AI Risk in Consumer Tech

Develop a multi-stakeholder framework for assessing and mitigating risks from AI-powered consumer technologies, including user autonomy, safety-by-design, transparency, and informed consent. Propose testing standards, monitoring dashboards, incident response processes, and redress mechanisms for harms such as manipulation or addiction.