The AI Collaborator: Bridging Human-AI Interaction in Educational and Professional Settings

TL;DR

AI Collaborator, powered by GPT-4, is a versatile tool enabling researchers to create customizable AI personas for studying human-AI team interactions across diverse settings.

Contribution

This paper introduces a novel platform allowing easy customization of AI personas to simulate various team behaviors for human-AI interaction research.

Findings

Supports diverse experimental setups with customizable AI personas

Enables simulation of interpersonal dynamics in team environments

Integrates with digital platforms like Slack for practical deployment

Abstract

AI Collaborator, powered by OpenAI's GPT-4, is a groundbreaking tool designed for human-AI collaboration research. Its standout feature is the ability for researchers to create customized AI personas for diverse experimental setups using a user-friendly interface. This functionality is essential for simulating various interpersonal dynamics in team settings. AI Collaborator excels in mimicking different team behaviors, enabled by its advanced memory system and a sophisticated personality framework. Researchers can tailor AI personas along a spectrum from dominant to cooperative, enhancing the study of their impact on team processes. The tool's modular design facilitates integration with digital platforms like Slack, making it versatile for various research scenarios. AI Collaborator is thus a crucial resource for exploring human-AI team dynamics more profoundly.