Chance the Rapper joined "Chicago Beyond" founder Liz Dozier to announce the challenge on Facebook Live.
The goal is to find ways to disrupt the cycles that keep many Chicago children from realizing their potential.
Winners can get up to $2 million to develop their ideas.