← Explore Goals Goal

Assembly designs that are robust to both internal and external manipulation attempts.

Priority

Related Product Gaps

AI Manipulation Detection System

Real-time AI-enhanced monitoring and detection system that identifies manipulation attempts, whether AI-generated or human-orchestrated, across all stages of deliberative processes: from recruitment and selection gaming to astroturfing in discussions, coordinated voting patterns, and output tampering.

Related Research Questions

How can we quantify and test the manipulation resistance of different assembly design choices?

Psychology Political Science

What are the tradeoffs between openness/transparency and manipulation resistance?

Ethics & Philosophy Political Science

How can we design information presentation formats that minimize susceptibility to framing effects?

Psychology Communication & Media

How can we develop manipulation impact metrics that distinguish between minor and outcome-altering influences?

Psychology Ethics & Philosophy

Related Capability

Resist manipulation

Ability to resist manipulation that would decrease trustworthiness, legitimacy or unfairly influence the outcome.

Dimension: Robustness