AIJun 23, 2021

Dr. Watson type Artificial Intellect (AI) Systems

arXiv:2106.13322v13 citations
Originality Synthesis-oriented
AI Analysis

This addresses the problem of AI-human collaboration for users needing guided decision-making, but it is incremental as it builds on existing interactive AI concepts.

The article proposes a new type of AI system that assists users by asking questions and prompting them, rather than providing direct solutions, and introduces two applications: a Patient Management System for intensive care physicians and a Data Error Prevention System.

The article proposes a new type of AI system that does not give solutions directly but rather points toward it, friendly prompting the user with questions and adjusting messages. Models of AI human collaboration can be deduced from the classic literary example of interaction between Mr. Holmes and Dr. Watson from the stories by Conan Doyle, where the highly qualified expert Mr. Holmes answers questions posed by Dr. Watson. Here Mr. Holmes, with his rule-based calculations, logic, and memory management, apparently plays the role of an AI system, and Dr. Watson is the user. Looking into the same Holmes-Watson interaction, we find and promote another model in which the AI behaves like Dr. Watson, who, by asking questions and acting in a particular way, helps Holmes (the AI user) make the right decisions. We call the systems based on this principle "Dr. Watson-type systems." The article describes the properties of such systems and introduces two particular: Patient Management System for intensive care physicians and Data Error Prevention System.

Foundations

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