AI and Electoral Integrity

Construct a framework for evaluating how artificial intelligence could influence political information ecosystems and security, including misinformation, social manipulation, and cyber intrusions. Compare governance approaches such as transparency-by-design, verification standards, and multi-stakeholder resilience planning. Propose a plan for monitoring, risk communication, and incident response that strengthens democratic resilience while preserving legitimate innovation.