What are the most effective ways to prevent AI manipulation?

Awareness is a big part of it, at least for now. We're ill-equipped to deal with a super intelligence though. That's part of what drives the work of AI safety.

Establish clear ethical guidelines and regulatory frameworks to govern the development, deployment, and use of AI systems, ensuring transparency and accountability.