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AI Error Auditor
A decentralized, open-source platform where individuals can report and rate instances of apparent AI bias or errors in hiring decisions. The collective data is used to publicly shame companies, demand accountability, and flag problematic AI systems for regulatory review. Think a 'Yelp' for bad algorithms.

Future Scenarios that inspired this product idea

AI-powered resume analysis tools will provide personalized recommendations for optimizing resume content based on successful job applications in specific companies.
Extrapolated from I landed a Big Tech job after countless rejections. Here's the exact résumé that finally got me in. - Business Insider

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.