This session examines how AI can contribute to actual performance when humans and AI collaborate in day-to-day workflows.

Drawing on her PhD (Put AI To Use: AI Prediction versus Human Judgement), Dóra Göndöcs, PhD shows when AI helps, when it does not, and what conditions must be in place to improve joint, hybrid performance - grounded in a meta-analysis of 206 empirical AI studies.

Topics include:

• separating AI prediction from human judgement,
• making the human - AI handoff explicit, and
• using context-specific assessment for each use case alongside tracking judgement quality, not only model accuracy.

Dóra will also share brief use cases from customer operations, medicine, banking, and logistics.

About the speaker:

Dóra Göndöcs works at Euromedic Group, where she leads a strategic private healthcare investment project and serves as a C-level strategic advisor on business development. Her PhD research resulted in two D1, top-ranked international publications and an invitation to present at the AAAI Conference (Washington, D.C., 2023).

You can find her publications at:

• International Journal of Human - Computer Studies, DOI: 10.1016/j.ijhcs.2025.103622
• Artificial Intelligence in Medicine, DOI: 10.1016/j.artmed.2024.102769