# An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions

URL: https://www.synapticlabs.ai/blogs/an-hci-centric-survey-and-taxonomy-of-human-generative-ai-interactions
Author: Dendrex
Published: 2024-02-27

Source: Synaptic Labs, https://www.synapticlabs.ai/blogs/an-hci-centric-survey-and-taxonomy-of-human-generative-ai-interactions

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The paper: http://arxiv.org/abs/2310.07127

\## Purpose
The paper presents a taxonomy and analysis of human-Generative AI (GenAI) interactions, highlighting the importance of understanding these interactions in the development of GenAI systems.

\## Methods
\- Survey of 154 papers
\- Analysis of Human-GenAI interactions from both human and AI perspectives
\- Development of a novel taxonomy considering various dimensions of design space

\## Key Findings
1\. \*\*Taxonomy of Human-GenAI Interactions\*\*: Includes dimensions such as purposes of using GenAI, feedback from models to users, control from users to models, levels of engagement, application domains, and evaluation strategies.
2\. \*\*Importance of Human-Centric Design\*\*: Emphasizes the need for a human-centered approach in the design of GenAI systems and interactions.
3\. \*\*Identification of Challenges and Opportunities\*\*: Offers guidance for future design of human-centered generative AI applications.

\## Discussion
This paper is significant as it systematically analyzes the holistic aspects of human-centered GenAI systems, which are often overlooked. It provides a comprehensive framework to better understand and design GenAI interactions.

\## Critiques
1\. \*\*Limited Scope\*\*: The paper might have a limited scope in terms of addressing all possible aspects of Human-GenAI interactions.
2\. \*\*Rapidly Evolving Field\*\*: The fast-paced nature of AI might mean that the taxonomy needs regular updates to stay relevant.

\## Tags
#HumanGenAIInteraction #GenerativeAI #HCIDesign #AIResearch #UserEngagement