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Insuring Against an Oracle Default Is Getting Costlier. Is It a Bad Omen for AI?

https://www.barrons.com/articles/oracle-credit-default-swap-spreads-ai-omen-c4798324
1•moose_man•8s ago•0 comments

Parsing: Ruby Understands Your Code

https://patshaughnessy.net/2025/10/27/parsing-how-ruby-understands-your-code
1•thomascountz•28s ago•0 comments

List of 4.51B Internet Domains

https://cs2.ip.thc.org/RDNS/readme.txt
1•gosmit_bulca•2m ago•0 comments

Babble Hypothesis

https://en.wikipedia.org/wiki/Babble_hypothesis
1•thunderbong•3m ago•0 comments

Australian influencer family move to UK to avoid social media ban

https://www.bbc.com/news/articles/c8x1ry124eqo
1•breve•3m ago•0 comments

Show HN: The Copilot for Engineering Leaders

https://eliuai.com/
1•lohii•5m ago•0 comments

Show HN: Yet another free LaTeX OCR tool for STEM/AI learners, run in browser

https://texocr.netlify.app/
1•alephpi•10m ago•1 comments

Wall Street's Elite Are Turning Marathon Times into a Status Symbol

https://www.bloomberg.com/news/articles/2025-10-31/marathon-times-are-a-status-symbol-for-wall-st...
1•helsinkiandrew•12m ago•1 comments

'Nobody owns the sand': The 12-metre fence dividing an affluent beach town

https://www.bbc.co.uk/news/articles/cgkznrjme1po
3•mellosouls•30m ago•0 comments

Show HN: The Best Tools To Ever Exist

https://github.com/GithubAnant/toolss
1•anant_who•34m ago•1 comments

Ask HN: Data analyst and software engineering? Is there a role like this?

1•mettamage•35m ago•0 comments

Flux Kontext AI

https://flux1kontext.ai/
1•zhaomeng•42m ago•0 comments

Chopdi AI

https://www.chopdi.ai/
1•Hamid213•47m ago•1 comments

Yzer – Learn About Bitcoin, Finance and Economics

https://yzer.io/
1•janandonly•51m ago•0 comments

.arpa, rDNS and a few magical ICMP hacks

https://sdomi.pl/weblog/24-arpa-hacks/
2•caminanteblanco•52m ago•0 comments

Challenging the Fastest OSS Workflow Engine

https://obeli.sk/blog/challenging-fastest-workflow-engine/
1•birdculture•53m ago•0 comments

Show HN: Newsmap - See Articles on a World Map

https://newsmap.info/
16•marinoluca•55m ago•0 comments

Show HN: PostForgeHub – Turn 1 content into 50 social posts with AI

https://postforgehub.com
1•liangguangtong•1h ago•0 comments

Current ETL/ELT tools solve one problem, but seems lacking on E2E solution

2•vivekburman•1h ago•2 comments

Scientists look to genetics to explain why GLP-1 drugs work only for some people

https://www.scientificamerican.com/article/why-ozempic-and-wegovy-dont-cause-weight-loss-for-ever...
1•bookofjoe•1h ago•1 comments

The holes in the map: England's unregistered land

https://whoownsengland.org/2019/01/11/the-holes-in-the-map-englands-unregistered-land/
4•fanf2•1h ago•0 comments

My Micro Portfolio

https://mohddanish.com/open
1•mddanishyusuf•1h ago•0 comments

19: Richard Hipp, SQLite [video]

https://www.youtube.com/watch?v=2SGCX0Dl-74
1•atomicnature•1h ago•1 comments

Show HN: One Halloween Night" – Free Story-Driven Horror for Spooky Quick Plays

https://onehalloweennight.app/
1•aishu001•1h ago•0 comments

Space Exploration Logo Archive

https://spaceexplorationlogoarchive.webflow.io
1•graposaymaname•1h ago•0 comments

