Human - AI Collaboration Framework and Case Studies

Human - AI Collaboration Framework and Case Studies


Publication Title
Partnership on AI
Publication/Creation Date
September 1 2019
Creators/Contributors
Partnership On AI (creator)
Media Type
Text
Persuasive Intent
Information
Discursive Type
Inventions
Description
"Developing best practices on collaborations between people and AI systems – including issues of transparency and trust, responsibility for specific decisions, and appropriate levels of autonomy – depends on a nuanced understanding of the nature of those collaborations. For example, a human interacting one-on-one with a I on a consumer website requires different features and responses than one, or perhaps even a group of individuals, sitting in an autonomous vehicle.

With these issues in mind, the Partnership on AI, with members of its Collaborations Between People and AI Systems Expert Group, has developed a Human-AI Collaboration Framework containing 36 questions that identify some characteristics that differentiate examples of human-AI collaborations. We have also prepared a collection of seven Case Studies that illustrate the framework and its applications.

This project explores the relevant features one should consider when thinking about human-AI collaboration, and how these features present themselves in real-world examples. By drawing attention to the nuances – including the distinct implications and potential social impacts – of specific AI technologies, the Framework can serve as a helpful nudge toward responsible product/tool design, policy development, or even research processes on or around AI systems that interact with humans."
HCI Platform
Other
Source
https://www.partnershiponai.org/wp-content/uploads/2019/09/CPAIS-Framework-and-Case-Studies-9-23.pdf

Related Items
Partnership On AI
Date archived
October 13 2020
Last edited
July 5 2021
How to cite this entry
Partnership on AI. (September 1 2019). "Human - AI Collaboration Framework and Case Studies". Partnership on AI. Fabric of Digital Life. https://fabricofdigitallife.com/Detail/objects/4931