Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research
–arXiv.org Artificial Intelligence
This paper engages in a speculative exploration of the concept of an artificial agent capable of conducting research. Initially, it examines how the act of research can be conceptually characterized, aiming to provide a starting point for discussions about what it means to create such agents. The focus then shifts to the core components of research: question formulation, hypothesis generation, and hypothesis verification. This discussion includes a consideration of the potential and challenges associated with enabling machines to autonomously perform these tasks. Subsequently, this paper briefly considers the overlapping themes and interconnections that underlie them. Finally, the paper presents preliminary thoughts on prototyping as an initial step towards uncovering the challenges involved in developing these research-capable agents.
arXiv.org Artificial Intelligence
Dec-6-2023
- Country:
- Europe > Middle East
- Malta > Northern Region > Western District > Balzan (0.04)
- North America > United States
- Illinois > Cook County > Chicago (0.04)
- Europe > Middle East
- Genre:
- Research Report > Experimental Study (1.00)
- Industry:
- Technology:
- Information Technology
- Artificial Intelligence
- Cognitive Science (1.00)
- Issues > Social & Ethical Issues (0.67)
- Machine Learning > Neural Networks
- Deep Learning (1.00)
- Natural Language > Large Language Model (1.00)
- Representation & Reasoning (1.00)
- Robots (1.00)
- Data Science > Data Mining (0.92)
- Artificial Intelligence
- Information Technology