Responsible AI at Google Research: PAIR

Favorite Posted by Lucas Dixon and Michael Terry, co-leads, PAIR, Google Research PAIR (People + AI Research) first launched in 2017 with the belief that “AI can go much further — and be more useful to all of us — if we build systems with people in mind at the

Read More
Shared by Google AI Technology May 18, 2023

Larger language models do in-context learning differently

Favorite Posted by Jerry Wei, Student Researcher, and Denny Zhou, Principal Scientist, Google Research There have recently been tremendous advances in language models, partly because they can perform tasks with strong performance via in-context learning (ICL), a process whereby models are prompted with a few examples of input-label pairs before

Read More
Shared by Google AI Technology May 15, 2023

Consensus and subjectivity of skin tone annotation for ML fairness

Favorite Posted by Candice Schumann, Software Engineer, and Gbolahan O. Olanubi, User Experience Researcher, Google Research Skin tone is an observable characteristic that is subjective, perceived differently by individuals (e.g., depending on their location or culture) and thus is complicated to annotate. That said, the ability to reliably and accurately

Read More
Shared by Google AI Technology May 15, 2023

Enabling conversational interaction on mobile with LLMs

Favorite Posted by Bryan Wang, Student Researcher, and Yang Li, Research Scientist, Google Research Intelligent assistants on mobile devices have significantly advanced language-based interactions for performing simple daily tasks, such as setting a timer or turning on a flashlight. Despite the progress, these assistants still face limitations in supporting conversational

Read More
Shared by Google AI Technology May 12, 2023

100 things we announced at I/O 2023

Favorite Google I/O 2023 was filled with news and launches — here are 100 things announced at I/O. View Original Source (blog.google/technology/ai/) Here.