mlsanityData to 14 Oct 2026

A Comparative Analysis of Industry Human-AI Interaction Guidelines

arXiv 2010.11761 ↗First posted 22 Oct 2020cs.HCcited by 10

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Abstract (arXiv)

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/.

Key facts. Cited by 10 papers in the map (data through 14 Oct 2026). First posted on arXiv 22 Oct 2020.

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2021: 1; 2022: 2; 2023: 2; 2024: 2; 2025: 2; 2026: 1.

10 papers.