Open-source, accessible tools designed to reverse-engineer and analyze AI decision-making processes. These 'decoders' allow individuals and communities to scrutinize the algorithms that govern their lives, identify vulnerabilities, and expose potential biases or manipulative strategies. It allows for more transparency and accountability when the controlling AI fails.