Great work by Asma Ghandeharioun and others in PAIR on a new interpretability framework: 🩺Patchscopes

Toasters have blinking lights, cars have speedometers. Should chatbots have dashboards too?

A speculative essay👉 The System Model and the User Model: Exploring AI Dashboard Design
arxiv.org/abs/2305.02469

Students explore the aesthetics of computing in new computer science course at SEAS. 'CS73: Code, Data, and Art' is co-taught by Martin Wattenberg and Fernanda Viégas, and teaches students how to create abstract art and communicate data sets through visualizations. buff.ly/3GXpkTE

We are conducting a paid user research study (remote) to understand how practitioners are using the People + AI Guidebook. If you have ever used (or tried to use) the PAIR Guidebook in AI/ML projects, please consider signing up.

Sign-up link: forms.gle/uyGHAKWSPseFQk…

The Wind Map turns 10 today! I'm still mesmerized by the powerful force it depicts. hint.fm/wind

Looking for a postdoc position in data visualization, human-centered machine learning, or both? Consider joining our lab at Harvard!

Here’s the official announcement: main.hercjobs.org/jobs/15670780/…

My kids just donated to Save the Children US to support their life changing programs for children in need bit.ly/2j4KYfY

Consider donating this season.

We are hiring a full-stack software engineer for the PAIR team at Google AI to work on projects at the intersection of #ML and #HCI , including our interpretability tools to support responsible #AI practices. Apply at careers.google.com/jobs/results/1…

Hannah Fry Hannah Fry does a great job of showing how 'humble' graphs such as line charts and scatter plots have changed the world and our understanding of it:

Thanks for the pointer, Marie Pellat !

newyorker.com/magazine/2021/…

Are you an academic working in the areas of Participatory ML, Accessibility, Algorithmic Fairness or Higher Education in CS? If so, apply to Google’s Award for Inclusion Research (AIR)!

AIR is an international program 🤩
Application deadline: July 14
research.google/outreach/air-p…

Interested in working with the PAIR team at Google on projects like Know Your Data?

Apply here, we're hiring!

And yes, 'full stack': we really care about folks thinking about the intersection between UX / frontend and large scale data munging.

careers.google.com/jobs/results/1…

The PAIR.withGoogle.com team is hiring in Paris - if you are a Research Scientist or Software Engineer with a keen interest in research, look here :) careers.google.com/jobs/results/1…