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UPIA is a personal intelligence architecture designed to safeguard human agency in an era of increasing automation. The system provides a governance layer for high-stakes decision environments, where outcomes may carry financial, legal, or personal consequences. UPIA focuses on one principle: Human control must remain intact as systems become more powerful.

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