Bookmarks

Bookurama

Apple Design Award Winner—(Not Boring) Weather, Habits, Timer, Calculator—better everyday apps, built like a game, 3D interface, customizable with skins, supported by members.

No one is free until everyone is free. That is why Showing Up for Racial Justice (SURJ) Toronto gathers white people into anti-racist action.

Explore the concept of 'model collapse' in AI. How generative AI models deteriorate when...

Discover the phenomenon of model collapse in AI. Learn why AI needs human-generated data and how to prevent model collapse.

Stable Diffusion revolutionised image creation from descriptive text. GPT-2, GPT-3(.5) and GPT-4 demonstrated astonishing performance across a variety of language tasks. ChatGPT introduced such language models to the general public. It is now clear that large language models (LLMs) are here to stay, and will bring about drastic change in the whole ecosystem of online text and images. In this paper we consider what the future might hold. What will happen to GPT-{n} once LLMs contribute much of the language found online? We find that use of model-generated content in training causes irreversible defects in the resulting models, where tails of the original content distribution disappear. We refer to this effect as Model Collapse and show that it can occur in Variational Autoencoders, Gaussian Mixture Models and LLMs. We build theoretical intuition behind the phenomenon and portray its ubiquity amongst all learned generative models. We demonstrate that it has to be taken seriously if we are to sustain the benefits of training from large-scale data scraped from the web. Indeed, the value of data collected about genuine human interactions with systems will be increasingly valuable in the presence of content generated by LLMs in data crawled from the Internet.

Play a cello inspired instrument with Viola the Bird and the help of machine learning! An experiment by David Li.

Facetype.js : typeface.js generator

A new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team

How to design sound that elevates software and won't drive you crazy

Design is not just about what people see, it's also about what they hear. Learn about how sound design can help you create a more...

Download a collection of interaction sounds for prototypes.

Freesound: collaborative database of creative-commons licensed sound for musicians and sound lovers. Have you freed your sound today?

🧩 Plug-and-play, zero-config, cross-browser extension development tool. - cezaraugusto/extension.js: 🧩 Plug-and-play, zero-config, cross-browser extension development tool.

A personal booru-style media tagger that can import files and tags from your hard drive and popular websites. Content can be shared with other users via user-run servers.

A comprehensive guide on developing feature-rich Chrome extensions using NextJS, TypeScript, and React. Learn about leveraging NextJS benefits, structuring the extension, using React, TypeScript, and Chrome APIs, and the build process.

An enhanced version of the shadcn-button component

Console Ninja VS Code extension allows you to see console.log output and runtime errors right next to your code.

Laravel is a PHP web application framework with expressive, elegant syntax. We’ve already laid the foundation — freeing you to create without sweating the small things.

Build data-heavy applications for a global audience with ease. Bring your data to the edge with Accelerate or build real-time applications based on change-data-capture with Pulse.

This D3 tutorial teaches you how to create powerful data visualizations for the web. It gives you a fast introduction to the key concepts of D3.js, like selections, data, axes, scales, bar charts, pie charts, SVG elements, and more.

Freesound: collaborative database of creative-commons licensed sound for musicians and sound lovers. Have you freed your sound today?

We cover the basics of art content creation, some of the reasoning behind various PBR standards (without getting too technical), and squash some common misconceptions.

Join the Vivaldi Community to connect with friends from around the world and discuss technology, the future of the web, and development of the Vivaldi Browser.

See how we created the Observable 10 color scheme and pick up some tips and tools for effectively coloring your charts and dashboards.

Glenn Hitchcock. Director of Design at Vercel, focussing on brand, product & process. Previously led Sketch and Fueled.

Document, Discover and Test APIs with Scalar.

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