How might we regulate ML systems for privacy without stifling innovation amid increasing data collection and surveillance concerns?

ANSWER: Establish clear regulations prioritizing user consent and minimal data collection. Implement privacy-preserving techniques like differential privacy. Mandate regular audits and transparency reports. Encourage open-source ML solutions to foster trust and collaboration. Provide incentives for innovation in privacy-enhancing technologies.