Local advocates in Baton Rouge are demanding transparency regarding the environmental and social costs of AI data centers. These facilities often concentrate in marginalized neighborhoods, shifting industrial burdens onto vulnerable populations. This push for accountability forces developers to address equity in infrastructure placement. It highlights a growing friction between rapid AI scaling and local governance.