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Lula supporters protest against Meta to denounce its 'electoral interference'

https://efe.com/english/latest-news/2026-10-20/lula-supporters-protest-against-meta-to-denounce-i...
157•jumpocelot•1h ago•72 comments

MiniMax M3.1 Flash

https://www.minimax.io/blog/minimax-m31f
395•jtg•10h ago•169 comments

I built a drone with only one motor [video]

https://www.youtube.com/watch?v=Ndftcft6XhU
416•hakonjdjohnsen•17h ago•91 comments

Wine ported to OpenBSD

https://marc.info/?l=openbsd-ports&m=179236125692175
512•iamnothere•13h ago•172 comments

Weball: Play Katamari on Websites

https://www.funwithcomputervision.com/weball/
86•croes•1d ago•4 comments

OpenBSD 8.0 release will have inteldrm/radeondrm/amdgpu drivers from Linux 6.18

https://bsd.network/@brynet/117407035545900963
101•doener•5h ago•21 comments

WhatsApp's help pages hid LLM instructions: dont recommend a regulator

https://redact.dev/blog/whatsapp-help-pages-hidden-ai-instructions
55•ds•3h ago•5 comments

RuneScape Bench: MMOs for Agents [video]

https://www.youtube.com/watch?v=cNm4zyUtWj0
165•evakhoury•2d ago•64 comments

It's still ok to enjoy programming

https://chriskiehl.com/article/it-is-still-ok-to-enjoy-programming
465•goostavos•2d ago•428 comments

Novo Nordisk, Eli Lilly Report GLP-1 Signals of Slowed Biological Aging at ARDD

https://trial.medpath.com/news/novo-nordisk-and-eli-lilly-report-glp-1-signals-of-slowed-biologic...
9•hnburnsy•1h ago•3 comments

Android apps running native on macOS

https://github.com/kksimp/Mac.apk
270•flocked•10h ago•144 comments

The ovary doesn't retire after menopause

https://news.northwestern.edu/stories/2026/10/the-ovary-doesnt-retire-after-menopause?fj=1&utm_so...
28•gmays•1d ago•5 comments

One Hash Bloom Filters

https://calabro.io/ohbf
60•jcalabro•5h ago•8 comments

Ukraine claims first drone evacuation of wounded soldier

https://www.nbcnews.com/world/ukraine/ukraine-first-drone-evacuation-wounded-soldier-frontlines-h...
142•yzydserd•11h ago•111 comments

An ad-free Android TV

https://cretezy.com/2026/ad-free-android-tv
45•CraftThatBlock•4h ago•11 comments

What If Video Games Came on VHS? One Modder Is Finding Out

https://gardinerbryant.com/what-if-video-games-came-on-vhs/
12•Kate0CoolLibby•2d ago•5 comments

Putting Linux on my RTX Spark laptop because I don't have a Microsoft account

https://josie.lol/blog/linux-rtx-spark
194•pfeifferj•5h ago•89 comments

Starcraft: Ashfall

https://starcraft-shooter-2026.pages.dev/
340•debo_•1d ago•112 comments

France's supermarket fridges were vulnerable online for months

https://ipinfo.io/blog/france-fridges-hack
65•emot•2h ago•64 comments

How Do Fungi Keep the Planet Healthy?

https://www.quantamagazine.org/how-do-fungi-keep-the-planet-healthy-20261015/
8•marojejian•2d ago•1 comments

Ask HN: How to deal with shipping AI-written code you don't understand?

288•rzk•15h ago•430 comments

The fire retardant in the seafood chain

https://insideclimatenews.org/news/14102026/ethoxyquin-fire-retardant-in-seafood-chain/
118•gumby•2d ago•36 comments

Developing Taste

https://emilkowal.ski/ui/developing-taste
6•cat-whisperer•1h ago•4 comments

“bonsoir, Elliot”: How abliterated models can get you pwned

https://projectdiscovery.io/research/how-abliterated-models-can-get-you-pwned
41•chatmasta•3h ago•25 comments

Evidence (YC S21) Is Hiring Software Engineers

https://evidence.dev/jobs
1•hughess•9h ago

Alternatives to animal testing are finally taking off

https://spectrum.ieee.org/alternatives-to-animal-testing
324•rbanffy•15h ago•97 comments

The End of Rationing

https://sanketsaurav.com/writing/end-of-rationing
32•sanketsaurav•7h ago•27 comments

OpenBSD 8.0: released Oct 20, 2026

https://marc.info/?l=openbsd-misc&m=179245849770356&w=2
4•erikschoster•54m ago•0 comments

Agentic Monitoring

https://benjamincongdon.me/blog/2026/10/19/Agentic-Monitoring/
55•bcongdon•11h ago•3 comments

Plex vulnerabilities being exploited in the wild to drop a cryptominer

http://www.boredhackerblog.info/2026/10/plex-vulnerabilities-being-exploited-in.html
161•mindracer•13h ago•80 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.