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The Human Oversight Network
A decentralized, open-source watchdog platform that crowd-sources the auditing and verification of AI-powered employment recommendations. It provides real-time feedback and flags potentially biased or harmful algorithmic decisions, ensuring AI accountability..

Future Scenarios that inspired this product idea

AI personal assistants guide individuals through career transitions, matching their soft skills with unexpected high-growth industries.
Extrapolated from The 15 fastest-growing jobs in the US, according to LinkedIn - 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.