A Comparative Analysis of Industry Human-AI Interaction Guidelines

10/22/2020
by   Austin P. Wright, et al.
0

With the recent release of AI interaction guidelines from Apple, Google, and Microsoft, there is clearly interest in understanding the best practices in human-AI interaction. However, industry standards are not determined by a single company, but rather by the synthesis of knowledge from the whole community. We have surveyed all of the design guidelines from each of these major companies and developed a single, unified structure of guidelines, giving developers a centralized reference. We have then used this framework to compare each of the surveyed companies to find differences in areas of emphasis. Finally, we encourage people to contribute additional guidelines from other companies, academia, or individuals, to provide an open and extensible reference of AI design guidelines at https://ai-open-guidelines.readthedocs.io/.

READ FULL TEXT
research
01/25/2023

Requirements Practices and Gaps When Engineering Human-Centered Artificial Intelligence Systems

[Context] Engineering Artificial Intelligence (AI) software is a relativ...
research
09/29/2022

Evolving Reference Architecture Description: Guidelines based on ISO/IEC/IEEE 42010

The architectural design of software systems is not a trivial task, requ...
research
07/27/2023

A Method for Generating Dynamic Responsible AI Guidelines for Collaborative Action

To improve the development of responsible AI systems, developers are inc...
research
01/28/2023

Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook

Artificial intelligence (AI) presents new challenges for the user experi...
research
09/07/2020

Towards an Interoperable Data Protocol Aimed at Linking the Fashion Industry with AI Companies

The fashion industry is looking forward to use artificial intelligence t...
research
07/21/2023

Model Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development

Despite large progress in Explainable and Safe AI, practitioners suffer ...
research
08/06/2019

Do as I Do, Not as I Say: Do Contribution Guidelines Match the GitHub Contribution Process?

Developer contribution guidelines are used in social coding sites like G...

Please sign up or login with your details

Forgot password? Click here to reset