Design Principles for Generative AI Applications - arXiv.org
...We present six principles for the design of generative AI applications that address unique characteristics of generative AI UX and offer new interpretations and extensions of known issues in the design of AI applications....
https://arxiv.org/html/2401.14484v1
Design Principles for Generative AI Applications - Medium
...We developed six principles to help design practitioners create generative AI user experiences (UX). We call them principles, rather than guidelines, to highlight their fundamental nature......
https://medium.com/design-ibm/design-principles-for-generative-ai-applications-791d00529d6f
Scaffolding critical thinking with generative AI: Design principles for ...
...To operationalise the design principles outlined in Section 4.1, this section presents two scaffolded activities that integrate generative AI in ways that preserve students' cognitive ownership, promote epistemic integrity, and foster critical engagement with both knowledge and technology....
https://www.sciencedirect.com/science/article/pii/S2666920X26000342
Design principles - Generative AI Lens - docs.aws.amazon.com
...The following design principles apply to generative AI workloads created on AWS:...
https://docs.aws.amazon.com/wellarchitected/latest/generative-ai-lens/design-principles.html
Principles - Generative AI
...Generative artificial intelligence (AI) is a type of artificial intelligence technology that can generate content at the request of a user, including audio, code, images, text, music and video based on data on which it has been trained....
https://genai.ubc.ca/guidance/principles/
Understanding Generative AI and Its Core Principles - Educative
...Learn how generative AI differs from traditional AI by producing novel outputs based on learned data patterns. Understand the core concepts of generative models, their capabilities, limitations, and how they are integrated into real-world systems to create flexible AI applications....
https://www.educative.io/courses/generative-ai-handbook/what-is-generative-ai
PRINCIPLES FOR THE DEVELOPMENT, DEPLOYMENT, AND USE OF GENERATIVE AI ...
...The following instrumental principles, consistent with the ACM Code of Ethics,6 are intended to foster fair, accurate, and beneficial decision-making concerning generative and all other AI technologies:...
https://www.acm.org/binaries/content/assets/public-policy/ustpc-approved-generative-ai-principles
Complete Guide to Generative AI: From Principles to Practice, Mastering ...
...This guide provides an in-depth look at the core principles of generative AI (and how it differs from discriminative AI), four major technologies (LLM, Diffusion Models, GAN, VAE), typical applications, and mainstream products like GPT, Claude, and Midjourney....
https://qubittool.com/blog/generative-ai-complete-guide
Seven Design Principles For Generative AI Applications
...In this paper we have developed seven design principles for generative AI applications. The principles are based on recent research and focus on HCI (human-computer interaction) and AI communities, particularly the human-AI co-creation process....
https://ai-scholar.tech/en/articles/human-computer-interaction%2Fgeneral-design-principles
Build Powerful Generative AI Apps: 5 Essential Design Principles
...Craft exceptional generative AI applications. Discover 5 key design principles for success, from understanding data to ensuring responsible development....
https://www.index.dev/blog/generative-ai-application-design-principles