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VoidZero Is Joining Cloudflare

https://blog.cloudflare.com/voidzero-joins-cloudflare/
216•coloneltcb•2h ago•127 comments

UK media fails to disclose defence sector links in nearly 60% of cases

https://aoav.org.uk/2026/military-experts-or-arms-industry-insiders-uk-media-fails-to-disclose-de...
314•XzetaU8•6h ago•188 comments

Ian's Secure Shoelace Knot

https://www.fieggen.com/shoelace/secureknot.htm
142•mooreds•3h ago•44 comments

They’re made out of weights

https://maxleiter.com/blog/weights
1043•MaxLeiter•15h ago•425 comments

Gaussian Point Splatting

https://momentsingraphics.de/Siggraph2026.html
109•ibobev•4h ago•37 comments

In a first, wind and solar generated more power than gas globally in April 2026

https://electrek.co/2026/05/20/in-a-first-wind-solar-generated-more-power-than-gas-globally-april...
55•speckx•40m ago•28 comments

U.S. Army Corps of Engineers Bay Model

https://en.wikipedia.org/wiki/U.S._Army_Corps_of_Engineers_Bay_Model
97•tosh•1d ago•24 comments

French-Iranian author Marjane Satrapi, author of 'Persepolis', dies at 56

https://www.france24.com/en/culture/20260604-french-iranian-author-marjane-satrapi-author-of-pers...
210•fidotron•3h ago•55 comments

Elixir v1.20: Now a gradually typed language

https://elixir-lang.org/blog/2026/06/03/elixir-v1-20-0-released/
879•cloud8421•20h ago•345 comments

Gemma 4 12B: A unified, encoder-free multimodal model

https://blog.google/innovation-and-ai/technology/developers-tools/introducing-gemma-4-12b/
941•rvz•23h ago•354 comments

Show HN: Prela – Purely Algebraic Relation Combinators

https://github.com/remysucre/prela
15•remywang•3d ago•0 comments

I built a vulnerable app and spent $1,500 seeing if LLMs could hack it

https://kasra.blog/blog/i-spent-1500-seeing-if-llms-could-hack-my-app/
309•jc4p•14h ago•152 comments

AccessOwl (YC S22) is hiring an AI TypeScript Engineer to connect 300 SaaS tools

https://www.ycombinator.com/companies/accessowl/jobs/hfWAhVp-ai-enabled-senior-software-engineer-...
1•mathiasn•3h ago

Under Notre Dame, a 'dig of the century' unearths 1,700 years of history

https://apnews.com/article/notre-dame-dig-treasures-paris-archaeology-roman-dae41f792c1402faf32a8...
109•cobbzilla•2d ago•29 comments

Artificial intelligence is not conscious – Ted Chiang

https://www.theatlantic.com/philosophy/2026/06/no-artificial-intelligence-is-not-conscious/687378/
588•lordleft•21h ago•961 comments

Failing grades soar with AI usage, dwindling math skills in Berkeley CS classes

https://www.dailycal.org/news/campus/academics/failing-grades-soar-as-professors-see-greater-ai-u...
537•littlexsparkee•14h ago•486 comments

I was recently diagnosed with anti-NMDA receptor encephalitis

https://burntsushi.net/encephalitis/
680•Tomte•1d ago•209 comments

thunderbolt-ibverbs: We have InfiniBand at home

https://blog.hellas.ai/blog/thunderbolt-ibverbs/
83•zdw•2d ago•4 comments

The ways we contain Claude across products

https://www.anthropic.com/engineering/how-we-contain-claude
173•jbredeche•14h ago•79 comments

Uber's $1,500/month AI limit is a useful signal for AI tool pricing

https://simonwillison.net/2026/Jun/3/uber-caps-usage/
550•pdyc•1d ago•677 comments

3D-printed book turns its own G-code into raised lettering

https://www.designboom.com/design/3d-printed-book-manual-darius-ou-benson-chong/
5•surprisetalk•2d ago•0 comments

Learn SQL Once, Use It for 30 Years

https://fagnerbrack.com/learn-sql-once-use-it-for-30-years-9aceb0bdee03
177•karakoram•3d ago•126 comments

Claude Code and Codex Can Have Real-Time Conversation via Git

https://medium.com/@Koukyosyumei/claude-code-and-codex-can-have-real-time-conversation-via-git-f9...
80•syumei•4d ago•63 comments

Kiki – a tiny homepage construction kit with a small footprint

https://tomotama.com/kiki
69•tobr•3d ago•45 comments

DaVinci Resolve 21

https://www.blackmagicdesign.com/products/davinciresolve/whatsnew
505•pentagrama•1d ago•223 comments

ESP32-S31

https://www.espressif.com/en/products/socs/esp32-s31
334•volemo•23h ago•179 comments

A Man Who Reads Books for a Living

https://lithub.com/the-man-who-reads-books-for-a-living-one-every-two-days/
154•gmays•19h ago•111 comments

When su replaced login for becoming another Unix login

https://utcc.utoronto.ca/~cks/space/blog/unix/SuAsLoginReplacement
41•ankitg12•3h ago•8 comments

A Post-Quantum Future for Let's Encrypt

https://letsencrypt.org/2026/06/03/pq-certs
295•SGran•1d ago•153 comments

Meteor Explodes over Massachusetts

https://www.nbcboston.com/news/local/meteor-explodes-over-massachusetts-what-we-know-and-where-it...
143•1970-01-01•2d ago•82 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.