Exploring Human-AI Collaboration in Agile: Customised LLM Meeting Assistants

被引：0

作者：

Cabrero-Daniel, Beatriz ^{[1
]}

Herda, Tomas ^{[2
]}

Pichler, Victoria ^{[2
]}

Eder, Martin ^{[2
]}

机构：

[1] Univ Gothenburg, Gothenburg, Sweden

[2] Austrian Post, Vienna, Austria

来源：

AGILE PROCESSES IN SOFTWARE ENGINEERING AND EXTREME PROGRAMMING, XP 2024 | 2024年 / 512卷

关键词：

Agile; Scrum; meetings; human-AI collaboration;

D O I：

10.1007/978-3-031-61154-4_11

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

This action research study focuses on the integration of "AI assistants" in two Agile software development meetings: the Daily Scrum and a feature refinement, a planning meeting that is part of an in-house Scaled Agile framework. We discuss the critical drivers of success, and establish a link between the use of AI and team collaboration dynamics. We conclude with a list of lessons learnt during the interventions in an industrial context, and provide a assessment checklist for companies and teams to reflect on their readiness level. This paper is thus a road-map to facilitate the integration of AI tools in Agile setups.

引用

页码：163 / 178

页数：16

共 50 条

[21] Robust Uncertainty Representation in Human-AI Collaboration
Cassenti, Daniel N.
Kaplan, Lance M.
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR MULTI-DOMAIN OPERATIONS APPLICATIONS III, 2021, 11746
[22] Designing Transparency for Effective Human-AI Collaboration
Michael Vössing
Niklas Kühl
Matteo Lind
Gerhard Satzger
Information Systems Frontiers, 2022, 24 : 877 - 895
[23] Synthesizing Explainable Behavior for Human-AI Collaboration
Kambhampati, Subbarao
AAMAS '19: PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, 2019, : 1 - 2
[24] Explainable AI improves task performance in human-AI collaboration
Senoner, Julian
Schallmoser, Simon
Kratzwald, Bernhard
Feuerriegel, Stefan
Netland, Torbjorn
SCIENTIFIC REPORTS, 2024, 14 (01):
[25] Maritime AI socialisation: Exploring the impact of digital enablers on human-AI collaboration and service and process innovation
Wu, Min
Tsai, Nien En
Koh, Le Yi
Yuen, Kum Fai
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2025, 197
[26] AI-Driven Personalization to Support Human-AI Collaboration
Conati, Cristina
COMPANION OF THE 2024 ACM SIGCHI SYMPOSIUM ON ENGINEERING INTERACTIVE COMPUTING SYSTEMS, EICS 2024, 2024, : 5 - 6
[27] Evaluating Human-AI Partnership for LLM-based Code Migration
Omidvar-Tehrani, Behrooz
Ishaani, M.
Anubhai, Anmol
EXTENDED ABSTRACTS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, CHI 2024, 2024,
[28] Why am I willing to collaborate with AI? Exploring the desire for collaboration in human-AI hybrid group brainstorming
Chen, Shuai
Zhao, Yang
KYBERNETES, 2025,
[29] Human-AI collaboration patterns in AI-assisted academic writing
Nguyen, Andy
Hong, Yvonne
Dang, Belle
Huang, Xiaoshan
STUDIES IN HIGHER EDUCATION, 2024, 49 (05) : 847 - 864
[30] Supporting Human-AI Collaboration in Auditing LLMs with LLMs
Rastogi, Charvi
Ribeiro, Marco Tulio
King, Nicholas
Nori, Harsha
Amershi, Saleema
PROCEEDINGS OF THE 2023 AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY, AIES 2023, 2023, : 913 - 926

← 1 2 3 4 5 →