Evolution of Event Reconstruction Techniques in the AI/ML Era

The task of event reconstruction in particle physics data has not substantially changed in the past decades, but the solutions have. We have gone from manual tracing on photographic plates to A.I. trackers at the hardware trigger level. I will explore the evolution of reconstruction solutions in particle physics and the challenges we must address in using A.I. in the precision era of particle physics experiments.