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Toward general design principles for generative AI applications
Designing creative AI partners with COFI: A framework for modeling interaction in human-AI co-creative systems
Human-AI co-creativity involves both humans and AI collaborating on a shared creative
product as partners. In a creative collaboration, interaction dynamics, such as turn-taking …
product as partners. In a creative collaboration, interaction dynamics, such as turn-taking …
Design principles for generative AI applications
Generative AI applications present unique design challenges. As generative AI technologies
are increasingly being incorporated into mainstream applications, there is an urgent need …
are increasingly being incorporated into mainstream applications, there is an urgent need …
GenAICHI: generative AI and HCI
This workshop applies human centered themes to a new and powerful technology,
generative artificial intelligence (AI). Unlike AI systems that produce decisions or …
generative artificial intelligence (AI). Unlike AI systems that produce decisions or …
Where are we so far? understanding data storytelling tools from the perspective of human-ai collaboration
Data storytelling is powerful for communicating data insights, but it requires diverse skills
and considerable effort from human creators. Recent research has widely explored the …
and considerable effort from human creators. Recent research has widely explored the …
Friend, collaborator, student, manager: How design of an ai-driven game level editor affects creators
Machine learning advances have afforded an increase in algorithms capable of creating art,
music, stories, games, and more. However, it is not yet well-understood how machine …
music, stories, games, and more. However, it is not yet well-understood how machine …
Beyond the artifact: power as a lens for creativity support tools
Researchers who build creativity support tools (CSTs) define abstractions and software
representations that align with user needs to give users the power to accomplish tasks …
representations that align with user needs to give users the power to accomplish tasks …
AI song contest: Human-AI co-creation in songwriting
Machine learning is challenging the way we make music. Although research in deep
generative models has dramatically improved the capability and fluency of music models …
generative models has dramatically improved the capability and fluency of music models …
It is your turn: Collaborative ideation with a co-creative robot through sketch
Co-creative systems have been widely explored in the field of computational creativity.
However, existing AI partners of these systems are mostly virtual agents. As sketching on …
However, existing AI partners of these systems are mostly virtual agents. As sketching on …