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People + AI Research @ Google in People + AI Research Blog

4 cards arranged in clockwise order that indicate the UI patterns described in the article. The 1st card shows a UI in which AI generated code has 2 sources: controls to provide feedback, and a message to the user to use code with caution. The 2nd card asks users why they chose a rating, with an response section. The 3rd card recommends prompts for users to get started with coding tasks, and he 4th card lists 3 questions that users might ask an LLM, accompanied by feedback and documnentation.

4 cards arranged in clockwise order that indicate the UI patterns described in the article. The 1st card shows a UI in which AI generated code has 2 sources: controls to provide feedback, and a message to the user to use code with caution. The 2nd card asks users why they chose a rating, with an response section. The 3rd card recommends prompts for users to get started with coding tasks, and he 4th card lists 3 questions that users might ask an LLM, accompanied by feedback and documnentation.

Building the plane while flying it: an LLM case study

People + AI Research @ Google in People + AI Research Blog

A diagram of five principles with a green and black image above each principle. Principle 1: An image of a game console, “Design for user autonomy”. Principle 2: An outline of 2 people, “Align AI with real-world behaviors”. Principle 3: A shield with a check mark, “Treat safety as an evolving endeavor”. Principle 4: Messaging icons, “Adapt AI with user feedback”. Principle 5: A heart shape, “Create helpful AI that enhances work and play”

A diagram of five principles with a green and black image above each principle. Principle 1: An image of a game console, “Design for user autonomy”. Principle 2: An outline of 2 people, “Align AI with real-world behaviors”. Principle 3: A shield with a check mark, “Treat safety as an evolving endeavor”. Principle 4: Messaging icons, “Adapt AI with user feedback”. Principle 5: A heart shape, “Create helpful AI that enhances work and play”

3 Google I/O take-aways: Creating responsible generative AI products

People + AI Research @ Google in People + AI Research Blog

A smiling human form holding a green sphere in one hand stands next to drawer that has been opened from a wall of drawers. The greens sphere indicates a mental model. A burst of light-color and abstract shapes indicate that the sphere has been taken from the drawer. Two other random drawers are partially open, with green spheres peeking out.

A smiling human form holding a green sphere in one hand stands next to drawer that has been opened from a wall of drawers. The greens sphere indicates a mental model. A burst of light-color and abstract shapes indicate that the sphere has been taken from the drawer. Two other random drawers are partially open, with green spheres peeking out.

Generative AI is reshaping our mental models of how products work. Product teams must adjust.

People + AI Research @ Google in People + AI Research Blog

Interaction Design Policies: Design for the opportunity, not just the task.

People + AI Research @ Google in People + AI Research Blog

motion graphic: an illustration featuring green and white abstract shapes

motion graphic: an illustration featuring green and white abstract shapes

Updating the People + AI Guidebook in the age of generative AI

Jess Myra in People + AI Research Blog

An illustration of a woman with lots of ideas and work floating around in space around her

An illustration of a woman with lots of ideas and work floating around in space around her

There wasn’t a playbook for creating nascent experiences — until now

People + AI Research @ Google in People + AI Research Blog

Close-up of a hand writing, with expressive lines radiating from the pen to express ideas and brainstorming.

Close-up of a hand writing, with expressive lines radiating from the pen to express ideas and brainstorming.

LocAI: AI Design for Local Contexts

Through new co-creation and speculative design methodologies, the LocAI team explores the role of…

David Weinberger in People + AI Research Blog

Hashtags and Confidence

Will we learn from ML to attach confidence levels to much of what we say? The…

People + AI Research @ Google in People + AI Research Blog

Q&A: Spotify’s Mat Budelman on tech empathy

Mat Budelman is a Senior Product Designer at Spotify…

People + AI Research @ Google in People + AI Research Blog

Illustrated portrait of Sarah Gold in a brushy style and shades of green

Illustrated portrait of Sarah Gold in a brushy style and shades of green

Q&A: Sarah Gold on new models of collective consent

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