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Hacker News Show HN: Infinite canvas notes in the non-Euclidean Poincaré disk

An infinite canvas note-taking tool that leverages the brain's spatial memory through a unique fluid distortion, projecting infinite space into a finite disk to keep everything contextually visible, addressing limitations of screen real estate.

132
Traction Score
23
Discussions
Jun 7, 2026
Launch Date
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Product Positioning & Context

AI Executive Synthesis
An infinite canvas note-taking tool that leverages the brain's spatial memory through a unique fluid distortion, projecting infinite space into a finite disk to keep everything contextually visible, addressing limitations of screen real estate.
This project explores a radical departure from conventional UI/UX for note-taking, leveraging non-Euclidean geometry to manage infinite canvas space. Its core value proposition is enhancing spatial memory and contextual visibility, addressing the inherent limitations of finite screen real estate. The use of LLMs to overcome complex mathematical hurdles in coordinate system design and optimization highlights a growing trend: AI as an enabler for previously intractable computational challenges in software development. While experimental, this tool represents a potential paradigm shift in information organization, moving beyond linear or hierarchical structures. It targets knowledge workers and researchers seeking advanced methods for thought organization, potentially unlocking new efficiencies in complex information management.
Hi!This is an infinite canvas note-taking tool where notes are laid out in a non-Euclidean, hyperbolic geometric space. As you drag and navigate through the view, you’ll experience a unique fluid distortion that naturally leverages your brain's spatial memory.I’ve been obsessed with the concept of space in HCI for years. Many modern UI patterns are essentially workarounds for the lack of screen real estate. While researching zoom-based UIs a while back, I stumbled upon old HCI papers that used the Poincaré disk model of the hyperbolic plane to organize data. It elegantly projects an infinite space into a finite disk, keeping everything contextually visible.I wanted to build an experimental app around this concept years ago, but the non-Euclidean math was a significant roadblock. Recently, I decided to give it a shot with the help of LLMs. It turns out that LLMs can handle the mathematical heavy lifting quite well, specifically in designing the coordinate systems and optimization algorithms, provided that you guide them with a solid architectural design.This is still an experimental demo, but I hope it leaves an impression. I’d love to know if you find this paradigm practical for organizing your thoughts.
infinite canvas note-taking tool non-Euclidean hyperbolic geometric space Poincaré disk model HCI zoom-based UIs coordinate systems

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Deep-Dive FAQs

What is Infinite canvas notes in the non-Euclidean Poincaré disk?
Infinite canvas notes in the non-Euclidean Poincaré disk is analyzed by our AI as: An infinite canvas note-taking tool that leverages the brain's spatial memory through a unique fluid distortion, projecting infinite space into a finite disk to keep everything contextually visible, addressing limitations of screen real estate.. It focuses on This project explores a radical departure from conventional UI/UX for note-taking, leveraging non-Euclidean geometry to manage infinite canvas spac...
Where did Infinite canvas notes in the non-Euclidean Poincaré disk originate?
Data for Infinite canvas notes in the non-Euclidean Poincaré disk was aggregated directly from the Hacker News community ecosystem, representing raw developer and early-adopter sentiment.
When was Infinite canvas notes in the non-Euclidean Poincaré disk publicly launched?
The initial public indexing or launch date for Infinite canvas notes in the non-Euclidean Poincaré disk within our tracked developer communities was recorded on June 7, 2026.
How popular is Infinite canvas notes in the non-Euclidean Poincaré disk?
Infinite canvas notes in the non-Euclidean Poincaré disk has achieved measurable traction, logging over 132 traction score and facilitating 23 recorded discussions or engagements.
Which technical categories define Infinite canvas notes in the non-Euclidean Poincaré disk?
Based on metadata extraction, Infinite canvas notes in the non-Euclidean Poincaré disk is categorized under topics such as: infinite canvas, note-taking tool, non-Euclidean, hyperbolic geometric space.
What are some commercial alternatives to Infinite canvas notes in the non-Euclidean Poincaré disk?
Our semantic intelligence engine identifies potential commercial alternatives in the SaaS space, such as PI-Link Speed Radar, which offers overlapping value propositions.
How does the creator describe Infinite canvas notes in the non-Euclidean Poincaré disk?
The original author or development team describes the product as follows: "Hi!This is an infinite canvas note-taking tool where notes are laid out in a non-Euclidean, hyperbolic geometric space. As you drag and navigate through the view, you’ll experience a unique fluid d..."

Community Voice & Feedback

mapontosevenths • Jun 7, 2026
This is neat. I built an LLM once that stored its embeddings in poincare space, and it was a struggle for me to visualise what it was doing at first. This would have helped.
jlg23 • Jun 6, 2026
This is ideal for large argument maps, thank you!
penteract • Jun 6, 2026
I'm a bit more interested in what it teaches about the hyperbolic plane than I am in it's effectiveness as a note taking app (although the way it supports an exponentially growing tree does seem appropriate for depicting knowledge - I'd be interested to see something like a force directed graph of Wikipedia plotted on the hyperbolic plane).The points and arrows do move and change shape appropriately while panning, but the images and text do not. It might be possible to use feDisplacementMap (an SVG filter effect) cleverly to get the deformations right. This would probably make performance worse, and I'm not sure how readable the text would be, but it would mean that things wouldn't start overlapping each other while panning.
AxisAngles • Jun 6, 2026
This is very cool. It maps to my existing understanding of how knowledge actually works.You often don't need to see the whole hyperbolic disc, only some region in the center, and there, the text would largely still be readable.The arrows are drawn in hyperbolic space, but the text is not; it really should be. Then there will never be an overlap problem.Alternatively, the center of the text (or generally the anchor) of the text box could still be oriented to the screen to seed the render orientation, just like it already is, but allow the rest to be drawn following the rules of geodesics in the hyperbolic space. though I don't know if that would work as well.
nooron • Jun 6, 2026
I love it -- would like to use this daily.
ofalkaed • Jun 6, 2026
This would be fantastic on a tablet; stylus for entry and fingers for navigation would make it very efficient and a great improvement over the standard infinite page. I would probably pay for a non-web tablet version, it is rare my tablet is connected to the internet.
lioeters • Jun 6, 2026
Very interesting user interface concept, and smooth implementation. It's weirdly intuitive, like navigating on the surface of a sphere, or zooming in/out of a kind of spherical perspective where things that are further away are smaller in size. I had difficulty at first reaching some small clustered points, until I got the hang of it.An idea that came to mind is that maybe some shading would help, with closer areas brighter and more distant areas darker. Or, like another comment said, an option to show/hide a grid.
OneDeuxTriSeiGo • Jun 6, 2026
I really like the approach but it'd certainly be nice to be able to use alternate topologies.Also it'd be nice if there was an underlying grid plotting the metric/distance function to help conceptualize distance/relationships better when you get to the edges.
gatane • Jun 6, 2026
You might as well look at HyperRogue, where the whole game happens to be on the same model.
isoprophlex • Jun 6, 2026
It's Greg Egan's notebook!

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