| Vol-3701 urn:nbn:de:0074-3701-3 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# SYNERGY 2024
Designing and Building Hybrid Human-AI Systems 2024

### Proceedings of the 1st International Workshop on Designing and Building Hybrid Human-AI Systems
co-located with 17th International Conference on Advanced Visual Interfaces (AVI 2024)

### Arenzano (Genoa), Italy, June 3rd, 2024.

Edited by

### Alan Dix, Computational Foundry, Swansea University, UK
Matt Roach, Computational Foundry, Swansea University, UK
Tommaso Turchi, Department of Computer Science, University of Pisa, Italy
Alessio Malizia, Department of Computer Science, University of Pisa, Italy
Ben Wilson, Computational Foundry, Swansea University, UK

## Table of Contents

Summary: 13 papers were accepted for this volume, 7 as regular papers and 6 as short papers.
Workshop summary (external link)

### Session 1: Interactive Paradigms for Human-AI Synergy

- Fostering Inexperienced User Participation in ML-Based Systems Design: A Literature Review of Visual Language Tools
  Serena Versino, Tommaso Turchi, Alessio Malizia
- Human & AI: Fool Us - Crafting Synergistic Interactions with Insights from Magic (short paper)
  Tommaso Turchi
- Epistemic Interaction - Tuning Interfaces to Provide Information for AI Support
  Alan Dix, Ben Wilson, Matt Roach, Tommaso Turchi, Alessio Malizia
- Towards Co-Designing a Continuous-Learning Human-AI Interface: A Case Study in Online Grooming Detection
  Peter Daish, Nicholas Micallef, Nuria Lorenzo-Dus, Adeline Paiement, Deepak Sahoo
- Supporting Unity Developers with an AI-Powered Asset: Insights from an Exploratory User Study on Multiplayer Game Development
  Magdalena Igras-Cybulska, Barbara Kolber-Bugajska, Rafał Salamon, Paweł Babiuch, Hubert Jegierski, Maciej Jegierski, Adrian Łapczyński, Alicja Marmon, Kamil Kwiatkowski, Artur Cybulski, Mirosław Płaza, Grzegorz Łukawski, Stanisław Deniziak, Paweł Pięta, Artur Jasiński, Jacek Opałka, Paweł Węgrzyn

### Session 2: Generative AI and Its Role in Enhancing Human-AI Synergy

- Music Composition as a Lens for Understanding Human-AI Collaboration (short paper)
  Eric Tron Gianet, Luigi Di Caro, Amon Rapp
- Towards an LLM-based Intelligent Assistant for Industry 5.0 (short paper)
  Roberto Figliè, Tommaso Turchi, Giacomo Baldi, Daniele Mazzei
- Roleplay with Large Language Model-Based Characters: A Creative Writers Perspective (short paper)
  Paolo Grigis, Antonella De Angeli

### Session 3: Ethics, Safety, and Trust as Foundations for Human-AI Synergy

- A Procedural Idea of Decision-making in the Context of Symbiotic AI
  Piero Marra, Lorenzo Pulito, Antonio Carnevale, Antonio Lombardi, Abeer Dyoub, Francesca A. Lisi
- Symbiosis and Synesthesia in Proactive Conversational Agents for Healthy Ageing (short paper)
  Mario Alessandro Bochicchio, Simona Corciulo
- Designing for Situated AI-Human Decision Making: Lessons Learned from a Primary Care Deployment
  Ben Wilson, Darren Scott, Matt Roach, Emily Nielsen, Berndt Müller
- Towards Intelligent Flight Deck - A Preliminary Study of Applied Eye Tracking in The Predictions of Pilot Success and Failure During Simulated Flight Takeoff
  Bo Fu, Peter Gatsby, Angelo Ryan Soriano, Kayla Chu, Nicolas Guardado Guardado
- The Human-Centered Approach to Design and Evaluate Symbiotic AI Systems (short paper)
  Miriana Calvano, Antonio Curci, Rosa Lanzilotti, Antonio Piccinno

2024-05-16: submitted by Tommaso Turchi, metadata incl. bibliographic data published under Creative Commons CC0
2024-06-09: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|