The rapid democratization of generative models presents unprecedented pedagogical opportunities alongside real challenges concerning intellectual attribution, demographic dataset biases, and student evaluation integrity.
AICDS is collaborating with state councils and affiliated institutions to establish open governance matrices that cultivate ethical computing literacy from the first year of undergraduate education.