Some major AI organizations operate hybrid structures where a non-profit entity formally controls or oversees the mission, while for-profit subsidiaries raise capital, commercialize products, and attract private investment (e.g. a non-profit parent with a capped-profit or fully for-profit subsidiary

“Public data” refers to data generated or hosted by public institutions or made freely accessible to the general public.

“Critical infrastructure” refers to systems and assets whose disruption or misuse would cause widespread harm to public safety, economic stability, or national security. This typically includes sectors such as energy, water, transportation, communications, financial systems, healthcare, and emergency services. Designation as critical infrastructure implies heightened regulation and oversight, but does not necessarily imply public ownership. 

Incremental reforms refer to partial policy or institutional changes that improve conditions in the short term without fully addressing underlying structural inequalities