Show HN: An ergonomic metrics crate for Rust

https://github.com/chainbound/prometric
1•mempirate•1h ago•0 comments

Claude-Workflow

https://www.npmjs.com/package/claude-workflow
1•fullstacktard•1h ago•0 comments

GitHub PR Graph Generator

https://github.com/hnarayanan/pr-graph-generator
2•hnarayanan•1h ago•0 comments

Genetically Engineered Fungus Could Help Fix Your Mosquito Problem

https://www.nytimes.com/2025/11/01/science/fungus-mosquitoes-genetic-engineering.html
1•quapster•1h ago•0 comments

The purported benefits of effect systems

https://typesanitizer.com/blog/effects-convo.html
2•Bogdanp•1h ago•0 comments
Open in hackernews

Show HN: Strange Attractors

https://blog.shashanktomar.com/posts/strange-attractors
478•shashanktomar•11h ago
I went down the rabbit hole on a side project and ended up building this: Strange Attractors(https://blog.shashanktomar.com/posts/strange-attractors). It’s built with three.js.

Working on it reminded me of the little "maths for fun" exercises I used to do while learning programming in early days. Just trying things out, getting fascinated and geeky, and being surprised by the results. I spent way too much time on this, but it was extreme fun.

My favorite part: someone pointed me to the Simone Attractor on Threads. It is a 2D attractor and I asked GPT to extrapolate it to 3D, not sure if it’s mathematically correct, but it’s the coolest by far. I have left all the params configurable, so give it a try. I called it Simone (Maybe).

If you like math-art experiments, check it out. Would love feedback, especially from folks who know more about the math side.

Comments

Grosvenor•11h ago
This is so cool. Back in highschool during the Jurassic age I used ti play with attractors a lot. Unfortunately on a 486 it took 20-30 minutes to draw one even at low resolution. This renders in realtime and in 3D. Great work!

Still they've had a strong impact in how I see systems - orbits, instability, etc.

anjel•8h ago
Fractint4life https://fractint.org/
cs702•11h ago
Beautiful.

Thank you for sharing this on HN.

JKCalhoun•11h ago
"IMSAI guy" created a Lorenz attractor circuit [1]. He talks more about it later [2]. I remember seeing the Lorenz attractor on some TV show about chaos.

[1] https://youtu.be/0wD2WbG7loU

[2] https://youtu.be/c14aXxlSxZk

Loughla•10h ago
I got really into fractals and attractors when I was also really into mushrooms, lsd, and dmt during my graduate studies.

It actually shaped my post doc work quite a bit and shifted my focus from individual classroom education to strategic systems analysis of entire university and k-12 institutions. Somewhere along the way, a switch flipped and allowed me to view complicated hierarchies like college systems as 2-d fractal geometry in my mind. I can't really explain it, but now that I consult, I can feel when a department is broken before I can prove it with data. It's like they don't fit or reflect the main structure of the institution.

I would not suggest taking this route though. Maybe just take some graduate courses or something.

Fun fact, though, defending your dissertation to a room of around 200 people while still feeling the effects of dmt is a really good way to induce a panic attack. Source: it's me. I'm source material.

orzig•10h ago
Hobbyists hacking around and sharing their art, best part of the Internet!
hshdhdhehd•10h ago
Very pleasant to watch!
adtac•10h ago
too many of these vaguely look like what galaxies look like from earth

e.g. https://i.imgur.com/ZjiBF8f.png

just a coincidence?

layer8•9h ago
Galaxies don't really look like that.
HeliumHydride•10h ago
How can I code my own attractor?
dmbche•9h ago
Pick one and implement it. Find the equations to the lorentz attractor and use those if you need a suggestion.
vis_lover•10h ago
Super cool visulitations.

