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AI Failure Early Warning System
A decentralized network that monitors the performance and reliability of AI meeting facilitators, detecting anomalies and potential failure patterns. Data is crowdsourced and openly available, allowing users to assess risk and implement backup strategies before systems collapse. Uses blockchain for data integrity.

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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.