Mateusz Dolata

Uncertainty about drone roles in firefighting teams can lead to accountability confusion, risking effective emergency response.

Drone collaboration in emergency services can be transformed from chaotic to systematic with the introduction of DroneLets, which streamline operational processes.

AI fairness initiatives often fail because they're stuck in abstract ethics, but this work delivers a practical, role-based matrix to finally make fairness actionable across the entire AI lifecycle.