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Generative Ai

People + AI Research

People + AI Research: thinking together about people and AI

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Generative Ai

People + AI Research @ Google in People + AI Research

Banner that says “The AI-Augmented Life” in light green against a rounded, rectangular, dark green bubble and “#01” below it also in light green on a dark green, scalloped circle. The banner has a light yellow background and three circles, one in light green, green, and dark green, on each side.

Banner that says “The AI-Augmented Life” in light green against a rounded, rectangular, dark green bubble and “#01” below it also in light green on a dark green, scalloped circle. The banner has a light yellow background and three circles, one in light green, green, and dark green, on each side.

Building the AI-Augmented Life

by Adam Connors

People + AI Research @ Google in People + AI Research

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

A GIF quickly showing off AutoNotes features. This begins on the “Chat” page. The user types in a query and clicks on the link to referenced note included in Gemini’s response. Next, the user clicks on the “Home” page and browses (via scrolling and uncollapsing containers) the hierarchical tags and summaries. Finally, the user clicks on “Highlights” for a fun preview of quotes, favorite people, etc. across the entire set of notes.

A GIF quickly showing off AutoNotes features. This begins on the “Chat” page. The user types in a query and clicks on the link to referenced note included in Gemini’s response. Next, the user clicks on the “Home” page and browses (via scrolling and uncollapsing containers) the hierarchical tags and summaries. Finally, the user clicks on “Highlights” for a fun preview of quotes, favorite people, etc. across the entire set of notes.

Adventures with AI-powered notetaking

Introducing AutoNotes: hierarchical tags, chat with your notes…

People + AI Research @ Google in People + AI Research

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

LLM Comparator’s interface features a table on the left displaying input prompts, model outputs, score distributions, and rationales. A column on the right showcases visualizations like score distributions, metrics, clusters, and custom functions. Users can interact with both the table and visualizations to drill down into specific data points and filter results.

LLM Comparator’s interface features a table on the left displaying input prompts, model outputs, score distributions, and rationales. A column on the right showcases visualizations like score distributions, metrics, clusters, and custom functions. Users can interact with both the table and visualizations to drill down into specific data points and filter results.

LLM Comparator: A tool for human-driven LLM evaluation

People + AI Research @ Google in People + AI Research

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

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

People + AI Research @ Google in People + AI Research

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

People + AI Research @ Google in People + AI Research

Photo of Reverse Rorschach, an art piece by Shahryar Nashat

Photo of Reverse Rorschach, an art piece by Shahryar Nashat

Generative AI was a helpful tool for an adventurous art exhibition. The art helped with AI model development, too.

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