Academic Journal
ソフトウェア開発における 人と生成 AI の協働の革新.
| Title: | ソフトウェア開発における 人と生成 AI の協働の革新. |
|---|---|
| Alternate Title: | Innovation in Human-Generative AI Collaboration for Software Development. |
| Authors: | 依田 祐一1 yoda@fc.ritsumei.ac.jp, 日高 優一郎1 y-hidaka@fc.ritsumei.ac.jp |
| Source: | Quarterly Journal of Marketing. 2025, Vol. 45 Issue 4, p290-300. 11p. |
| Subject Terms: | *Generative artificial intelligence, *Computer software development, *Organizational learning, *Technological innovations, Human-artificial intelligence interaction, Knowledge transfer, Tacit knowledge |
| Abstract (English): | This paper explores human-generative AI collaboration, with a focus on tacit knowledge and mutual knowledge transfer via the novel approach of AI pair programming in software development. Academically, the paper identifies the emergence of a new organizational capability, which can be termed ‘generative AI-based IT capability,’ and examines its manifestation mechanism. At its core lies a unique bidirectional knowledge transfer process between humans and AI. Specifically, this consists of: the ability to externalize knowledge including the tacit dimension in an AIinterpretable manner, and recognition of the limitations of this process; as well as the ability for humans to actively and contextually interpret and evaluate the rationale of AI-generated explicit knowledge (such as code), and to internalize it into their own understanding. Practically, the paper presents collaborative methods, guidelines for AI technology-driven software development, and insights for human resource education. [ABSTRACT FROM AUTHOR] |
| Abstract (Japanese): | 本稿では, 人と生成 AI が協働する新たな方法である AI ペアプログラミングによるソフトウェア開発の実践を対象に, 特 に暗黙知に着目し, 人と生成 AI の協働の方法について, 知識の相互移転の観点から探索的に明らかにする。学術的には, 生成 AI ベースの IT ケイパビリティと呼称しうる新たな組織能力の萌芽を特定し, その発現メカニズムとともに示す。その中核とし て, 人と AI という異なる知の主体間における特異な双方向の知識移転プロセスが存在することを示す。具体的には, AI が解釈 可能な方法で暗黙的な認識を含めて効果的に形式知化する能力及びその限界の認識, ならびに AI が生成したコード等の形式知 の根拠について人が文脈とともに能動的に解釈・評価し内面化していく能力である。実践的には, 人と生成 AI の協働のプロセ スを示し, 新技術を駆使したソフトウェア開発の方法, そして人材教育への指針や実践上の手がかりを提供する。 [ABSTRACT FROM AUTHOR] |
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| Database: | Business Source Index |
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