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Prolonged Usage of AI Assistant for Improving Multitasking Performance

  • Dinara Talypova
  • , Alexander Lingler
  • , Philipp Wintersberger

Research output: Chapter in Book/Report/Conference proceedingsConference contributionpeer-review

1 Citation (Scopus)

Abstract

Studies across various task types suggest that collaboration between humans and AI leads to improved and more satisfying outcomes. However, the effects of prolonged use of AI on users' skills and perceptions remain unclear. This study involved 12 participants using an AI-based assistant in a multitasking balancing game over five days. Our findings indicate that AI assistance improved participants' performance, even for the condition that was not supported by AI, showing no deskilling effect. Additionally, participants experienced significantly lower cognitive load (measured via ocular pupil diameter) in the AI-supported condition. This suggests that AI-assisted training can enhance multitasking motor skills in a less stressful and cognitively demanding manner. We also found a positive correlation between users' understanding of the AI assistant and its acceptance, highlighting the importance of transparency and effectively communicating the capabilities of AI applications.
Original languageEnglish
Title of host publicationHAI 2024 - Proceedings of the 12th International Conference on Human-Agent Interaction
PublisherAssociation for Computing Machinery, Inc
Pages404-407
Number of pages4
ISBN (Electronic)9798400708244
DOIs
Publication statusPublished - 24 Nov 2024
Event12th International Conference on Human-Agent Interaction, HAI 2024 - Swansea, United Kingdom
Duration: 24 Nov 202427 Nov 2024

Publication series

NameHAI 2024 - Proceedings of the 12th International Conference on Human-Agent Interaction

Conference

Conference12th International Conference on Human-Agent Interaction, HAI 2024
Country/TerritoryUnited Kingdom
CitySwansea
Period24.11.202427.11.2024

Keywords

  • AI
  • AI Acceptance
  • AI assistant
  • Deskilling
  • HAIC
  • Multitasking

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