frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

ChatGPT Desktop (Codex Desktop) for Linux

https://openai.com/codex/
114•allanrbo•4h ago•51 comments

DeepSeek V4 Pro 0813

https://openrouter.ai/deepseek/deepseek-v4-pro-0813
923•explosion-s•17h ago•373 comments

Tracking down the 16-year-old WAL-reset SQLite bug

https://tailscale.com/blog/sqlite-wal-reset-bug
1033•ropbear•19h ago•193 comments

Mistral got a US patent on tool calls in 118 days. Without prior public notice

https://agent-wars.com/news/2026-08-11-mistral-code-tool-calls-patent-b1
6•berofeev•32m ago•0 comments

Qwen3.8-2.4T

https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B
619•Philpax•18h ago•146 comments

Delta

https://zed.dev/blog/introducing-delta
546•khy•15h ago•196 comments

Principia Mathematica is modern and insightful

https://okmij.org/ftp/Computation/Impressions/PrincipiaMathematica.html
151•matt_d•10h ago•67 comments

Antiqua–Fraktur dispute

https://en.wikipedia.org/wiki/Antiqua%E2%80%93Fraktur_dispute
84•buzzy_hacker•2d ago•13 comments

2026 Eclipse Webcams

https://jonty.github.io/2026_eclipse_webcams/
485•zoenolan•21h ago•132 comments

The punched card tabulator

https://www.ibm.com/history/punched-card-tabulator
10•Bluestein•5d ago•0 comments

uBlock Origin Is Giving Up the Fight to Keep Ads Off Facebook

https://digitalescapetools.com/2026/08/ublock-origin-stops-chasing-facebook-ads.html
492•Markoff•22h ago•598 comments

Happy 45th Birthday to the IBM PC and Model F/XT

https://sharktastica.co.uk/articles/pc-fxt-45
90•tart-lemonade•9h ago•23 comments

Flutter 3.47

https://flutter.dev/blog/whats-new-in-flutter-3-47
99•gumby271•9h ago•99 comments

Tim King, AmigaDOS developer, has died

https://amiga-news.de/en/news/AN-2026-08-00070-EN.html
272•doener•19h ago•33 comments

Why Target Common Lisp for Code Generation?

http://funcall.blogspot.com/2026/08/why-vibe-code-in-lisp.html
97•oumua_don17•1d ago•85 comments

Mushroom behind 'tiny people' hallucinations identified

https://phys.org/news/2026-08-qa-mushroom-tiny-people-hallucinations.html
141•wglb•5d ago•116 comments

HTML over WebSockets: real-time SPAs with barely any JavaScript

https://en.andros.dev/blog/ef4968f5/html-over-websockets-real-time-spas-with-barely-any-javascript/
198•redbell•16h ago•136 comments

Grok 4.6

https://x.ai/news/grok-4-6
542•iLuddite•18h ago•491 comments

Launch HN: Discovered Materials (YC P26) – AI agents to discover new materials

https://discoveredmaterials.com/research/
137•advaith08•1d ago•29 comments

From rubber boots to Copa: When MicroProse Soccer revolutionized football

https://spillhistorie.no/2026/08/08/fra-gummistovler-til-copa-da-microprose-soccer-revolusjonerte...
24•TMWNN•3d ago•1 comments

Thanks to social media, canned sardines are a scarcity on the supermarket shelf

https://corneroffifth.studio/why-cant-you-find-canned-sardines-right-now/
120•carabiner•11h ago•153 comments

The Three-Stroke Problem

https://penpot.app/blog/the-three-stroke-problem/
10•elenathor•1w ago•0 comments

Why tiny JPEGs look different in Chrome

https://guillaumetech.github.io/posts/jpg-scaling-chrome/
299•gutechh•19h ago•65 comments

Someone is running mass vulnerability scans, spoofing AI bots like ClaudeBot

https://knownagents.com/insights
276•gavinhking•19h ago•202 comments

Breaking the WAL

https://antithesis.com/blog/2026/wal-reset-bug/
107•wwilson•13h ago•43 comments

Pixel Watch 5

https://blog.google/products-and-platforms/devices/pixel/pixel-watch-5/
143•ortusdux•17h ago•282 comments

Build Wide, Ship Narrow

https://adapt.com/blog/build-wide-ship-narrow
84•ashumz•9h ago•24 comments

Shade Map

https://shademap.app
196•fredley•20h ago•49 comments

Lovable raises $400M Series C

https://lovable.dev/blog/series-c
141•thoughtpeddler•17h ago•149 comments

AI is removing the middle class of software engineering?

https://blog.florianherrengt.com/ai-removing-middle-class-software-engineering.html
875•florianherrengt•20h ago•785 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.