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Algorithmic Transparency Audits
A service that comprehensively evaluates the algorithms used by streaming platforms to identify potential biases and vulnerabilities to bot manipulation. Results are publicly available and easy to understand, fostering informed consumer choices and pressure on platforms to improve their systems.

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.