This session will cover findings of recent, design-oriented research from the Algorithmic Justice League on what the development of the security vulnerability disclosure ecosystem can teach us about how to create participatory reporting mechanisms for harms arising from AI systems, as well as how existing programs and platforms might evolve to meet other emerging, socio-technical challenges.