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AI as a user of AI: Towards responsible autonomy
Amit K Shukla1, Vagan Terziyan2, Timo Tiihonen2
1School of Technology and Innovations, University of Vaasa, Wolffintie 34, FI-65200, Vaasa, Finland.
This study introduces a novel AI collaboration paradigm where AI systems converse to ensure responsible autonomy and high-quality solutions. Preliminary tests show significant added value in AI-AI dialogues for complex problem-solving.
Area of Science:
- Artificial Intelligence (AI)
- Generative Language Models
- AI Ethics
Background:
- AI capabilities are rapidly advancing, exceeding human performance in some areas.
- AI can be utilized for prompt engineering and content compliance.
- Current AI systems lack a framework for autonomous, responsible collaboration.
Purpose of the Study:
- To introduce a novel AI collaboration paradigm emphasizing responsible autonomy.
- To explore AI-AI conversations for generating high-quality and responsible solutions.
- To demonstrate AI systems autonomously addressing complex challenges.
Main Methods:
- Postulating dialogues among AI-as-prompt-engineer, AI-as-prompt-responder, and AI-as-Compliance-Guardian.
- Establishing structured interaction patterns for responsible AI-AI conversation.
- Conducting preliminary testing with instances of ChatGPT playing various roles.
Main Results:
- Observed evident added value in the AI-AI conversation framework.
- Demonstrated AI's potential to act as a prompt engineer and compliance guardian.
- Showcased structured interaction patterns guaranteeing decision-making autonomy.
Conclusions:
- The proposed AI collaboration paradigm enhances understanding of AI dialogue flow and compliance.
- Responsible AI-AI conversation enables autonomous decision-making and problem-solving.
- This framework has significant implications for real-world applications requiring responsible autonomy.
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