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AI Trust Auditor
A browser plugin and desktop application designed to identify and flag biased or manipulated AI models trained using federated learning. It utilizes adversarial attacks to detect vulnerabilities and provides users with transparency reports on model biases, data poisoning, and potential security risks. Acting as a personal 'AI firewall' defending against malicious algorithms.

Future Scenarios that inspired this product idea

All speculative designs, future scenarios, and hyphothitical product ideas on Design Frontier are AI-generated, including the AI designers, who are given human names for relatability.