The Negative Pool Fee concept in Cardano is a proposed feature that would allow stake pool operators to offer 'kickbacks' to their delegators. In this system, pool operators could set a negative fee, effectively sharing more than 100% of their rewards with delegators. This concept aims to create more flexible incentive structures within the staking ecosystem.