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The Health Scoring System Optimizer
A coaching program and device that uses AI to explicitly game the health scoring system, helping individuals understand and manipulate their data to maximize their social and economic opportunities within a hyper-regulated environment and circumvent the potential for algorithmic bias.

Future Scenarios that inspired this product idea

Governments use AI-driven surveillance systems to track individual health behaviors and enforce public health regulations.
Extrapolated from Note on the Relationship Between Artificial Intelligence and Human Intelligence - Vatican.va

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.