Interactive AI Task

Context:
- It can be facilitated by an AI-powered Interactive Software System.
- It can require Bidirectional Interaction between the AI system and its users.
- It can range from being a Domain-Specific Interactive AI Task or a General-Purpose Interactive AI Task.
- It can range from being a GUI-based Interactive AI Task, Voice Interface-based Interactive AI Task, or Text-Based Interactive AI Task.
- ...
Example(s):
- Voice-controlled Smart Assistant management.
- Dialogue with AI Chatbots for support.
- Real-time adaptive AI-driven design software.
- Personalized AI recommendations on streaming platforms.
- AI educational platforms with user-responsive content.
- Real-time strategy game interactions with AI.
- ...
Counter-Example(s):
- A Non-Interactive AI Task such as:
  - Offline Machine Learning Model operation without user interaction.
  - Static AI-generated report systems.
- ...
See: Interactive Task, AI System, Human-AI Interaction, Adaptive AI.

References

([[Shi et al., 2022) ⇒ L. Shi, N. Bhattacharya, A. Das, M. Lease… (2022). “The effects of interactive ai design on user behavior: An eye-Tracking study of fact-checking COVID-19 claims". In: Proceedings of the 2022 ..., .
- QUOTE: … interface, we recorded the total dwell times while participants were viewing the interface (interface … sure mental workload after task completion in each interface use. The questionnaire …
- NOTES: The paper examines how interactive AI design influences user behavior, particularly in the context of fact-checking COVID-19 claims, indicating the significance of interactive AI tasks in critical decision-making processes.

(Nourani et al., 2022) ⇒ M. Nourani, C. Roy, J.E. Block, D.R. Honeycutt… (2022). “On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications". In: ACM Transactions on ..., .
- QUOTE: … Since our task and interface primarily had participants focusing on the matches returned by the system, we selected the system’s positive predictive value of each component as the …
- NOTES: This research highlights the significance of understanding user backgrounds and impressions in interactive AI applications, suggesting that user context can play a crucial role in the outcomes of interactive AI tasks.

(Xie et al., 2019) ⇒ X. Xie, H. Liu, Z. Zhang, Y. Qiu, F. Gao, S. Qi… (2019). “Vrgym: A virtual testbed for physical and interactive ai". In: Proceedings of the ..., .
- QUOTE: ... two interfaces, we consider a task-rich environment built for the VRGym. Figure 4 depicts an environment in VRGym that provides semantically-diverse tasks to … the demonstrated tasks, …
- NOTES: The authors present VRGym, a platform that provides an environment with a diverse set of tasks, highlighting the role of interactive AI in virtual environments.

(Ahn et al., 2018) ⇒ J.Y. Ahn, D.W. Kim, Y.H. Lee, W. Kim, J.K. Hong… (2018). “MOYA: Interactive AI toy for children to develop their language skills". In: Proceedings of the 9th ..., .
- QUOTE: … , RealSense SDK and ROS are integrated for MOYA to accomplish some interactive tasks. … Each script runs one of the following: The Graphics User Interface, the serial connection with …
- NOTES: MOYA, an interactive AI toy, is introduced as a tool to help children develop their language skills. The research underscores the potential of interactive AI tasks in the field of education and child development.