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Explainable AI (XAI) Recovery Toolkit
An open-source diagnostic tool that analyzes and retroactively explains the decision-making processes of failed AI systems, helping investigators understand the root causes of the collapse and prevent future occurrences by identifying hidden biases or vulnerabilities in these failed systems. It helps humans understand the black box.

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.