AIxDESIGN Bookmark Library

What is machine learning? See how it works with our animated data visualization.

Heuristics and applied use cases to drive AI-powered experiences

By Daphne Milner via It's Nice That | Mainstream conversations around artificial intelligence, while sometimes characterised by a rhetoric of scientific progress, often deal with anxieties related to the tech. Critiquing its shortcomings is not enough, however. Art can help shape the future of artificial intelligence by exposing its limitations and tendencies to further systemic inequalities.

By fph | What if human data is de-humanized? What if technology restricts human agency? This speculative design work and reflection explores the digital culture that might emerge, while serving as a reminder of the necessity for human-machine collaboration.

by Kursat Ozenc via Ritual Design Lab | 6 Reflections on Stanford’s Culturally Relevant AI Summit

By Ben Syverson, IDEO | What happens when you invite GPT-3 to a virtual brainstorm session? A designer/developer at IDEO ran an experiment and wrote about it here!

By Stanford HAI | The AI Index Report tracks, collates, distills, and visualizes data relating to artificial intelligence to develop a deeper understanding of the complex field.

By ai-explanations (an ad-hoc feminist collective of digital rights researchers, design thinkers, artists, journalists and social media specialists) | "HOW is AI and digital technology shaping our realities, rights, justice, equality ? What are the harms? How can we counter these harms as individuals, communities, governments? What are we hopeful for and how can we fix or overthrow these systems together?"

AI outputs are fascinating, but lack empathy, creativity, and context. Because of this designers have the responsibility to design ethical…

By Rebecca Feibrink | A paper aiming to provide foundation for the research and practice of machine learning education for creative practitioners.

Presentation at the Netflix Expo session at RecSys 2020 virtual conference on 2020-09-24. It provides an overview of recommendation and personalization at Netf…

At Netflix we take context of the member seriously. In this keynote talk we will see how modeling contextual factors such as time or device can help members to…

An artistic overview of an experimental AI x typography project done by a graphic design student using Processing, Wekinator (no-code ML tool), and a microphone. Check out the other projects from CCA IxD and graphic design students on the showcase page.

Latent Riot is a series of artificial protest signs produced by a generative neural network. Thanks Ploi for sharing this on Slack!

The team at Variable Studio designed and developed algorithms to generate book covers for an NGO web portal. Read through the case to see the nicely written and visualized process.

From Openers by AI: Can't find the right words to start a conversation? We have used GPT-3 to generate dozens of thousands of Tinder openers and picked the best of them (according to our limited experience).

From doteveryone | An agile practice for responsible innovators

Open source framework for creative coding for Kotlin / Java 8+ that simplifies writing real-time interactive software.

"This database* is an ongoing project to aggregate tools and resources for artists, engineers, curators & researchers interested in incorporating machine learning (ML) and other forms of artificial intelligence (AI) into their practice."

Autoencoders: https://colab.research.google.com/github/zaidalyafeai/Notebooks/blob/master/AutoEncoders.ipynb Colorization: https://demos.algorithmia.com/colorize-photos https://www.myheritage.co.il/incolor https://colab.research.google.com/github/jantic/DeOldify/blob/master/ImageColorizerColab.i...

Call for submissions (speakers) — KISD

From Future Law Institute | 20 March 2021, 15:00 – 18:00 CET

From HAI Stanford. Thanks to Jascha for sharing. | March 25, 2021, 09:00–03:00

From AI Impact Alliance & Valentine Goddard. Thanks to Dorota for sharing. | Multiple dates available.

Happening online and in-person (Hong Kong) | 10 - 14 June, 2021

Online | 5 - 18 May, 2021

From Reaktor + Alice Labs | 5 May, 2021, 09:00 CET / 10:00 EET

From Feminist AI | 1 May, 2021, 11:00 - 12:00 PST