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A Starting Point

- Instead of hoping AI systems "behave correctly," we propose structural constraints - where certain decision types require human judgment. These architectural boundaries can adapt to - individual, organizational, and societal norms—creating a foundation for bounded AI operation - that may scale more safely with capability growth. + Aligning advanced AI with human values is among the most consequential challenges we face. As capability growth accelerates under big tech momentum, we confront a categorical imperative: preserve human agency over values decisions, or risk ceding control entirely.

Instead of hoping AI systems "behave correctly," we propose structural constraints where certain decision types require human judgment. These architectural boundaries can adapt to individual, organizational, and societal norms—creating a foundation for bounded AI operation that may scale more safely with capability growth.

If this approach can work at scale, Tractatus may represent a turning point—a path where AI enhances human capability without compromising human sovereignty. Explore the framework through the lens that resonates with your work.