hrm... right. It's been a while. And it looks like both Vertex Coloring and Edge Coloring are both NP-complete (because of the O(n) procedure you're talking about and the ability to reduce both problems down to 3-SAT). I've started looking closer at the actual paper to try to figure out what's going on here. Thanks for the reminder, I miss getting to regularly work on this stuff.

Edit: thanks sibling reply for pointing out that it's not a bidirectional transform.

mauricioc•1y ago
For the edge-coloring problem, the optimal number of colors needed to properly color the edges of G is always either Delta(G) (the maximum degree of G) or Delta(G) + 1, but deciding which one is the true optimum is an NP-complete problem.

Nevertheless, you can always properly edge-color a graph with Delta(G) + 1 colors. Finding such a coloring could in principle be slow, though: the original proof that Delta(G) + 1 colors is always doable amounted to a O(e(G) * v(G)) algorithm, where e(G) and v(G) denote the number of edges and vertices of G, respectively. This is polynomial, but nowhere near linear. What the paper in question shows is how, given any graph G, to find an edge coloring using Delta(G) + 1 colors in O(e(G) * log(Delta(G))) time, which is linear time if the maximum degree is a constant.

Syzygies•1y ago
Yes. The article ran through this point as follows:

"In 1964, a mathematician named Vadim Vizing proved a shocking result: No matter how large a graph is, it’s easy to figure out how many colors you’ll need to color it. Simply look for the maximum number of lines (or edges) connected to a single point (or vertex), and add 1."

I keep wondering why I ever read Quanta Magazine. It takes a pretty generous reading of "need" to make this a correct statement.

JohnKemeny•1y ago
phkahler•1y ago
Is this going to lead to faster compile times? Faster register allocation...
john-h-k•1y ago
Very few compilers actually use vertex coloring for register allocation
isaacimagine•1y ago
Totally. The hard part isn't coloring (you can use simple heuristics to get a decent register assignment), rather, it's figuring out which registers to spill (don't spill registers in hot loops! and a million other things!).
NooneAtAll3•1y ago
and this post isn't even about vertex coloring
DannyBee•1y ago
No.

In SSA, the graphs are chordal, so were already easily colorable (relatively).

Outside of SSA, this is not true, but the coloring is still not the hard part, it's the easy part.

Not really. Coloring a graph is almost always talking about proper coloring, meaning that things that objects that are related receive different colors.

If you read the introduction, you'll also read that the goal is to "color each of your lines and require that for every point, no two lines connected to it have the same color."

Ps. "How many colors a graph needs" is a very well established term in computer science and graph theory.

mockerell•1y ago
I think the comment referred to the phrase „a graph needs X (colors or whatever)“. For me, this can be read two ways: 1. „a graph always needs at least X colors“ or 2. „a graph always needs at most X colors“.

Personally, I would interpret this as option 1 (and so did the comment above I assume). In that case, the statement is wrong. But I’d prefer to specify „at most/ at least“ anyways.

Or even better, use actual vocabulary. „For every graph there exists a coloring with X colors.“ or „any graph can be coloured using X colors“.

PS: I also agree with the sentiment about quanta magazine. It’s hard to get some actual information from their articles if you know the topic.

JohnKemeny•1y ago
What about this statement:

No matter how large a car is, it is easy to figure out how much money you'll need to buy it. Simply look at the price tag.

(From: No matter how large a graph is, it’s easy to figure out how many colors you’ll need to color it. Simply look for the maximum ...)

mauricioc•1y ago
Parent's point is that sometimes (but not always) the store is perfectly fine selling you a car for $1 less than what the "price tag" of Delta(G)+1 dollars asks for, so "need" is a bit inaccurate.