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AMIE gains vision: A research AI agent for multimodal diagnostic dialogue
We share a first of its kind demonstration of a multimodal conversational diagnostic AI agent, multimodal AMIE.
Benchmarking LLMs for global health
A dataset and benchmarking pipeline using synthetic personas to understand and optimize LLM performance for tropical and infectious diseases (TRINDs).
Improving brain models with ZAPBench
In collaboration with HHMI Janelia & Harvard, we introduce ZAPBench, a whole-brain activity dataset and benchmark with single cell resolution on the larval zebrafish to enable the development …
From Beta to Bedrock: Build Products that Stick.
As a product builder over too many years to mention, I’ve lost count of the number of times I’ve seen promising ideas go from zero to hero in a few weeks, only to fizzle out within …
Introducing Mobility AI: Advancing urban transportation
Google Research introduces Mobility AI, a program leveraging AI advancements in measurement, simulation, and optimization to provide transportation agencies with powerful tools for data-driven …
User Research Is Storytelling
Ever since I was a boy, I’ve been fascinated with movies. I loved the characters and the excitement—but most of all the stories. I wanted to be an actor. And I believed that I’d get to …
To Ignite a Personalization Practice, Run this Prepersonalization Workshop
Picture this. You’ve joined a squad at your company that’s designing new product features with an emphasis on automation or AI. Or your company has just implemented a personalization …
The Wax and the Wane of the Web
I offer a single bit of advice to friends and family when they become new parents: When you start to think that you’ve got everything figured out, everything will change. Just as you start …
Opportunities for AI in Accessibility
In reading Joe Dolson’s recent piece on the intersection of AI and accessibility, I absolutely appreciated the skepticism that he has for AI in general as well as for the ways that many have …
I am a creative.
I am a creative. What I do is alchemy. It is a mystery. I do not so much do it, as let it be done through me. I am a creative. Not all creative people like this label. Not all see …
Humility: An Essential Value
Humility, a designer’s essential value—that has a nice ring to it. What about humility, an office manager’s essential value? Or a dentist’s? Or a librarian’s? They all sound great. …
Personalization Pyramid: A Framework for Designing with User Data
As a UX professional in today’s data-driven landscape, it’s increasingly likely that you’ve been asked to design a personalized digital experience, whether it’s a public website, user …
Mobile-First CSS: Is It Time for a Rethink?
The mobile-first design methodology is great—it focuses on what really matters to the user, it’s well-practiced, and it’s been a common design pattern for years. So developing your CSS …
Designers, (Re)define Success First
About two and a half years ago, I introduced the idea of daily ethical design. It was born out of my frustration with the many obstacles to achieving design that’s usable and equitable; …
Breaking Out of the Box
CSS is about styling boxes. In fact, the whole web is made of boxes, from the browser viewport to elements on a page. But every once in a while a new feature comes along that makes us rethink …
How to Sell UX Research with Two Simple Questions
Do you find yourself designing screens with only a vague idea of how the things on the screen relate to the things elsewhere in the system? Do you leave stakeholder meetings with unclear …
A Content Model Is Not a Design System
Do you remember when having a great website was enough? Now, people are getting answers from Siri, Google search snippets, and mobile apps, not just our websites. Forward-thinking …
Design for Safety, An Excerpt
Antiracist economist Kim Crayton says that “intention without strategy is chaos.” We’ve discussed how our biases, assumptions, and inattention toward marginalized and vulnerable groups …
Sustainable Web Design, An Excerpt
In the 1950s, many in the elite running community had begun to believe it wasn’t possible to run a mile in less than four minutes. Runners had been attempting it since the late 19th century …
Voice Content and Usability
We’ve been having conversations for thousands of years. Whether to convey information, conduct transactions, or simply to check in on one another, people have yammered away, chattering and …