Side note: Did anyone else know it was AI before reading the post? Mathematicians would be argent enough to assume the name was enough, displaying the algo when clicking the name was the give away.

shashanktomar•10h ago
Author here, I have tried labeling the "More Information" sections as "AI Generated" where it was directly summarized from the wikipedia article, otherwise most of the post is written by me. I have taken help from AI to fact check and refine few things here and there, but boundaries are so blur now that am not sure if i should label the full post as AI Assisted.
cableclasper•10h ago
Visualizations like this truly highlight how much there is to be gained from viewing the 3D phase space, but also how much richness we miss in >3D!

(I wonder if there are slick ways to visualise the >3D case. Like, we can view 3D cross sections surely.

Or maybe could we follow a Lagrangian particle and have it change colour according to the D (or combination of D) it is traversing? And do this for lots of particles? And plot their distributions to get a feeling for how much of phase space is being traversed?)

This visualization also reminds me of the early debates in the history of statistical mechanics: How Boltzmann, Gibbs, Ehrenfest, Loschmidt and that entire conference of Geniuses must have all grappled with phase space and how macroscopic systems reach equilibrium.

Great work Shashank!

flatline•6h ago
The conclusion I’ve come to from works like Flatland, 4D toys, etc., is that we simply don’t have the neural circuitry to grasp anything beyond three dimensions. We can reason about them, we can make inferences about the whole from partial understanding, but we cannot truly grasp more than three, or perhaps only for an instant of forced conceptualization using heuristics like you mentioned. Even three is a stretch, our minds have adapted to build a three dimensional realm from something like a 2.5 dimensional field of combined visual, tactile, and auditory stimuli. I suspect 3D reasoning itself is a huge adaptive trait compared to most other animals.
cantor_S_drug•4h ago
Do you think an AI can learn this intuition by training it in similar environment?
vincnetas•4h ago
Can we train our neurons? Like the experiment where human vision adapted to upside down image, could our brains somehow adapt to understanding 4D data from VR headset?
gf000•1h ago
I'm sure some form of training is possible where you get a better understanding of a 4D universe with some limited inference abilities, but with a bad analogy, this would all be "software emulated" with no hardware acceleration - we only have the latter for 3D and we can't update it without a hardware change.
logicchains•1h ago
With future improvements in brain-computer interfaces it might well be possible to send a 4D visual signal into the brain.
apples_oranges•1h ago
Good point, why not? Communicating it back to us could be a problem. Hmm.. what if future ais hide data from us in dimensions we can’t wrap our heads around?
sorokod•34m ago
At least for 4D, would you not consider 3D-over-time as a four dimensional model? Doesn't watching the evolution as seen here allows for building up an intuition ?
slicktux•9h ago
Lorenz Equations and Chua Circuits probed with an analog oscilloscope is mesmerizing! Great videos of a Chua Circuit being probed with an analog scope… Also, plugging the circuit to a speaker via AUX port gives white noise ;)
pkspks•9h ago
This is absolutely stunning. Wonderful some function of the state of a point can give it colour.
shashanktomar•9h ago
Author here, there is a setting to pick colour mode. I implemented it after similar suggestion by someone on twitter. Give it a try.
pkspks•7h ago
It already supports colour!
jerf•8h ago
"not sure if it’s mathematically correct,"

There isn't always "a" correct extension into higher dimensions. There may be many, there may be none, and either way something "close enough" may well be interesting in its own right.

If you'd like something concrete to poke at you can try searching around for people's adventures in trying to make a 3D Mandelbrot. I've seen a couple of good write-ups on those adventures. I don't know if anyone has ever landed on a "correct" solution, it's been years since I last looked, but certainly some very interesting possibilities have been found.

Xophmeister•8h ago
Neat :) When I was a teenager, some 25+ years ago, I wrote a chaotic attractor visualiser like this — but only in 2D — and it occurred to me, “What if instead of visualising it, I rendered it to audio?” I don’t remember the details: I think frequency was correlated with polar angle and amplitude to magnitude. It forced me to learn how to write WAV format — which was my first introduction to endianness — but the result wasn’t completely inaudible! A bit like the sound effects for computers in old sci-fi movies; random(ish) but not discordant beeps and boops!
gausswho•7h ago
Along these lines there are at least two modules that I know of in Eurorack focused on strange attractors, and they're both a LOT of fun adding this kind of unpredictable-but-cyclical movement to your sounds:

- Hypster by Nonlinear Circuits (https://modulargrid.net/e/nonlinearcircuits-ian-fritz-s-hyps...)

