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The Open Source Recommendation Engine (ORE)
A decentralized, community-built AI recommendation engine that allows users to control their data and customize the algorithm based on their values. Users can select from various ethical frameworks (privacy, diversity, sustainability) to tailor recommendations. The system promotes transparency and allows users to audit the AI’s decisions.

Future Scenarios that inspired this product idea

AI learns user preferences to curate notifications from entertainment apps to reflect only personally relevant events, eliminating broad, inaccurate summaries.
Extrapolated from iOS 18.3 arrives with Visual Intelligence update, notification summary changes - AppleInsider

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.