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How Text-to-Image Generative AI Is Transforming Mediated Action.
IEEE Computer Graphics and Applications
|January 29, 2024
Summary
Generative artificial intelligence (genAI) tools reshape human creativity in art, challenging existing theories of tool use and control. These advanced systems impact mediated action and social dynamics.
Area of Science:
- Human-Computer Interaction
- Art Theory
- Cognitive Science
Background:
- Text-to-image generative artificial intelligence (genAI) represents a novel class of creative tools.
- The theory of mediated action explains how tools influence human cognition and behavior.
- Existing frameworks struggle to fully encompass the capabilities of advanced genAI systems.
Purpose of the Study:
- To examine the human-genAI relationship in art through the lens of mediated action theory.
- To assess the adaptability of mediated action theory to transformative genAI tools.
- To explore the ethical implications of genAI in creative fields and emergent social dynamics.
Main Methods:
- Conceptual analysis integrating genAI capabilities with mediated action theory.
- Examination of genAI as hybrid systems that learn, co-create, and communicate multimodally.
- Discussion of the role of crowd-sourced data and emergent properties in genAI.
Main Results:
- GenAI systems challenge traditional notions of tools and locus of control in mediated action.
- These systems distill and can surpass human creativity, presenting unique theoretical challenges.
- GenAI introduces complex ethical considerations regarding authorship, bias, and societal impact.
Conclusions:
- Mediated action theory requires adaptation to account for the unique nature of genAI.
- GenAI tools fundamentally alter creative processes and human-AI collaboration in art.
- The broader implications of genAI extend to societal structures and daily life.
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