Plumbing the Machine Learning Pipeline

In this workshop, participants will experience the constraints and contextual conditionings during the decision-making process in which AI systems are developed. Through a gamified approach, participants will play a character with specific motivations in a fictional Machine Learning design scenario. In the first stage of this game, they will simulate the decision-making process for developing an image classification system. In the second stage, they will reflect on the practices in industry and how values are embedded in the production of these systems.