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ethical-ai

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I've always believed that the hardest problems in AI aren't technical; they're architectural. We keep building systems that can't explain themselves, can't prove their own integrity, can't handle uncertainty without either freezing or lying. And then we act surprised when we don't trust them.

  • Updated Jun 5, 2026
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This repository hosts an **open, fully synthetic demo** of KeelerApp’s analytical framework for political data interpretation — modeling how **tone**, **topic**, and **scope** (local vs. national) affect *split-ticket voting* behavior in an urban municipality.

  • Updated Apr 2, 2026
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Real-time ethical impact measurement for youth-driven social innovation. Fuses Dharmic ethics, DeSci novelty verification & motivation science. Open-source toolkit.

  • Updated Nov 29, 2025
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