Open-source AI ecosystems

Analyze how open-source AI ecosystems, governance models, licensing, and data sharing influence innovation, safety, interoperability, and competitive dynamics across sectors. Compare approaches to collaboration, risk management, and responsible deployment, and propose best practices for organizations engaging with open AI ecosystems.