- Orbit 3 by Joranalogue (https://modulargrid.net/e/joranalogue-audio-design-orbit-3)

metacortexx•7h ago
Love seeing projects like this, just pure curiosity, creativity, and fun
Figs•7h ago
The demo makes some nice spirals on the ends. They look like galaxies with the rendering.

It reminded me of one of my (cranky) musings from back in college about galaxy formation and whether they were more like tossed pizzas (i.e. spreading out) than like whirlpools getting sucked in.

aniijbod•7h ago
I don't care about the math, the computation, the physics. This is just by far the most beautiful thing(s) I have ever seen.
neilpmas•7h ago
Well that's my productivity blown for the day. Love it.
srvmshr•6h ago
Coincidentally enough, I dug out my 11th grade CS project on generating fractals from 2002 & modernized it using SFML graphics lib just this week.

https://github.com/gradientwolf/fractals_SFML

Your post gives me so much joy. These tiny little things take me back to teenage years, simpler times & when interests were different. (I put a little note as "why" in my GH repo readme)

shashanktomar•4h ago
Thanks a lot, it was clearly worth the effort.
navigate8310•6h ago
The way you explained the mathematical theory was very intuitive and refreshing. It would be every interesting to read if you could also write more on other topics of your interest.
tmshapland•6h ago
Beautiful. Reminds me of starling murmurations. https://www.youtube.com/watch?v=V4f_1_r80RY
felipelalli•6h ago
I have no idea what is this, but it's beautiful.
imoverclocked•5h ago
Reminds me of the xscreensaver, “strange” :)
sunjester•5h ago
reminds me of phong. https://phong.com/
Sreenington•5h ago
this is so cool! would be awesome if you can add params to mess with a and b value so we can "find" our own strange attractor patterns. maybe a free mode?
shashanktomar•5h ago
Author here, it already supports that for the best attractors. On phone there is a menubar at bottom, on desktop you can’t miss it.
Atiscant•4h ago
Absolutely great. Thank you for sharing.
bntr•3h ago
Great visualization! It would be good to add some fog for a better perception of 3D.
gigatexal•3h ago
This is mesmerizing and very cool. Thank you!
GistNoesis•3h ago
How do I write my custom attractor equation ?
eps•1h ago
Mesmerizing stuff.

Can you allow changing attractor control constants without resetting the sim? E.g. going from 0.19 to 0.21 in Thomas while it's already in a stable state.

It's be interesting to see what'll happen.

axi0m•1h ago
I'd like one of these as my screen saver. Great work!
nxpnsv•46m ago
This is really pretty. A loong time ago when I wrote a Lorentz attractor on my 486 with turbo pascal and inline assembler, I could only dream of such smoothness back then...
ilovefood•41m ago
Super cool and well done. They are much better in 3D! :)

I made a similar experiment a while ago and randomized the parameters. Given it's difficult to stumble on a stable arrangement, I turned it into a small game to find pretty ones: (big disclaimer: this involves NFT tech, please skip if you're against that sort of stuff) https://karimjedda.com/symmetry-in-chaos-my-first-generative...

Libidinalecon•19m ago
Really visually wonderful. I tried to self learn about nonlinear dynamics after reading about Takens's theorem last year but I have to admit, I have no idea what an attractor is actually showing like this.

This might be inspiration to try to grasp these ideas again.

Rotating the Lorenz makes me think otherwise though because given the amount of time I put into this, I should understand that much more than I do.

Chance and Chaos by David Ruelle is a wonderful little book.